From 9c2b4ca7ef0cfe40d330eb861a6ca1a0c40c28f9 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Tue, 19 Oct 2021 13:58:46 +0000 Subject: [PATCH 01/29] Formatted filles --- city_model_structure/attributes/polygon.py | 1001 +++++++++-------- city_model_structure/attributes/polyhedron.py | 340 +++--- city_model_structure/attributes/schedule.py | 137 +-- 3 files changed, 743 insertions(+), 735 deletions(-) diff --git a/city_model_structure/attributes/polygon.py b/city_model_structure/attributes/polygon.py index e9fabbaa..d10dec16 100644 --- a/city_model_structure/attributes/polygon.py +++ b/city_model_structure/attributes/polygon.py @@ -4,7 +4,6 @@ SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2020 Project Author Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ - from __future__ import annotations import math import sys @@ -16,414 +15,419 @@ from city_model_structure.attributes.point import Point class Polygon: - """ + """ Polygon class """ - def __init__(self, coordinates): + def __init__(self, coordinates): - self._area = None - self._points = None - self._points_list = None - self._normal = None - self._inverse = None - self._edges = None - self._coordinates = coordinates - self._triangles = None - self._vertices = None - self._faces = None + self._area = None + self._points = None + self._points_list = None + self._normal = None + self._inverse = None + self._edges = None + self._coordinates = coordinates + self._triangles = None + self._vertices = None + self._faces = None - @property - def points(self) -> List[Point]: - """ + @property + def points(self) -> List[Point]: + """ Get the points belonging to the polygon [[x, y, z],...] :return: [Point] """ - if self._points is None: - self._points = [] - for coordinate in self.coordinates: - self._points.append(Point(coordinate)) - return self._points + if self._points is None: + self._points = [] + for coordinate in self.coordinates: + self._points.append(Point(coordinate)) + return self._points - @property - def coordinates(self) -> List[np.ndarray]: - """ + @property + def coordinates(self) -> List[np.ndarray]: + """ Get the points in the shape of its coordinates belonging to the polygon [[x, y, z],...] :return: [np.ndarray] """ - return self._coordinates + return self._coordinates - @property - def points_list(self) -> np.ndarray: - """ + @property + def points_list(self) -> np.ndarray: + """ Get the solid surface point coordinates list [x, y, z, x, y, z,...] :return: np.ndarray """ - if self._points_list is None: - s = self.coordinates - self._points_list = np.reshape(s, len(s) * 3) - return self._points_list + if self._points_list is None: + s = self.coordinates + self._points_list = np.reshape(s, len(s) * 3) + return self._points_list - @property - def edges(self) -> List[List[Point]]: - """ + @property + def edges(self) -> List[List[Point]]: + """ Get polygon edges list :return: [[Point]] """ - if self._edges is None: - self._edges = [] - for i in range(0, len(self.points)-1): - point_1 = self.points[i] - point_2 = self.points[i+1] - self._edges.append([point_1, point_2]) - self._edges.append([self.points[len(self.points)-1], self.points[0]]) - return self._edges + if self._edges is None: + self._edges = [] + for i in range(0, len(self.points) - 1): + point_1 = self.points[i] + point_2 = self.points[i + 1] + self._edges.append([point_1, point_2]) + self._edges.append([self.points[len(self.points) - 1], self.points[0]]) + return self._edges - @property - def area(self): - """ + @property + def area(self): + """ Get surface area in square meters :return: float """ - # New method to calculate area - if self._area is None: - if len(self.points) < 3: - sys.stderr.write('Warning: the area of a line or point cannot be calculated 1. Area = 0\n') - return 0 - alpha = 0 - vec_1 = self.points[1].coordinates - self.points[0].coordinates - for i in range(2, len(self.points)): - vec_2 = self.points[i].coordinates - self.points[0].coordinates - alpha += self._angle_between_vectors(vec_1, vec_2) - if alpha == 0: - sys.stderr.write('Warning: the area of a line or point cannot be calculated 2. Area = 0\n') - return 0 - horizontal_points = self._points_rotated_to_horizontal - area = 0 - for i in range(0, len(horizontal_points)-1): - point = horizontal_points[i] - next_point = horizontal_points[i+1] - area += (next_point[1] + point[1]) / 2 * (next_point[0] - point[0]) - next_point = horizontal_points[0] - point = horizontal_points[len(horizontal_points)-1] - area += (next_point[1] + point[1]) / 2 * (next_point[0] - point[0]) - self._area = abs(area) - return self._area + # New method to calculate area + if self._area is None: + if len(self.points) < 3: + sys.stderr.write('Warning: the area of a line or point cannot be calculated 1. Area = 0\n') + return 0 + alpha = 0 + vec_1 = self.points[1].coordinates - self.points[0].coordinates + for i in range(2, len(self.points)): + vec_2 = self.points[i].coordinates - self.points[0].coordinates + alpha += self._angle_between_vectors(vec_1, vec_2) + if alpha == 0: + sys.stderr.write('Warning: the area of a line or point cannot be calculated 2. Area = 0\n') + return 0 + horizontal_points = self._points_rotated_to_horizontal + area = 0 + for i in range(0, len(horizontal_points) - 1): + point = horizontal_points[i] + next_point = horizontal_points[i + 1] + area += (next_point[1] + point[1]) / 2 * (next_point[0] - point[0]) + next_point = horizontal_points[0] + point = horizontal_points[len(horizontal_points) - 1] + area += (next_point[1] + point[1]) / 2 * (next_point[0] - point[0]) + self._area = abs(area) + return self._area - @property - def _points_rotated_to_horizontal(self): - """ + @property + def _points_rotated_to_horizontal(self): + """ polygon points rotated to horizontal :return: [float] """ - z_vector = [0, 0, 1] - normal_vector = self.normal - horizontal_points = [] - x = normal_vector[0] - y = normal_vector[1] + z_vector = [0, 0, 1] + normal_vector = self.normal + horizontal_points = [] + x = normal_vector[0] + y = normal_vector[1] - if x == 0 and y == 0: - # Already horizontal - for point in self.points: - horizontal_points.append([point.coordinates[0], point.coordinates[1], 0]) - else: - alpha = self._angle_between_vectors(normal_vector, z_vector) - rotation_line = np.cross(normal_vector, z_vector) - third_axis = np.cross(normal_vector, rotation_line) - w_1 = rotation_line / np.linalg.norm(rotation_line) - w_2 = normal_vector - w_3 = third_axis / np.linalg.norm(third_axis) - rotation_matrix = np.array([[1, 0, 0], - [0, np.cos(alpha), -np.sin(alpha)], - [0, np.sin(alpha), np.cos(alpha)]]) - base_matrix = np.array([w_1, w_2, w_3]) - rotation_base_matrix = np.matmul(base_matrix.transpose(), rotation_matrix.transpose()) - rotation_base_matrix = np.matmul(rotation_base_matrix, base_matrix) + if x == 0 and y == 0: + # Already horizontal + for point in self.points: + horizontal_points.append([point.coordinates[0], point.coordinates[1], 0]) + else: + alpha = self._angle_between_vectors(normal_vector, z_vector) + rotation_line = np.cross(normal_vector, z_vector) + third_axis = np.cross(normal_vector, rotation_line) + w_1 = rotation_line / np.linalg.norm(rotation_line) + w_2 = normal_vector + w_3 = third_axis / np.linalg.norm(third_axis) + rotation_matrix = np.array([[1, 0, 0], + [0, np.cos(alpha), -np.sin(alpha)], + [0, np.sin(alpha), np.cos(alpha)]]) + base_matrix = np.array([w_1, w_2, w_3]) + rotation_base_matrix = np.matmul(base_matrix.transpose(), rotation_matrix.transpose()) + rotation_base_matrix = np.matmul(rotation_base_matrix, base_matrix) - if rotation_base_matrix is None: - sys.stderr.write('Warning: rotation base matrix returned None\n') - else: - for point in self.points: - new_point = np.matmul(rotation_base_matrix, point.coordinates) - horizontal_points.append(new_point) - return horizontal_points + if rotation_base_matrix is None: + sys.stderr.write('Warning: rotation base matrix returned None\n') + else: + for point in self.points: + new_point = np.matmul(rotation_base_matrix, point.coordinates) + horizontal_points.append(new_point) + return horizontal_points - @property - def normal(self) -> np.ndarray: - """ + @property + def normal(self) -> np.ndarray: + """ Get surface normal vector :return: np.ndarray """ - if self._normal is None: - points = self.coordinates - # todo: IF THE FIRST ONE IS 0, START WITH THE NEXT - point_origin = points[len(points)-2] - vector_1 = points[len(points)-1] - point_origin - vector_2 = points[0] - point_origin - vector_3 = points[1] - point_origin - cross_product = np.cross(vector_1, vector_2) - if np.linalg.norm(cross_product) != 0: - cross_product = cross_product / np.linalg.norm(cross_product) - alpha = self._angle_between_vectors(vector_1, vector_2) - else: - cross_product = [0, 0, 0] - alpha = 0 - if len(points) == 3: - return cross_product - if np.linalg.norm(cross_product) == 0: - return cross_product - alpha += self._angle(vector_2, vector_3, cross_product) - for i in range(0, len(points)-4): - vector_1 = points[i+1] - point_origin - vector_2 = points[i+2] - point_origin - alpha += self._angle(vector_1, vector_2, cross_product) - vector_1 = points[len(points) - 1] - point_origin - vector_2 = points[0] - point_origin - if alpha < 0: - cross_product = np.cross(vector_2, vector_1) - else: - cross_product = np.cross(vector_1, vector_2) - self._normal = cross_product / np.linalg.norm(cross_product) - return self._normal + if self._normal is None: + points = self.coordinates + # todo: IF THE FIRST ONE IS 0, START WITH THE NEXT + point_origin = points[len(points) - 2] + vector_1 = points[len(points) - 1] - point_origin + vector_2 = points[0] - point_origin + vector_3 = points[1] - point_origin + cross_product = np.cross(vector_1, vector_2) + if np.linalg.norm(cross_product) != 0: + cross_product = cross_product / np.linalg.norm(cross_product) + alpha = self._angle_between_vectors(vector_1, vector_2) + else: + cross_product = [0, 0, 0] + alpha = 0 + if len(points) == 3: + return cross_product + if np.linalg.norm(cross_product) == 0: + return cross_product + alpha += self._angle(vector_2, vector_3, cross_product) + for i in range(0, len(points) - 4): + vector_1 = points[i + 1] - point_origin + vector_2 = points[i + 2] - point_origin + alpha += self._angle(vector_1, vector_2, cross_product) + vector_1 = points[len(points) - 1] - point_origin + vector_2 = points[0] - point_origin + if alpha < 0: + cross_product = np.cross(vector_2, vector_1) + else: + cross_product = np.cross(vector_1, vector_2) + self._normal = cross_product / np.linalg.norm(cross_product) + return self._normal - @staticmethod - def _angle(vector_1, vector_2, cross_product): - """ + @staticmethod + def _angle(vector_1, vector_2, cross_product): + """ alpha angle in radians :param vector_1: [float] :param vector_2: [float] :param cross_product: [float] :return: float """ - accepted_normal_difference = 0.01 - cross_product_next = np.cross(vector_1, vector_2) - if np.linalg.norm(cross_product_next) != 0: - cross_product_next = cross_product_next / np.linalg.norm(cross_product_next) - alpha = Polygon._angle_between_vectors(vector_1, vector_2) - else: - cross_product_next = [0, 0, 0] - alpha = 0 - delta_normals = 0 - for j in range(0, 3): - delta_normals += cross_product[j] - cross_product_next[j] - if np.abs(delta_normals) < accepted_normal_difference: - return alpha - return -alpha + accepted_normal_difference = 0.01 + cross_product_next = np.cross(vector_1, vector_2) + if np.linalg.norm(cross_product_next) != 0: + cross_product_next = cross_product_next / np.linalg.norm(cross_product_next) + alpha = Polygon._angle_between_vectors(vector_1, vector_2) + else: + cross_product_next = [0, 0, 0] + alpha = 0 + delta_normals = 0 + for j in range(0, 3): + delta_normals += cross_product[j] - cross_product_next[j] + if np.abs(delta_normals) < accepted_normal_difference: + return alpha + return -alpha - def triangulate(self) -> List[Polygon]: - """ + def triangulate(self) -> List[Polygon]: + """ Triangulates a polygon following the ear clipping methodology :return: list[triangles] """ - # todo: review triangulate_polygon in - # https://github.com/mikedh/trimesh/blob/dad11126742e140ef46ba12f8cb8643c83356467/trimesh/creation.py#L415, - # it had a problem with a class called 'triangle', but, if solved, - # it could be a very good substitute of this method - # this method is very dirty and has an infinite loop solved with a counter!! - if self._triangles is None: - points_list = self.points_list - normal = self.normal - if np.linalg.norm(normal) == 0: - sys.stderr.write('Not able to triangulate polygon\n') - return [self] - # are points concave or convex? - total_points_list, concave_points, convex_points = self._starting_lists(points_list, normal) + # todo: review triangulate_polygon in + # https://github.com/mikedh/trimesh/blob/dad11126742e140ef46ba12f8cb8643c83356467/trimesh/creation.py#L415, + # it had a problem with a class called 'triangle', but, if solved, + # it could be a very good substitute of this method + # this method is very dirty and has an infinite loop solved with a counter!! + if self._triangles is None: + points_list = self.points_list + normal = self.normal + if np.linalg.norm(normal) == 0: + sys.stderr.write('Not able to triangulate polygon\n') + return [self] + # are points concave or convex? + total_points_list, concave_points, convex_points = self._starting_lists(points_list, normal) - # list of ears - ears = [] - j = 0 - while (len(concave_points) > 3 or len(convex_points) != 0) and j < 100: - j += 1 - for i in range(0, len(concave_points)): - ear = self._triangle(points_list, total_points_list, concave_points[i]) - rest_points = [] - for points in total_points_list: - rest_points.append(list(self.coordinates[points])) - if self._is_ear(ear, rest_points): - ears.append(ear) - point_to_remove = concave_points[i] - previous_point_in_list, next_point_in_list = self._enveloping_points(point_to_remove, total_points_list) - total_points_list.remove(point_to_remove) - concave_points.remove(point_to_remove) - # Was any of the adjacent points convex? -> check if changed status to concave - for convex_point in convex_points: - if convex_point == previous_point_in_list: - concave_points, convex_points, end_loop = self._if_concave_change_status(normal, points_list, - convex_point, - total_points_list, - concave_points, convex_points, - previous_point_in_list) - if end_loop: - break - continue - if convex_point == next_point_in_list: - concave_points, convex_points, end_loop = self._if_concave_change_status(normal, points_list, - convex_point, - total_points_list, - concave_points, convex_points, - next_point_in_list) - if end_loop: - break - continue - break - if len(total_points_list) <= 3 and len(convex_points) > 0: - sys.stderr.write('Not able to triangulate polygon\n') - return [self] - if j >= 100: - sys.stderr.write('Not able to triangulate polygon\n') - return [self] - last_ear = self._triangle(points_list, total_points_list, concave_points[1]) - ears.append(last_ear) - self._triangles = ears - return self._triangles + # list of ears + ears = [] + j = 0 + while (len(concave_points) > 3 or len(convex_points) != 0) and j < 100: + j += 1 + for i in range(0, len(concave_points)): + ear = self._triangle(points_list, total_points_list, concave_points[i]) + rest_points = [] + for points in total_points_list: + rest_points.append(list(self.coordinates[points])) + if self._is_ear(ear, rest_points): + ears.append(ear) + point_to_remove = concave_points[i] + previous_point_in_list, next_point_in_list = self._enveloping_points(point_to_remove, + total_points_list) + total_points_list.remove(point_to_remove) + concave_points.remove(point_to_remove) + # Was any of the adjacent points convex? -> check if changed status to concave + for convex_point in convex_points: + if convex_point == previous_point_in_list: + concave_points, convex_points, end_loop = self._if_concave_change_status(normal, + points_list, + convex_point, + total_points_list, + concave_points, + convex_points, + previous_point_in_list) + if end_loop: + break + continue + if convex_point == next_point_in_list: + concave_points, convex_points, end_loop = self._if_concave_change_status(normal, + points_list, + convex_point, + total_points_list, + concave_points, + convex_points, + next_point_in_list) + if end_loop: + break + continue + break + if len(total_points_list) <= 3 and len(convex_points) > 0: + sys.stderr.write('Not able to triangulate polygon\n') + return [self] + if j >= 100: + sys.stderr.write('Not able to triangulate polygon\n') + return [self] + last_ear = self._triangle(points_list, total_points_list, concave_points[1]) + ears.append(last_ear) + self._triangles = ears + return self._triangles - @staticmethod - def _starting_lists(points_list, normal) -> [List[float], List[float], List[float]]: - """ + @staticmethod + def _starting_lists(points_list, normal) -> [List[float], List[float], List[float]]: + """ creates the list of vertices (points) that define the polygon (total_points_list), together with other two lists separating points between convex and concave :param points_list: points_list :param normal: normal :return: list[point], list[point], list[point] """ - concave_points = [] - convex_points = [] - # lists of concave and convex points - # case 1: first point - point = points_list[0:3] - previous_point = points_list[len(points_list) - 3:] - next_point = points_list[3:6] - index = 0 - total_points_list = [index] - if Polygon._point_is_concave(normal, point, previous_point, next_point): - concave_points.append(index) - else: - convex_points.append(index) - # case 2: all points except first and last - for i in range(0, int((len(points_list)-6)/3)): - point = points_list[(i+1)*3:(i+2)*3] - previous_point = points_list[i*3:(i+1)*3] - next_point = points_list[(i+2)*3:(i+3)*3] - index = i+1 - total_points_list.append(index) - if Polygon._point_is_concave(normal, point, previous_point, next_point): - concave_points.append(index) - else: - convex_points.append(index) - # case 3: last point - point = points_list[len(points_list) - 3:] - previous_point = points_list[len(points_list) - 6:len(points_list) - 3] - next_point = points_list[0:3] - index = int(len(points_list)/3) - 1 - total_points_list.append(index) - if Polygon._point_is_concave(normal, point, previous_point, next_point): - concave_points.append(index) - else: - convex_points.append(index) - return total_points_list, concave_points, convex_points + concave_points = [] + convex_points = [] + # lists of concave and convex points + # case 1: first point + point = points_list[0:3] + previous_point = points_list[len(points_list) - 3:] + next_point = points_list[3:6] + index = 0 + total_points_list = [index] + if Polygon._point_is_concave(normal, point, previous_point, next_point): + concave_points.append(index) + else: + convex_points.append(index) + # case 2: all points except first and last + for i in range(0, int((len(points_list) - 6) / 3)): + point = points_list[(i + 1) * 3:(i + 2) * 3] + previous_point = points_list[i * 3:(i + 1) * 3] + next_point = points_list[(i + 2) * 3:(i + 3) * 3] + index = i + 1 + total_points_list.append(index) + if Polygon._point_is_concave(normal, point, previous_point, next_point): + concave_points.append(index) + else: + convex_points.append(index) + # case 3: last point + point = points_list[len(points_list) - 3:] + previous_point = points_list[len(points_list) - 6:len(points_list) - 3] + next_point = points_list[0:3] + index = int(len(points_list) / 3) - 1 + total_points_list.append(index) + if Polygon._point_is_concave(normal, point, previous_point, next_point): + concave_points.append(index) + else: + convex_points.append(index) + return total_points_list, concave_points, convex_points - @staticmethod - def _triangle(points_list, total_points_list, point_position) -> Polygon: - """ + @staticmethod + def _triangle(points_list, total_points_list, point_position) -> Polygon: + """ creates a triangular polygon out of three points :param points_list: points_list :param total_points_list: [point] :param point_position: int :return: polygon """ - index = point_position * 3 - previous_point_index, next_point_index = Polygon._enveloping_points_indices(point_position, total_points_list) - points = points_list[previous_point_index:previous_point_index + 3] - points = np.append(points, points_list[index:index + 3]) - points = np.append(points, points_list[next_point_index:next_point_index + 3]) - rows = points.size // 3 - points = points.reshape(rows, 3) - triangle = Polygon(points) - return triangle + index = point_position * 3 + previous_point_index, next_point_index = Polygon._enveloping_points_indices(point_position, total_points_list) + points = points_list[previous_point_index:previous_point_index + 3] + points = np.append(points, points_list[index:index + 3]) + points = np.append(points, points_list[next_point_index:next_point_index + 3]) + rows = points.size // 3 + points = points.reshape(rows, 3) + triangle = Polygon(points) + return triangle - @staticmethod - def _enveloping_points_indices(point_position, total_points_list): - """ + @staticmethod + def _enveloping_points_indices(point_position, total_points_list): + """ due to the fact that the lists are not circular, a method to find the previous and next points of an specific one is needed :param point_position: int :param total_points_list: [point] :return: int, int """ - previous_point_index = None - next_point_index = None - if point_position == total_points_list[0]: - previous_point_index = total_points_list[len(total_points_list) - 1] * 3 - next_point_index = total_points_list[1] * 3 - if point_position == total_points_list[len(total_points_list) - 1]: - previous_point_index = total_points_list[len(total_points_list) - 2] * 3 - next_point_index = total_points_list[0] * 3 - for i in range(1, len(total_points_list)-1): - if point_position == total_points_list[i]: - previous_point_index = total_points_list[i - 1] * 3 - next_point_index = total_points_list[i + 1] * 3 - return previous_point_index, next_point_index + previous_point_index = None + next_point_index = None + if point_position == total_points_list[0]: + previous_point_index = total_points_list[len(total_points_list) - 1] * 3 + next_point_index = total_points_list[1] * 3 + if point_position == total_points_list[len(total_points_list) - 1]: + previous_point_index = total_points_list[len(total_points_list) - 2] * 3 + next_point_index = total_points_list[0] * 3 + for i in range(1, len(total_points_list) - 1): + if point_position == total_points_list[i]: + previous_point_index = total_points_list[i - 1] * 3 + next_point_index = total_points_list[i + 1] * 3 + return previous_point_index, next_point_index - @staticmethod - def _enveloping_points(point_to_remove, total_points_list): - """ + @staticmethod + def _enveloping_points(point_to_remove, total_points_list): + """ due to the fact that the lists are not circular, a method to find the previous and next points of an specific one is needed :param point_to_remove: point :param total_points_list: [point] :return: point, point """ - index = total_points_list.index(point_to_remove) - if index == 0: - previous_point_in_list = total_points_list[len(total_points_list) - 1] - next_point_in_list = total_points_list[1] - elif index == len(total_points_list) - 1: - previous_point_in_list = total_points_list[len(total_points_list) - 2] - next_point_in_list = total_points_list[0] - else: - previous_point_in_list = total_points_list[index - 1] - next_point_in_list = total_points_list[index + 1] - return previous_point_in_list, next_point_in_list + index = total_points_list.index(point_to_remove) + if index == 0: + previous_point_in_list = total_points_list[len(total_points_list) - 1] + next_point_in_list = total_points_list[1] + elif index == len(total_points_list) - 1: + previous_point_in_list = total_points_list[len(total_points_list) - 2] + next_point_in_list = total_points_list[0] + else: + previous_point_in_list = total_points_list[index - 1] + next_point_in_list = total_points_list[index + 1] + return previous_point_in_list, next_point_in_list - @staticmethod - def _is_ear(ear, points) -> bool: - """ + @staticmethod + def _is_ear(ear, points) -> bool: + """ finds whether a triangle is an ear of the polygon :param ear: polygon :param points: [point] :return: boolean """ - area_ear = ear.area - for point in points: - area_points = 0 - point_is_not_vertex = True - for i in range(0, 3): - if abs(np.linalg.norm(point) - np.linalg.norm(ear.coordinates[i])) < 0.0001: - point_is_not_vertex = False - break - if point_is_not_vertex: - for i in range(0, 3): - if i != 2: - new_points = ear.coordinates[i][:] - new_points = np.append(new_points, ear.coordinates[i + 1][:]) - new_points = np.append(new_points, point[:]) - else: - new_points = ear.coordinates[i][:] - new_points = np.append(new_points, point[:]) - new_points = np.append(new_points, ear.coordinates[0][:]) - rows = new_points.size // 3 - new_points = new_points.reshape(rows, 3) - new_triangle = Polygon(new_points) - area_points += new_triangle.area - if abs(area_points - area_ear) < 1e-6: - # point_inside_ear = True - return False - return True + area_ear = ear.area + for point in points: + area_points = 0 + point_is_not_vertex = True + for i in range(0, 3): + if abs(np.linalg.norm(point) - np.linalg.norm(ear.coordinates[i])) < 0.0001: + point_is_not_vertex = False + break + if point_is_not_vertex: + for i in range(0, 3): + if i != 2: + new_points = ear.coordinates[i][:] + new_points = np.append(new_points, ear.coordinates[i + 1][:]) + new_points = np.append(new_points, point[:]) + else: + new_points = ear.coordinates[i][:] + new_points = np.append(new_points, point[:]) + new_points = np.append(new_points, ear.coordinates[0][:]) + rows = new_points.size // 3 + new_points = new_points.reshape(rows, 3) + new_triangle = Polygon(new_points) + area_points += new_triangle.area + if abs(area_points - area_ear) < 1e-6: + # point_inside_ear = True + return False + return True - @staticmethod - def _if_concave_change_status(normal, points_list, convex_point, total_points_list, - concave_points, convex_points, point_in_list) -> [List[float], List[float], bool]: - """ + @staticmethod + def _if_concave_change_status(normal, points_list, convex_point, total_points_list, + concave_points, convex_points, point_in_list) -> [List[float], List[float], bool]: + """ checks whether an convex specific point change its status to concave after removing one ear in the polygon returning the new convex and concave points lists together with a flag advising that the list of total points already 3 and, therefore, the triangulation must be finished. @@ -436,32 +440,32 @@ class Polygon: :param point_in_list: int :return: list[points], list[points], boolean """ - end_loop = False - point = points_list[point_in_list * 3:(point_in_list + 1) * 3] - pointer = total_points_list.index(point_in_list) - 1 - if pointer < 0: - pointer = len(total_points_list) - 1 - previous_point = points_list[total_points_list[pointer] * 3:total_points_list[pointer] * 3 + 3] - pointer = total_points_list.index(point_in_list) + 1 - if pointer >= len(total_points_list): - pointer = 0 - next_point = points_list[total_points_list[pointer] * 3:total_points_list[pointer] * 3 + 3] - if Polygon._point_is_concave(normal, point, previous_point, next_point): - if concave_points[0] > convex_point: - concave_points.insert(0, convex_point) - elif concave_points[len(concave_points) - 1] < convex_point: - concave_points.append(convex_point) - else: - for point_index in range(0, len(concave_points) - 1): - if concave_points[point_index] < convex_point < concave_points[point_index + 1]: - concave_points.insert(point_index + 1, convex_point) - convex_points.remove(convex_point) - end_loop = True - return concave_points, convex_points, end_loop + end_loop = False + point = points_list[point_in_list * 3:(point_in_list + 1) * 3] + pointer = total_points_list.index(point_in_list) - 1 + if pointer < 0: + pointer = len(total_points_list) - 1 + previous_point = points_list[total_points_list[pointer] * 3:total_points_list[pointer] * 3 + 3] + pointer = total_points_list.index(point_in_list) + 1 + if pointer >= len(total_points_list): + pointer = 0 + next_point = points_list[total_points_list[pointer] * 3:total_points_list[pointer] * 3 + 3] + if Polygon._point_is_concave(normal, point, previous_point, next_point): + if concave_points[0] > convex_point: + concave_points.insert(0, convex_point) + elif concave_points[len(concave_points) - 1] < convex_point: + concave_points.append(convex_point) + else: + for point_index in range(0, len(concave_points) - 1): + if concave_points[point_index] < convex_point < concave_points[point_index + 1]: + concave_points.insert(point_index + 1, convex_point) + convex_points.remove(convex_point) + end_loop = True + return concave_points, convex_points, end_loop - @staticmethod - def _point_is_concave(normal, point, previous_point, next_point) -> bool: - """ + @staticmethod + def _point_is_concave(normal, point, previous_point, next_point) -> bool: + """ returns whether a point is concave :param normal: normal :param point: point @@ -469,179 +473,182 @@ class Polygon: :param next_point: point :return: boolean """ - is_concave = False - accepted_error = 0.1 - points = np.append(previous_point, point) - points = np.append(points, next_point) - rows = points.size // 3 - points = points.reshape(rows, 3) - triangle = Polygon(points) - error_sum = 0 - for i in range(0, len(normal)): - error_sum += triangle.normal[i] - normal[i] - if np.abs(error_sum) < accepted_error: - is_concave = True - return is_concave + is_concave = False + accepted_error = 0.1 + points = np.append(previous_point, point) + points = np.append(points, next_point) + rows = points.size // 3 + points = points.reshape(rows, 3) + triangle = Polygon(points) + error_sum = 0 + for i in range(0, len(normal)): + error_sum += triangle.normal[i] - normal[i] + if np.abs(error_sum) < accepted_error: + is_concave = True + return is_concave - @staticmethod - def _angle_between_vectors(vec_1, vec_2): - """ + @staticmethod + def _angle_between_vectors(vec_1, vec_2): + """ angle between vectors in radians :param vec_1: vector :param vec_2: vector :return: float """ - if np.linalg.norm(vec_1) == 0 or np.linalg.norm(vec_2) == 0: - sys.stderr.write("Warning: impossible to calculate angle between planes' normal. Return 0\n") - return 0 - cosine = np.dot(vec_1, vec_2) / np.linalg.norm(vec_1) / np.linalg.norm(vec_2) - if cosine > 1 and cosine-1 < 1e-5: - cosine = 1 - elif cosine < -1 and cosine+1 > -1e-5: - cosine = -1 - alpha = math.acos(cosine) - return alpha + if np.linalg.norm(vec_1) == 0 or np.linalg.norm(vec_2) == 0: + sys.stderr.write("Warning: impossible to calculate angle between planes' normal. Return 0\n") + return 0 + cosine = np.dot(vec_1, vec_2) / np.linalg.norm(vec_1) / np.linalg.norm(vec_2) + if cosine > 1 and cosine - 1 < 1e-5: + cosine = 1 + elif cosine < -1 and cosine + 1 > -1e-5: + cosine = -1 + alpha = math.acos(cosine) + return alpha - @property - def inverse(self): - """ + @property + def inverse(self): + """ Get the polygon coordinates in reversed order :return: [np.ndarray] """ - if self._inverse is None: - self._inverse = self.coordinates[::-1] - return self._inverse + if self._inverse is None: + self._inverse = self.coordinates[::-1] + return self._inverse - def divide(self, plane): - """ + def divide(self, plane): + """ Divides the polygon in two by a plane :param plane: plane that intersects with self to divide it in two parts (Plane) :return: Polygon, Polygon, [Point] """ - tri_polygons = Trimesh(vertices=self.vertices, faces=self.faces) - intersection = trimesh.intersections.mesh_plane(tri_polygons, plane.normal, plane.origin.coordinates) - polys_1 = trimesh.intersections.slice_mesh_plane(tri_polygons, plane.opposite_normal, plane.origin.coordinates) - polys_2 = trimesh.intersections.slice_mesh_plane(tri_polygons, plane.normal, plane.origin.coordinates) - triangles_1 = [] - for triangle in polys_1.triangles: - triangles_1.append(Polygon(triangle)) - polygon_1 = self._reshape(triangles_1) - triangles_2 = [] - for triangle in polys_2.triangles: - triangles_2.append(Polygon(triangle)) - polygon_2 = self._reshape(triangles_2) - return polygon_1, polygon_2, intersection + tri_polygons = Trimesh(vertices=self.vertices, faces=self.faces) + intersection = trimesh.intersections.mesh_plane(tri_polygons, plane.normal, plane.origin.coordinates) + polys_1 = trimesh.intersections.slice_mesh_plane(tri_polygons, plane.opposite_normal, plane.origin.coordinates) + polys_2 = trimesh.intersections.slice_mesh_plane(tri_polygons, plane.normal, plane.origin.coordinates) + triangles_1 = [] + for triangle in polys_1.triangles: + triangles_1.append(Polygon(triangle)) + polygon_1 = self._reshape(triangles_1) + triangles_2 = [] + for triangle in polys_2.triangles: + triangles_2.append(Polygon(triangle)) + polygon_2 = self._reshape(triangles_2) + return polygon_1, polygon_2, intersection - def _reshape(self, triangles) -> Polygon: - edges_list = [] - for i in range(0, len(triangles)): - for edge in triangles[i].edges: - if not self._edge_in_edges_list(edge, edges_list): - edges_list.append(edge) - else: - edges_list = self._remove_from_list(edge, edges_list) - points = self._order_points(edges_list) - return Polygon(points) + def _reshape(self, triangles) -> Polygon: + edges_list = [] + for i in range(0, len(triangles)): + for edge in triangles[i].edges: + if not self._edge_in_edges_list(edge, edges_list): + edges_list.append(edge) + else: + edges_list = self._remove_from_list(edge, edges_list) + points = self._order_points(edges_list) + return Polygon(points) - @staticmethod - def _edge_in_edges_list(edge, edges_list): - for edge_element in edges_list: - if (edge_element[0].distance_to_point(edge[0]) == 0 and edge_element[1].distance_to_point(edge[1]) == 0) or\ - (edge_element[1].distance_to_point(edge[0]) == 0 and edge_element[0].distance_to_point(edge[1]) == 0): - return True - return False + @staticmethod + def _edge_in_edges_list(edge, edges_list): + for edge_element in edges_list: + if (edge_element[0].distance_to_point(edge[0]) == 0 and edge_element[1].distance_to_point(edge[1]) == 0) or \ + (edge_element[1].distance_to_point(edge[0]) == 0 and edge_element[0].distance_to_point( + edge[1]) == 0): + return True + return False - @staticmethod - def _order_points(edges_list): - # todo: not sure that this method works for any case -> RECHECK - points = edges_list[0] - for _ in range(0, len(points)): - for i in range(1, len(edges_list)): - point_1 = edges_list[i][0] - point_2 = points[len(points)-1] - if point_1.distance_to_point(point_2) == 0: - points.append(edges_list[i][1]) - points.remove(points[len(points)-1]) - array_points = [] - for point in points: - array_points.append(point.coordinates) - return np.array(array_points) + @staticmethod + def _order_points(edges_list): + # todo: not sure that this method works for any case -> RECHECK + points = edges_list[0] + for _ in range(0, len(points)): + for i in range(1, len(edges_list)): + point_1 = edges_list[i][0] + point_2 = points[len(points) - 1] + if point_1.distance_to_point(point_2) == 0: + points.append(edges_list[i][1]) + points.remove(points[len(points) - 1]) + array_points = [] + for point in points: + array_points.append(point.coordinates) + return np.array(array_points) - @staticmethod - def _remove_from_list(edge, edges_list): - new_list = [] - for edge_element in edges_list: - if not((edge_element[0].distance_to_point(edge[0]) == 0 and edge_element[1].distance_to_point(edge[1]) == 0) or - (edge_element[1].distance_to_point(edge[0]) == 0 and edge_element[0].distance_to_point(edge[1]) == 0)): - new_list.append(edge_element) - return new_list + @staticmethod + def _remove_from_list(edge, edges_list): + new_list = [] + for edge_element in edges_list: + if not ((edge_element[0].distance_to_point(edge[0]) == 0 and edge_element[1].distance_to_point( + edge[1]) == 0) or + (edge_element[1].distance_to_point(edge[0]) == 0 and edge_element[0].distance_to_point( + edge[1]) == 0)): + new_list.append(edge_element) + return new_list - @property - def vertices(self) -> np.ndarray: - """ + @property + def vertices(self) -> np.ndarray: + """ Get polyhedron vertices :return: np.ndarray(int) """ - if self._vertices is None: - vertices, self._vertices = [], [] - _ = [vertices.extend(s.coordinates) for s in self.triangulate()] - for vertex_1 in vertices: - found = False - for vertex_2 in self._vertices: - found = False - power = 0 - for dimension in range(0, 3): - power += math.pow(vertex_2[dimension] - vertex_1[dimension], 2) - distance = math.sqrt(power) - if distance == 0: - found = True - break - if not found: - self._vertices.append(vertex_1) - self._vertices = np.asarray(self._vertices) - return self._vertices + if self._vertices is None: + vertices, self._vertices = [], [] + _ = [vertices.extend(s.coordinates) for s in self.triangulate()] + for vertex_1 in vertices: + found = False + for vertex_2 in self._vertices: + found = False + power = 0 + for dimension in range(0, 3): + power += math.pow(vertex_2[dimension] - vertex_1[dimension], 2) + distance = math.sqrt(power) + if distance == 0: + found = True + break + if not found: + self._vertices.append(vertex_1) + self._vertices = np.asarray(self._vertices) + return self._vertices - @property - def faces(self) -> List[List[int]]: - """ + @property + def faces(self) -> List[List[int]]: + """ Get polyhedron triangular faces :return: [face] """ - if self._faces is None: - self._faces = [] + if self._faces is None: + self._faces = [] - for polygon in self.triangulate(): - face = [] - points = polygon.coordinates - if len(points) != 3: - sub_polygons = polygon.triangulate() - # todo: I modified this! To be checked @Guille - if len(sub_polygons) >= 1: - for sub_polygon in sub_polygons: - face = [] - points = sub_polygon.coordinates - for point in points: - face.append(self._position_of(point, face)) - self._faces.append(face) - else: - for point in points: - face.append(self._position_of(point, face)) - self._faces.append(face) - return self._faces + for polygon in self.triangulate(): + face = [] + points = polygon.coordinates + if len(points) != 3: + sub_polygons = polygon.triangulate() + # todo: I modified this! To be checked @Guille + if len(sub_polygons) >= 1: + for sub_polygon in sub_polygons: + face = [] + points = sub_polygon.coordinates + for point in points: + face.append(self._position_of(point, face)) + self._faces.append(face) + else: + for point in points: + face.append(self._position_of(point, face)) + self._faces.append(face) + return self._faces - def _position_of(self, point, face): - """ + def _position_of(self, point, face): + """ position of a specific point in the list of points that define a face :return: int """ - vertices = self.vertices - for i in range(len(vertices)): - # ensure not duplicated vertex - power = 0 - vertex2 = vertices[i] - for dimension in range(0, 3): - power += math.pow(vertex2[dimension] - point[dimension], 2) - distance = math.sqrt(power) - if i not in face and distance == 0: - return i - return -1 + vertices = self.vertices + for i in range(len(vertices)): + # ensure not duplicated vertex + power = 0 + vertex2 = vertices[i] + for dimension in range(0, 3): + power += math.pow(vertex2[dimension] - point[dimension], 2) + distance = math.sqrt(power) + if i not in face and distance == 0: + return i + return -1 diff --git a/city_model_structure/attributes/polyhedron.py b/city_model_structure/attributes/polyhedron.py index 3f292f79..220dcdcc 100644 --- a/city_model_structure/attributes/polyhedron.py +++ b/city_model_structure/attributes/polyhedron.py @@ -14,240 +14,240 @@ from helpers.configuration_helper import ConfigurationHelper class Polyhedron: - """ + """ Polyhedron class """ - def __init__(self, polygons): - self._polygons = polygons - self._polyhedron = None - self._triangulated_polyhedron = None - self._volume = None - self._faces = None - self._vertices = None - self._trimesh = None - self._centroid = None - self._max_z = None - self._max_y = None - self._max_x = None - self._min_z = None - self._min_y = None - self._min_x = None + def __init__(self, polygons): + self._polygons = polygons + self._polyhedron = None + self._triangulated_polyhedron = None + self._volume = None + self._faces = None + self._vertices = None + self._trimesh = None + self._centroid = None + self._max_z = None + self._max_y = None + self._max_x = None + self._min_z = None + self._min_y = None + self._min_x = None - def _position_of(self, point, face): - """ + def _position_of(self, point, face): + """ position of a specific point in the list of points that define a face :return: int """ - vertices = self.vertices - for i in range(len(vertices)): - # ensure not duplicated vertex - power = 0 - vertex2 = vertices[i] - for dimension in range(0, 3): - power += math.pow(vertex2[dimension] - point[dimension], 2) - distance = math.sqrt(power) - if i not in face and distance == 0: - return i - return -1 + vertices = self.vertices + for i in range(len(vertices)): + # ensure not duplicated vertex + power = 0 + vertex2 = vertices[i] + for dimension in range(0, 3): + power += math.pow(vertex2[dimension] - point[dimension], 2) + distance = math.sqrt(power) + if i not in face and distance == 0: + return i + return -1 - @property - def vertices(self) -> np.ndarray: - """ + @property + def vertices(self) -> np.ndarray: + """ Get polyhedron vertices :return: np.ndarray(int) """ - if self._vertices is None: - vertices, self._vertices = [], [] - _ = [vertices.extend(s.coordinates) for s in self._polygons] - for vertex_1 in vertices: - found = False - for vertex_2 in self._vertices: - found = False - power = 0 - for dimension in range(0, 3): - power += math.pow(vertex_2[dimension] - vertex_1[dimension], 2) - distance = math.sqrt(power) - if distance == 0: - found = True - break - if not found: - self._vertices.append(vertex_1) - self._vertices = np.asarray(self._vertices) - return self._vertices + if self._vertices is None: + vertices, self._vertices = [], [] + _ = [vertices.extend(s.coordinates) for s in self._polygons] + for vertex_1 in vertices: + found = False + for vertex_2 in self._vertices: + found = False + power = 0 + for dimension in range(0, 3): + power += math.pow(vertex_2[dimension] - vertex_1[dimension], 2) + distance = math.sqrt(power) + if distance == 0: + found = True + break + if not found: + self._vertices.append(vertex_1) + self._vertices = np.asarray(self._vertices) + return self._vertices - @property - def faces(self) -> List[List[int]]: - """ + @property + def faces(self) -> List[List[int]]: + """ Get polyhedron triangular faces :return: [face] """ - if self._faces is None: - self._faces = [] + if self._faces is None: + self._faces = [] - for polygon in self._polygons: + for polygon in self._polygons: - face = [] - points = polygon.coordinates - if len(points) != 3: - sub_polygons = polygon.triangulate() - # todo: I modified this! To be checked @Guille - if len(sub_polygons) >= 1: - for sub_polygon in sub_polygons: - face = [] - points = sub_polygon.coordinates - for point in points: - face.append(self._position_of(point, face)) - self._faces.append(face) - else: - for point in points: - face.append(self._position_of(point, face)) - self._faces.append(face) - return self._faces + face = [] + points = polygon.coordinates + if len(points) != 3: + sub_polygons = polygon.triangulate() + # todo: I modified this! To be checked @Guille + if len(sub_polygons) >= 1: + for sub_polygon in sub_polygons: + face = [] + points = sub_polygon.coordinates + for point in points: + face.append(self._position_of(point, face)) + self._faces.append(face) + else: + for point in points: + face.append(self._position_of(point, face)) + self._faces.append(face) + return self._faces - @property - def trimesh(self) -> Union[Trimesh, None]: - """ + @property + def trimesh(self) -> Union[Trimesh, None]: + """ Get polyhedron trimesh :return: Trimesh """ - if self._trimesh is None: - for face in self.faces: - if len(face) != 3: - sys.stderr.write('Not able to generate trimesh\n') - return None - self._trimesh = Trimesh(vertices=self.vertices, faces=self.faces) - return self._trimesh + if self._trimesh is None: + for face in self.faces: + if len(face) != 3: + sys.stderr.write('Not able to generate trimesh\n') + return None + self._trimesh = Trimesh(vertices=self.vertices, faces=self.faces) + return self._trimesh - @property - def volume(self): - """ + @property + def volume(self): + """ Get polyhedron volume in cubic meters :return: float """ - if self._volume is None: - if self.trimesh is None: - self._volume = np.inf - elif not self.trimesh.is_volume: - self._volume = np.inf - else: - self._volume = self.trimesh.volume - return self._volume + if self._volume is None: + if self.trimesh is None: + self._volume = np.inf + elif not self.trimesh.is_volume: + self._volume = np.inf + else: + self._volume = self.trimesh.volume + return self._volume - @property - def max_z(self): - """ + @property + def max_z(self): + """ Get polyhedron maximal z value in meters :return: float """ - if self._max_z is None: - self._max_z = ConfigurationHelper().min_coordinate - for polygon in self._polygons: - for point in polygon.coordinates: - self._max_z = max(self._max_z, point[2]) - return self._max_z + if self._max_z is None: + self._max_z = ConfigurationHelper().min_coordinate + for polygon in self._polygons: + for point in polygon.coordinates: + self._max_z = max(self._max_z, point[2]) + return self._max_z - @property - def max_y(self): - """ + @property + def max_y(self): + """ Get polyhedron maximal y value in meters :return: float """ - if self._max_y is None: - self._max_y = ConfigurationHelper().min_coordinate - for polygon in self._polygons: - for point in polygon.coordinates: - if self._max_y < point[1]: - self._max_y = point[1] - return self._max_y + if self._max_y is None: + self._max_y = ConfigurationHelper().min_coordinate + for polygon in self._polygons: + for point in polygon.coordinates: + if self._max_y < point[1]: + self._max_y = point[1] + return self._max_y - @property - def max_x(self): - """ + @property + def max_x(self): + """ Get polyhedron maximal x value in meters :return: float """ - if self._max_x is None: - self._max_x = ConfigurationHelper().min_coordinate - for polygon in self._polygons: - for point in polygon.coordinates: - self._max_x = max(self._max_x, point[0]) - return self._max_x + if self._max_x is None: + self._max_x = ConfigurationHelper().min_coordinate + for polygon in self._polygons: + for point in polygon.coordinates: + self._max_x = max(self._max_x, point[0]) + return self._max_x - @property - def min_z(self): - """ + @property + def min_z(self): + """ Get polyhedron minimal z value in meters :return: float """ - if self._min_z is None: - self._min_z = self.max_z - for polygon in self._polygons: - for point in polygon.coordinates: - if self._min_z > point[2]: - self._min_z = point[2] - return self._min_z + if self._min_z is None: + self._min_z = self.max_z + for polygon in self._polygons: + for point in polygon.coordinates: + if self._min_z > point[2]: + self._min_z = point[2] + return self._min_z - @property - def min_y(self): - """ + @property + def min_y(self): + """ Get polyhedron minimal y value in meters :return: float """ - if self._min_y is None: - self._min_y = self.max_y - for polygon in self._polygons: - for point in polygon.coordinates: - if self._min_y > point[1]: - self._min_y = point[1] - return self._min_y + if self._min_y is None: + self._min_y = self.max_y + for polygon in self._polygons: + for point in polygon.coordinates: + if self._min_y > point[1]: + self._min_y = point[1] + return self._min_y - @property - def min_x(self): - """ + @property + def min_x(self): + """ Get polyhedron minimal x value in meters :return: float """ - if self._min_x is None: - self._min_x = self.max_x - for polygon in self._polygons: - for point in polygon.coordinates: - if self._min_x > point[0]: - self._min_x = point[0] - return self._min_x + if self._min_x is None: + self._min_x = self.max_x + for polygon in self._polygons: + for point in polygon.coordinates: + if self._min_x > point[0]: + self._min_x = point[0] + return self._min_x - @property - def centroid(self) -> Union[None, List[float]]: - """ + @property + def centroid(self) -> Union[None, List[float]]: + """ Get polyhedron centroid :return: [x,y,z] """ - if self._centroid is None: - trimesh = self.trimesh - if trimesh is None: - return None - self._centroid = self.trimesh.centroid - return self._centroid + if self._centroid is None: + trimesh = self.trimesh + if trimesh is None: + return None + self._centroid = self.trimesh.centroid + return self._centroid - def stl_export(self, full_path): - """ + def stl_export(self, full_path): + """ Export the polyhedron to stl given file :param full_path: str :return: None """ - self.trimesh.export(full_path, 'stl_ascii') + self.trimesh.export(full_path, 'stl_ascii') - def obj_export(self, full_path): - """ + def obj_export(self, full_path): + """ Export the polyhedron to obj given file :param full_path: str :return: None """ - self.trimesh.export(full_path, 'obj') + self.trimesh.export(full_path, 'obj') - def show(self): - """ + def show(self): + """ Auxiliary function to render the polyhedron :return: None """ - self.trimesh.show() + self.trimesh.show() diff --git a/city_model_structure/attributes/schedule.py b/city_model_structure/attributes/schedule.py index 76bbf47b..1924dd7b 100644 --- a/city_model_structure/attributes/schedule.py +++ b/city_model_structure/attributes/schedule.py @@ -9,130 +9,131 @@ from typing import Union, List class Schedule: - """ + """ Schedule class """ - def __init__(self): - self._id = None - self._type = None - self._values = None - self._data_type = None - self._time_step = None - self._time_range = None - self._day_types = None - @property - def id(self): - """ + def __init__(self): + self._id = None + self._type = None + self._values = None + self._data_type = None + self._time_step = None + self._time_range = None + self._day_types = None + + @property + def id(self): + """ Get schedule id, an universally unique identifier randomly generated :return: str """ - if self._id is None: - self._id = uuid.uuid4() - return self._id + if self._id is None: + self._id = uuid.uuid4() + return self._id - @property - def type(self) -> Union[None, str]: - """ + @property + def type(self) -> Union[None, str]: + """ Get schedule type :return: None or str """ - return self._type + return self._type - @type.setter - def type(self, value): - """ + @type.setter + def type(self, value): + """ Set schedule type :param: str """ - if value is not None: - self._type = str(value) + if value is not None: + self._type = str(value) - @property - def values(self): - """ + @property + def values(self): + """ Get schedule values :return: [Any] """ - return self._values + return self._values - @values.setter - def values(self, value): - """ + @values.setter + def values(self, value): + """ Set schedule values :param: [Any] """ - self._values = value + self._values = value - @property - def data_type(self) -> Union[None, str]: - """ + @property + def data_type(self) -> Union[None, str]: + """ Get schedule data type from: ['any_number', 'fraction', 'on_off', 'temperature', 'humidity', 'control_type'] :return: None or str """ - return self._data_type + return self._data_type - @data_type.setter - def data_type(self, value): - """ + @data_type.setter + def data_type(self, value): + """ Set schedule data type :param: str """ - if value is not None: - self._data_type = str(value) + if value is not None: + self._data_type = str(value) - @property - def time_step(self) -> Union[None, str]: - """ + @property + def time_step(self) -> Union[None, str]: + """ Get schedule time step from: ['second', 'minute', 'hour', 'day', 'week', 'month'] :return: None or str """ - return self._time_step + return self._time_step - @time_step.setter - def time_step(self, value): - """ + @time_step.setter + def time_step(self, value): + """ Set schedule time step :param: str """ - if value is not None: - self._time_step = str(value) + if value is not None: + self._time_step = str(value) - @property - def time_range(self) -> Union[None, str]: - """ + @property + def time_range(self) -> Union[None, str]: + """ Get schedule time range from: ['minute', 'hour', 'day', 'week', 'month', 'year'] :return: None or str """ - return self._time_range + return self._time_range - @time_range.setter - def time_range(self, value): - """ + @time_range.setter + def time_range(self, value): + """ Set schedule time range :param: str """ - if value is not None: - self._time_range = str(value) + if value is not None: + self._time_range = str(value) - @property - def day_types(self) -> Union[None, List[str]]: - """ + @property + def day_types(self) -> Union[None, List[str]]: + """ Get schedule day types, as many as needed from: ['monday', 'tuesday', 'wednesday', 'thursday', 'friday', 'saturday', 'sunday', 'holiday', 'winter_design_day', 'summer_design_day'] :return: None or [str] """ - return self._day_types + return self._day_types - @day_types.setter - def day_types(self, value): - """ + @day_types.setter + def day_types(self, value): + """ Set schedule day types :param: [str] """ - if value is not None: - self._day_types = [str(i) for i in value] + if value is not None: + self._day_types = [str(i) for i in value] From 19518610619d5488bb6b3fbf981289894057ff55 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Tue, 19 Oct 2021 17:17:11 +0000 Subject: [PATCH 02/29] Finished defining the data structure heat pump --- .../{EnergySystem.py => energy_system.py} | 0 .../energy_systems/heat_pump.py | 159 ++++++++++++++---- .../xlsx_heat_pump_parameters.py | 2 +- 3 files changed, 131 insertions(+), 30 deletions(-) rename city_model_structure/{EnergySystem.py => energy_system.py} (100%) diff --git a/city_model_structure/EnergySystem.py b/city_model_structure/energy_system.py similarity index 100% rename from city_model_structure/EnergySystem.py rename to city_model_structure/energy_system.py diff --git a/city_model_structure/energy_systems/heat_pump.py b/city_model_structure/energy_systems/heat_pump.py index 7c22f0b3..b4fdd62f 100644 --- a/city_model_structure/energy_systems/heat_pump.py +++ b/city_model_structure/energy_systems/heat_pump.py @@ -2,45 +2,146 @@ heat_pump module defines a heat pump SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2020 Project Author Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Contributor Peter Yefi peteryefi@gmail.com """ -from typing import Union +from typing import List class HeatPump: - """ + """ HeatPump class """ - def __init__(self): - self._model = None - self._cooling_pf = None - self._cooling_pa = None - self._cooling_qw = None - self._heating_pf = None - self._heating_pa = None - self._heating_qw = None - @property - def model(self): - """ + def __init__(self): + self._model = None + self._cooling_pf = None + self._cooling_pa = None + self._cooling_qw = None + self._heating_pf = None + self._heating_pa = None + self._heating_qw = None + + @property + def model(self) -> str: + """ Get model name :return: str """ - return self._model + return self._model - @property - def cooling_pf(self): - """ - Get cooling capacity in kW - :return: [[float]] - """ - return self._cooling_pf + @model.setter + def model(self, value): + """ + Set model (name, indicated in capacity) + :param value: str + """ + if self._model is None: + self._model = value - @cooling_pf.setter - def cooling_pf(self, value): - """ - Set cooling capacity in kW - :param value: [[float]] - """ - if self._cooling_pf is None: - self._cooling_pf = value + @property + def cooling_pf(self) -> List[float]: + """ + Get cooling capacity in kW + :return: [[float]] + """ + return self._cooling_pf + + @cooling_pf.setter + def cooling_pf(self, value): + """ + Set cooling capacity in kW + :param value: [[float]] + """ + if self._cooling_pf is None: + self._cooling_pf = value + + @property + def cooling_pa(self) -> List[float]: + """ + Get cooling compressor power input in kW + :return: [[float]] + """ + return self._cooling_pa + + @cooling_pa.setter + def cooling_pa(self, value): + """ + Set the cooling compressor in kW + :param value: [[float]] + :return: + """ + if self._cooling_pa is None: + self._cooling_pa = value + + @property + def cooling_qw(self) -> List[float]: + """ + Get Water flow in m3/h + :return: [[float]] + """ + return self._cooling_qw + + @cooling_qw.setter + def cooling_qw(self, value): + """ + Set water flow in m3/h + :param value: [[float]] + :return: + """ + if self._cooling_qw is None: + self._cooling_qw = value + + @property + def heating_pf(self) -> List[float]: + """ + Get heating capacity kW + :return: [[float]] + """ + return self._heating_pf + + @heating_pf.setter + def heating_pf(self, value): + """ + Set the heating capacity in kW + :param value: [[float]] + :return: + """ + if self._heating_pf is None: + self._heating_pf = value + + @property + def heating_pa(self) -> List[float]: + """ + Get heating compressor power kW + :return: [[float]] + """ + return self._heating_pa + + @heating_pa.setter + def heating_pa(self, value): + """ + Set the heating compressor power in kW + :param value: [[float]] + :return: + """ + if self._heating_pa is None: + self._heating_pa = value + + @property + def heating_qw(self) -> List[float]: + """ + Get heating water flow in m3/h + :return: [[float]] + """ + return self._heating_qw + + @heating_qw.setter + def heating_qw(self, value): + """ + Set the heating water flow in m3/h + :param value: [[float]] + :return: + """ + if self._heating_qw is None: + self._heating_qw = value diff --git a/imports/energy_systems/xlsx_heat_pump_parameters.py b/imports/energy_systems/xlsx_heat_pump_parameters.py index a93e52d3..b26a2d7a 100644 --- a/imports/energy_systems/xlsx_heat_pump_parameters.py +++ b/imports/energy_systems/xlsx_heat_pump_parameters.py @@ -1,7 +1,7 @@ """ XlsxHeatPumpParameters import the heat pump information SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2020 Project Author +Copyright © 2020 Project Author Peter Yefi peteryefi@gmail.com Contributor Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ From df3f33b45a9d69f0eb136bdd7a8b8ae2d0ee46ff Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Wed, 20 Oct 2021 13:00:59 +0000 Subject: [PATCH 03/29] Added a method to read heat pump data into dictionary --- city_model_structure/energy_system.py | 14 ++--- .../xlsx_heat_pump_parameters.py | 54 +++++++++++++++---- 2 files changed, 52 insertions(+), 16 deletions(-) diff --git a/city_model_structure/energy_system.py b/city_model_structure/energy_system.py index 6df539d6..eb2deb71 100644 --- a/city_model_structure/energy_system.py +++ b/city_model_structure/energy_system.py @@ -9,14 +9,14 @@ from city_model_structure.energy_systems.heat_pump import HeatPump class EnergySystem(CityObject): - """ + """ EnergySystem(CityObject) class """ - def __init__(self, name, lod, surfaces, city_lower_corner): - super().__init__(name, lod, surfaces, city_lower_corner) - self._heat_pump = None - @property - def heat_pump(self) -> HeatPump: - return self._heat_pump + def __init__(self, name, lod, surfaces, city_lower_corner): + super().__init__(name, lod, surfaces, city_lower_corner) + self._heat_pump = None + @property + def heat_pump(self) -> HeatPump: + return self._heat_pump diff --git a/imports/energy_systems/xlsx_heat_pump_parameters.py b/imports/energy_systems/xlsx_heat_pump_parameters.py index b26a2d7a..7d37874f 100644 --- a/imports/energy_systems/xlsx_heat_pump_parameters.py +++ b/imports/energy_systems/xlsx_heat_pump_parameters.py @@ -5,22 +5,58 @@ Copyright © 2020 Project Author Peter Yefi peteryefi@gmail.com Contributor Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ +import pandas as pd +from typing import Dict + class XlsxHeatPumpParameters: - """ + """ XlsxHeatPumpParameters class """ - def __init__(self, city, base_path): - self._city = city - self._base_path = (base_path / 'heat_pumps/Air source.xlsx') - def _read_file(self): - """ + def __init__(self, city, base_path): + self._city = city + self._base_path = (base_path / 'heat_pumps/Air source.xlsx') + + def _read_file(self) -> Dict: + """ reads xlsx file containing the heat pump information + into a dictionary + :return : Dict """ + xl_file = pd.ExcelFile(self._base_path) + heat_pump_dfs = {sheet_name: xl_file.parse(sheet_name) + for sheet_name in xl_file.sheet_names} - def enrich_city(self): - """ + cooling_data = {} + heating_data = {} + + for sheet, dataframe in heat_pump_dfs.items(): + if sheet == "Summary": + continue + # Remove nan rows and columns and extract cooling and heating data + # for each sheet + df = heat_pump_dfs[sheet].dropna(axis=1, how='all') + cooling_df = df.iloc[4:34, 0:8] + heating_df = df.iloc[4:29, 8:20] + + # extract the data into dictionaries each sheet is a key entry in the + # dictionary + cooling_data[sheet] = {} + heating_data[sheet] = {} + i = 0 + # for each sheet extract data for twout/Ta.RU temperatures. Thus, the twout + # temp is the key for the values of pf,pa,qw data + while i < 25: + cooling_data[sheet][cooling_df.iloc[i][0]] = cooling_df.iloc[i + 1:i + 4, 2:8].values.tolist() + heating_data[sheet][heating_df.iloc[i][0]] = cooling_df.iloc[i + 1:i + 4, 2:8].values.tolist() + i = i + 5 + # extract the last cooling data + cooling_data[sheet][cooling_df.iloc[i][0]] = cooling_df.iloc[i + 1:i + 4, 2:8] + return {"cooling": cooling_data, "heating": heating_data} + + def enrich_city(self): + """ Enriches the city with information from file """ - return self._city + return self._city From 567fde00128cda960ae84f7728bbae57f4d938bf Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Thu, 21 Oct 2021 13:49:26 +0000 Subject: [PATCH 04/29] Included energy systems attribute --- city_model_structure/city.py | 434 ++++++++++++++++++----------------- 1 file changed, 226 insertions(+), 208 deletions(-) diff --git a/city_model_structure/city.py b/city_model_structure/city.py index d6537265..9f6b0e0a 100644 --- a/city_model_structure/city.py +++ b/city_model_structure/city.py @@ -2,6 +2,7 @@ City module SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2020 Project Author Guille Gutierrez guillermo.gutierrezmorote@concordia.ca +Contributor Peter Yefi peteryefi@gmail.com """ from __future__ import annotations import sys @@ -20,342 +21,359 @@ from city_model_structure.parts_consisting_building import PartsConsistingBuildi from city_model_structure.subway_entrance import SubwayEntrance from helpers.geometry_helper import GeometryHelper from helpers.location import Location +from city_model_structure.energy_system import EnergySystem class City: - """ + """ City class """ - def __init__(self, lower_corner, upper_corner, srs_name): - self._name = None - self._lower_corner = lower_corner - self._upper_corner = upper_corner - self._buildings = None - self._subway_entrances = None - self._srs_name = srs_name - self._geometry = GeometryHelper() - # todo: right now extracted at city level, in the future should be extracted also at building level if exist - self._location = None - self._country_code = None - self._climate_reference_city = None - self._climate_file = None - self._latitude = None - self._longitude = None - self._time_zone = None - self._buildings_clusters = None - self._parts_consisting_buildings = None - self._city_objects_clusters = None - self._city_objects = None + def __init__(self, lower_corner, upper_corner, srs_name): + self._name = None + self._lower_corner = lower_corner + self._upper_corner = upper_corner + self._buildings = None + self._subway_entrances = None + self._srs_name = srs_name + self._geometry = GeometryHelper() + # todo: right now extracted at city level, in the future should be extracted also at building level if exist + self._location = None + self._country_code = None + self._climate_reference_city = None + self._climate_file = None + self._latitude = None + self._longitude = None + self._time_zone = None + self._buildings_clusters = None + self._parts_consisting_buildings = None + self._city_objects_clusters = None + self._city_objects = None + self._energy_systems = None - def _get_location(self) -> Location: - if self._location is None: - gps = pyproj.CRS('EPSG:4326') # LatLon with WGS84 datum used by GPS units and Google Earth - try: - input_reference = pyproj.CRS(self.srs_name) # Projected coordinate system from input data - except pyproj.exceptions.CRSError: - sys.stderr.write('Invalid projection reference system, please check the input data. ' - '(e.g. in CityGML files: srs_name)\n') - sys.exit() - transformer = Transformer.from_crs(input_reference, gps) - coordinates = transformer.transform(self.lower_corner[0], self.lower_corner[1]) - self._location = GeometryHelper.get_location(coordinates[0], coordinates[1]) - return self._location + def _get_location(self) -> Location: + if self._location is None: + gps = pyproj.CRS('EPSG:4326') # LatLon with WGS84 datum used by GPS units and Google Earth + try: + input_reference = pyproj.CRS(self.srs_name) # Projected coordinate system from input data + except pyproj.exceptions.CRSError: + sys.stderr.write('Invalid projection reference system, please check the input data. ' + '(e.g. in CityGML files: srs_name)\n') + sys.exit() + transformer = Transformer.from_crs(input_reference, gps) + coordinates = transformer.transform(self.lower_corner[0], self.lower_corner[1]) + self._location = GeometryHelper.get_location(coordinates[0], coordinates[1]) + return self._location - @property - def country_code(self): - """ + @property + def country_code(self): + """ Get city country code :return: str """ - return self._get_location().country + return self._get_location().country - @property - def name(self): - """ + @property + def name(self): + """ Get city name :return: str """ - return self._get_location().city + return self._get_location().city - @property - def climate_reference_city(self) -> Union[None, str]: - """ + @property + def climate_reference_city(self) -> Union[None, str]: + """ Get the name for the climatic information reference city :return: None or str """ - return self._climate_reference_city + return self._climate_reference_city - @climate_reference_city.setter - def climate_reference_city(self, value): - """ + @climate_reference_city.setter + def climate_reference_city(self, value): + """ Set the name for the climatic information reference city :param value: str """ - if value is not None: - self._climate_reference_city = str(value) + if value is not None: + self._climate_reference_city = str(value) - @property - def climate_file(self) -> Union[None, Path]: - """ + @property + def climate_file(self) -> Union[None, Path]: + """ Get the climate file full path :return: None or Path """ - return self._climate_file + return self._climate_file - @climate_file.setter - def climate_file(self, value): - """ + @climate_file.setter + def climate_file(self, value): + """ Set the climate file full path :param value: Path """ - if value is not None: - self._climate_file = Path(value) + if value is not None: + self._climate_file = Path(value) - @property - def city_objects(self) -> Union[List[CityObject], None]: - """ + @property + def city_objects(self) -> Union[List[CityObject], None]: + """ Get the city objects belonging to the city :return: None or [CityObject] """ - if self._city_objects is None: - if self.city_objects_clusters is None: - self._city_objects = [] - else: - self._city_objects = self.city_objects_clusters - if self.buildings is not None: - for building in self.buildings: - self._city_objects.append(building) - if self.subway_entrances is not None: - for subway_entrance in self.subway_entrances: - self._city_objects.append(subway_entrance) - return self._city_objects + if self._city_objects is None: + if self.city_objects_clusters is None: + self._city_objects = [] + else: + self._city_objects = self.city_objects_clusters + if self.buildings is not None: + for building in self.buildings: + self._city_objects.append(building) + if self.subway_entrances is not None: + for subway_entrance in self.subway_entrances: + self._city_objects.append(subway_entrance) + if self.energy_systems is not None: + for energy_system in self.energy_systems: + self._city_objects.append(energy_system) + return self._city_objects - @property - def buildings(self) -> Union[List[Building], None]: - """ + @property + def buildings(self) -> Union[List[Building], None]: + """ Get the buildings belonging to the city :return: None or [Building] """ - return self._buildings + return self._buildings - @property - def subway_entrances(self) -> Union[List[SubwayEntrance], None]: - """ + @property + def subway_entrances(self) -> Union[List[SubwayEntrance], None]: + """ Get the subway entrances belonging to the city :return: a list of subway entrances objects or none """ - return self._subway_entrances + return self._subway_entrances - @property - def lower_corner(self) -> List[float]: - """ + @property + def lower_corner(self) -> List[float]: + """ Get city lower corner :return: [x,y,z] """ - return self._lower_corner + return self._lower_corner - @property - def upper_corner(self) -> List[float]: - """ + @property + def upper_corner(self) -> List[float]: + """ Get city upper corner :return: [x,y,z] """ - return self._upper_corner + return self._upper_corner - def city_object(self, name) -> Union[CityObject, None]: - """ + def city_object(self, name) -> Union[CityObject, None]: + """ Retrieve the city CityObject with the given name :param name:str :return: None or CityObject """ - for city_object in self.buildings: - if city_object.name == name: - return city_object - return None + for city_object in self.buildings: + if city_object.name == name: + return city_object + return None - def add_city_object(self, new_city_object): - """ + def add_city_object(self, new_city_object): + """ Add a CityObject to the city :param new_city_object:CityObject :return: None or not implemented error """ - if new_city_object.type == 'building': - if self._buildings is None: - self._buildings = [] - self._buildings.append(new_city_object) - elif new_city_object.type == 'subway_entrance': - if self._subway_entrances is None: - self._subway_entrances = [] - self._subway_entrances.append(new_city_object) - else: - raise NotImplementedError(new_city_object.type) + if new_city_object.type == 'building': + if self._buildings is None: + self._buildings = [] + self._buildings.append(new_city_object) + elif new_city_object.type == 'subway_entrance': + if self._subway_entrances is None: + self._subway_entrances = [] + self._subway_entrances.append(new_city_object) + elif new_city_object.type == 'energy_system': + if self._energy_systems is None: + self._energy_systems = [] + self._energy_systems.append(new_city_object) + else: + raise NotImplementedError(new_city_object.type) - def remove_city_object(self, city_object): - """ + def remove_city_object(self, city_object): + """ Remove a CityObject from the city :param city_object:CityObject :return: None """ - if city_object.type != 'building': - raise NotImplementedError(city_object.type) - if self._buildings is None or self._buildings == []: - sys.stderr.write('Warning: impossible to remove city_object, the city is empty\n') - else: - if city_object in self._buildings: - self._buildings.remove(city_object) + if city_object.type != 'building': + raise NotImplementedError(city_object.type) + if self._buildings is None or self._buildings == []: + sys.stderr.write('Warning: impossible to remove city_object, the city is empty\n') + else: + if city_object in self._buildings: + self._buildings.remove(city_object) - @property - def srs_name(self) -> Union[None, str]: - """ + @property + def srs_name(self) -> Union[None, str]: + """ Get city srs name :return: None or str """ - return self._srs_name + return self._srs_name - @name.setter - def name(self, value): - """ + @name.setter + def name(self, value): + """ Set city name :param value:str """ - if value is not None: - self._name = str(value) + if value is not None: + self._name = str(value) - @staticmethod - def load(city_filename) -> City: - """ + @staticmethod + def load(city_filename) -> City: + """ Load a city saved with city.save(city_filename) :param city_filename: city filename :return: City """ - with open(city_filename, 'rb') as file: - return pickle.load(file) + with open(city_filename, 'rb') as file: + return pickle.load(file) - def save(self, city_filename): - """ + def save(self, city_filename): + """ Save a city into the given filename :param city_filename: destination city filename :return: None """ - with open(city_filename, 'wb') as file: - pickle.dump(self, file) + with open(city_filename, 'wb') as file: + pickle.dump(self, file) - def region(self, center, radius) -> City: - """ + def region(self, center, radius) -> City: + """ Get a region from the city :param center: specific point in space [x, y, z] :param radius: distance to center of the sphere selected in meters :return: selected_region_city """ - selected_region_lower_corner = [center[0] - radius, center[1] - radius, center[2] - radius] - selected_region_upper_corner = [center[0] + radius, center[1] + radius, center[2] + radius] - selected_region_city = City(selected_region_lower_corner, selected_region_upper_corner, srs_name=self.srs_name) - selected_region_city.climate_file = self.climate_file -# selected_region_city.climate_reference_city = self.climate_reference_city - for city_object in self.city_objects: - location = city_object.centroid - if location is not None: - distance = math.sqrt(math.pow(location[0]-center[0], 2) + math.pow(location[1]-center[1], 2) - + math.pow(location[2]-center[2], 2)) - if distance < radius: - selected_region_city.add_city_object(city_object) - return selected_region_city + selected_region_lower_corner = [center[0] - radius, center[1] - radius, center[2] - radius] + selected_region_upper_corner = [center[0] + radius, center[1] + radius, center[2] + radius] + selected_region_city = City(selected_region_lower_corner, selected_region_upper_corner, srs_name=self.srs_name) + selected_region_city.climate_file = self.climate_file + # selected_region_city.climate_reference_city = self.climate_reference_city + for city_object in self.city_objects: + location = city_object.centroid + if location is not None: + distance = math.sqrt(math.pow(location[0] - center[0], 2) + math.pow(location[1] - center[1], 2) + + math.pow(location[2] - center[2], 2)) + if distance < radius: + selected_region_city.add_city_object(city_object) + return selected_region_city - @property - def latitude(self) -> Union[None, float]: - """ + @property + def latitude(self) -> Union[None, float]: + """ Get city latitude in degrees :return: None or float """ - return self._latitude + return self._latitude - @latitude.setter - def latitude(self, value): - """ + @latitude.setter + def latitude(self, value): + """ Set city latitude in degrees :parameter value: float """ - if value is not None: - self._latitude = float(value) + if value is not None: + self._latitude = float(value) - @property - def longitude(self) -> Union[None, float]: - """ + @property + def longitude(self) -> Union[None, float]: + """ Get city longitude in degrees :return: None or float """ - return self._longitude + return self._longitude - @longitude.setter - def longitude(self, value): - """ + @longitude.setter + def longitude(self, value): + """ Set city longitude in degrees :parameter value: float """ - if value is not None: - self._longitude = float(value) + if value is not None: + self._longitude = float(value) - @property - def time_zone(self) -> Union[None, float]: - """ + @property + def time_zone(self) -> Union[None, float]: + """ Get city time_zone :return: None or float """ - return self._time_zone + return self._time_zone - @time_zone.setter - def time_zone(self, value): - """ + @time_zone.setter + def time_zone(self, value): + """ Set city time_zone :parameter value: float """ - if value is not None: - self._time_zone = float(value) + if value is not None: + self._time_zone = float(value) - @property - def buildings_clusters(self) -> Union[List[BuildingsCluster], None]: - """ + @property + def buildings_clusters(self) -> Union[List[BuildingsCluster], None]: + """ Get buildings clusters belonging to the city :return: None or [BuildingsCluster] """ - return self._buildings_clusters + return self._buildings_clusters - @property - def parts_consisting_buildings(self) -> Union[List[PartsConsistingBuilding], None]: - """ + @property + def parts_consisting_buildings(self) -> Union[List[PartsConsistingBuilding], None]: + """ Get parts consisting buildings belonging to the city :return: None or [PartsConsistingBuilding] """ - return self._parts_consisting_buildings + return self._parts_consisting_buildings - @property - def city_objects_clusters(self) -> Union[List[CityObjectsCluster], None]: - """ + @property + def energy_systems(self) -> Union[List[EnergySystem], None]: + """ + Get energy systems belonging to the city + :return: None or [EnergySystem] + """ + return self._energy_systems + + @property + def city_objects_clusters(self) -> Union[List[CityObjectsCluster], None]: + """ Get city objects clusters belonging to the city :return: None or [CityObjectsCluster] """ - if self.buildings_clusters is None: - self._city_objects_clusters = [] - else: - self._city_objects_clusters = self.buildings_clusters - if self.parts_consisting_buildings is not None: - self._city_objects_clusters.append(self.parts_consisting_buildings) - return self._city_objects_clusters + if self.buildings_clusters is None: + self._city_objects_clusters = [] + else: + self._city_objects_clusters = self.buildings_clusters + if self.parts_consisting_buildings is not None: + self._city_objects_clusters.append(self.parts_consisting_buildings) + return self._city_objects_clusters - def add_city_objects_cluster(self, new_city_objects_cluster): - """ + def add_city_objects_cluster(self, new_city_objects_cluster): + """ Add a CityObject to the city :param new_city_objects_cluster:CityObjectsCluster :return: None or NotImplementedError """ - if new_city_objects_cluster.type == 'buildings': - if self._buildings_clusters is None: - self._buildings_clusters = [] - self._buildings_clusters.append(new_city_objects_cluster) - elif new_city_objects_cluster.type == 'building_parts': - if self._parts_consisting_buildings is None: - self._parts_consisting_buildings = [] - self._parts_consisting_buildings.append(new_city_objects_cluster) - else: - raise NotImplementedError + if new_city_objects_cluster.type == 'buildings': + if self._buildings_clusters is None: + self._buildings_clusters = [] + self._buildings_clusters.append(new_city_objects_cluster) + elif new_city_objects_cluster.type == 'building_parts': + if self._parts_consisting_buildings is None: + self._parts_consisting_buildings = [] + self._parts_consisting_buildings.append(new_city_objects_cluster) + else: + raise NotImplementedError From e0924cf45f230402b6f8788b0cffabbf8e30c512 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Thu, 21 Oct 2021 13:50:02 +0000 Subject: [PATCH 05/29] Implemented enriching city with energy systems --- city_model_structure/energy_system.py | 23 +++++++++++ .../xlsx_heat_pump_parameters.py | 39 ++++++++++++++++++- 2 files changed, 61 insertions(+), 1 deletion(-) diff --git a/city_model_structure/energy_system.py b/city_model_structure/energy_system.py index eb2deb71..04ab3681 100644 --- a/city_model_structure/energy_system.py +++ b/city_model_structure/energy_system.py @@ -2,6 +2,7 @@ EnergySystem module SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2020 Project Author Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Contributor Peter Yefi peteryefi@gmail.com """ from city_model_structure.city_object import CityObject @@ -16,7 +17,29 @@ class EnergySystem(CityObject): def __init__(self, name, lod, surfaces, city_lower_corner): super().__init__(name, lod, surfaces, city_lower_corner) self._heat_pump = None + self._type = 'energy_system' @property def heat_pump(self) -> HeatPump: + """ + Heat pump energy system + :return: + """ return self._heat_pump + + @heat_pump.setter + def heat_pump(self, value): + """ + Set heat pumm for energy system + :param value: HeatPump + """ + if self._heat_pump is None: + self._heat_pump = value + + @property + def type(self) -> str: + """ + Type of city object + :return: str + """ + return self._type diff --git a/imports/energy_systems/xlsx_heat_pump_parameters.py b/imports/energy_systems/xlsx_heat_pump_parameters.py index 7d37874f..932db0fd 100644 --- a/imports/energy_systems/xlsx_heat_pump_parameters.py +++ b/imports/energy_systems/xlsx_heat_pump_parameters.py @@ -7,6 +7,9 @@ Contributor Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca import pandas as pd from typing import Dict +from typing import List +from city_model_structure.energy_systems.heat_pump import HeatPump +from city_model_structure.energy_system import EnergySystem class XlsxHeatPumpParameters: @@ -49,7 +52,7 @@ class XlsxHeatPumpParameters: # temp is the key for the values of pf,pa,qw data while i < 25: cooling_data[sheet][cooling_df.iloc[i][0]] = cooling_df.iloc[i + 1:i + 4, 2:8].values.tolist() - heating_data[sheet][heating_df.iloc[i][0]] = cooling_df.iloc[i + 1:i + 4, 2:8].values.tolist() + heating_data[sheet][heating_df.iloc[i][0]] = heating_df.iloc[i + 1:i + 4, 2:8].values.tolist() i = i + 5 # extract the last cooling data cooling_data[sheet][cooling_df.iloc[i][0]] = cooling_df.iloc[i + 1:i + 4, 2:8] @@ -59,4 +62,38 @@ class XlsxHeatPumpParameters: """ Enriches the city with information from file """ + heap_pump_data = self._read_file() + for (k_cool, v_cool), (k_heat, v_heat) in \ + zip(heap_pump_data["cooling"].items(), heap_pump_data["heating"].items()): + heat_pump = HeatPump() + heat_pump.model = k_cool + h_data = self._extract_heat_pump_data(v_heat) + c_data = self._extract_heat_pump_data(v_cool) + heat_pump.cooling_pf = c_data[0] + heat_pump.cooling_pa = c_data[1] + heat_pump.cooling_qw = c_data[2] + heat_pump.heating_pf = h_data[0] + heat_pump.heating_pa = h_data[1] + heat_pump.heating_qw = h_data[2] + energy_system = EnergySystem('{} capacity heat pump'.format(heat_pump.model), 0, [], None) + energy_system.heat_pump = heat_pump + self._city.add_city_object(energy_system) return self._city + + def _extract_heat_pump_data(self, heat_pump_capacity_data) -> [List, List, List]: + """ + Fetches a list of metric based data for heat pump for various temperature, + eg. cooling capacity data for 12 capacity heat pump + for 6,7,8,9,10 and 11 degree celsius + :param heat_pump_capacity_data: the heat pump capacity data from the + which the metric specific data is fetched: {List} + :return: List + """ + pf_data = [] + pa_data = [] + qw_data = [] + for _, metric_data in heat_pump_capacity_data.items(): + pf_data.append(metric_data[0]) + pa_data.append(metric_data[1]) + qw_data.append(metric_data[2]) + return [pf_data, pa_data, qw_data] \ No newline at end of file From ca191ab480e0e6c95dbb7144e18fd051b9ad1c22 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Tue, 26 Oct 2021 11:11:19 +0000 Subject: [PATCH 06/29] Renamed variables, changed indentation to 2 spaces --- .../energy_systems/heat_pump.py | 232 +++++++++--------- 1 file changed, 116 insertions(+), 116 deletions(-) diff --git a/city_model_structure/energy_systems/heat_pump.py b/city_model_structure/energy_systems/heat_pump.py index b4fdd62f..041f2a95 100644 --- a/city_model_structure/energy_systems/heat_pump.py +++ b/city_model_structure/energy_systems/heat_pump.py @@ -9,139 +9,139 @@ from typing import List class HeatPump: - """ + """ HeatPump class """ - def __init__(self): - self._model = None - self._cooling_pf = None - self._cooling_pa = None - self._cooling_qw = None - self._heating_pf = None - self._heating_pa = None - self._heating_qw = None + def __init__(self): + self._model = None + self._cooling_capacity = None + self._cooling_comp_power = None + self._cooling_water_flow = None + self._heating_capacity = None + self._heating_comp_power = None + self._heating_water_flow = None - @property - def model(self) -> str: - """ + @property + def model(self) -> str: + """ Get model name :return: str """ - return self._model + return self._model - @model.setter - def model(self, value): - """ - Set model (name, indicated in capacity) - :param value: str - """ - if self._model is None: - self._model = value + @model.setter + def model(self, value): + """ + Set model (name, indicated in capacity) + :param value: str + """ + if self._model is None: + self._model = value - @property - def cooling_pf(self) -> List[float]: - """ - Get cooling capacity in kW - :return: [[float]] - """ - return self._cooling_pf + @property + def cooling_capacity(self) -> List[float]: + """ + Get cooling capacity in kW + :return: [[float]] + """ + return self._cooling_capacity - @cooling_pf.setter - def cooling_pf(self, value): - """ - Set cooling capacity in kW - :param value: [[float]] - """ - if self._cooling_pf is None: - self._cooling_pf = value + @cooling_capacity.setter + def cooling_capacity(self, value): + """ + Set cooling capacity in kW + :param value: [[float]] + """ + if self._cooling_capacity is None: + self._cooling_capacity = value - @property - def cooling_pa(self) -> List[float]: - """ - Get cooling compressor power input in kW - :return: [[float]] - """ - return self._cooling_pa + @property + def cooling_comp_power(self) -> List[float]: + """ + Get cooling compressor power input in kW + :return: [[float]] + """ + return self._cooling_comp_power - @cooling_pa.setter - def cooling_pa(self, value): - """ - Set the cooling compressor in kW - :param value: [[float]] - :return: - """ - if self._cooling_pa is None: - self._cooling_pa = value + @cooling_comp_power.setter + def cooling_comp_power(self, value): + """ + Set the cooling compressor in kW + :param value: [[float]] + :return: + """ + if self._cooling_comp_power is None: + self._cooling_comp_power = value - @property - def cooling_qw(self) -> List[float]: - """ - Get Water flow in m3/h - :return: [[float]] - """ - return self._cooling_qw + @property + def cooling_water_flow(self) -> List[float]: + """ + Get Water flow in m3/h + :return: [[float]] + """ + return self._cooling_water_flow - @cooling_qw.setter - def cooling_qw(self, value): - """ - Set water flow in m3/h - :param value: [[float]] - :return: - """ - if self._cooling_qw is None: - self._cooling_qw = value + @cooling_water_flow.setter + def cooling_water_flow(self, value): + """ + Set water flow in m3/h + :param value: [[float]] + :return: + """ + if self._cooling_water_flow is None: + self._cooling_water_flow = value - @property - def heating_pf(self) -> List[float]: - """ - Get heating capacity kW - :return: [[float]] - """ - return self._heating_pf + @property + def heating_capacity(self) -> List[float]: + """ + Get heating capacity kW + :return: [[float]] + """ + return self._heating_capacity - @heating_pf.setter - def heating_pf(self, value): - """ - Set the heating capacity in kW - :param value: [[float]] - :return: - """ - if self._heating_pf is None: - self._heating_pf = value + @heating_capacity.setter + def heating_capacity(self, value): + """ + Set the heating capacity in kW + :param value: [[float]] + :return: + """ + if self._heating_capacity is None: + self._heating_capacity = value - @property - def heating_pa(self) -> List[float]: - """ - Get heating compressor power kW - :return: [[float]] - """ - return self._heating_pa + @property + def heating_comp_power(self) -> List[float]: + """ + Get heating compressor power kW + :return: [[float]] + """ + return self._heating_comp_power - @heating_pa.setter - def heating_pa(self, value): - """ - Set the heating compressor power in kW - :param value: [[float]] - :return: - """ - if self._heating_pa is None: - self._heating_pa = value + @heating_comp_power.setter + def heating_comp_power(self, value): + """ + Set the heating compressor power in kW + :param value: [[float]] + :return: + """ + if self._heating_comp_power is None: + self._heating_comp_power = value - @property - def heating_qw(self) -> List[float]: - """ - Get heating water flow in m3/h - :return: [[float]] - """ - return self._heating_qw + @property + def heating_water_flow(self) -> List[float]: + """ + Get heating water flow in m3/h + :return: [[float]] + """ + return self._heating_water_flow - @heating_qw.setter - def heating_qw(self, value): - """ - Set the heating water flow in m3/h - :param value: [[float]] - :return: - """ - if self._heating_qw is None: - self._heating_qw = value + @heating_water_flow.setter + def heating_water_flow(self, value): + """ + Set the heating water flow in m3/h + :param value: [[float]] + :return: + """ + if self._heating_water_flow is None: + self._heating_water_flow = value From 8e86f299d51cedd3b97994677e4241c4f3bd0f65 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Tue, 26 Oct 2021 11:11:48 +0000 Subject: [PATCH 07/29] Changed variable names and code indentation --- .../xlsx_heat_pump_parameters.py | 138 +++++++++--------- 1 file changed, 69 insertions(+), 69 deletions(-) diff --git a/imports/energy_systems/xlsx_heat_pump_parameters.py b/imports/energy_systems/xlsx_heat_pump_parameters.py index 932db0fd..4a842e07 100644 --- a/imports/energy_systems/xlsx_heat_pump_parameters.py +++ b/imports/energy_systems/xlsx_heat_pump_parameters.py @@ -13,87 +13,87 @@ from city_model_structure.energy_system import EnergySystem class XlsxHeatPumpParameters: - """ + """ XlsxHeatPumpParameters class """ - def __init__(self, city, base_path): - self._city = city - self._base_path = (base_path / 'heat_pumps/Air source.xlsx') + def __init__(self, city, base_path): + self._city = city + self._base_path = (base_path / 'heat_pumps/Air source.xlsx') - def _read_file(self) -> Dict: - """ + def _read_file(self) -> Dict: + """ reads xlsx file containing the heat pump information into a dictionary :return : Dict """ - xl_file = pd.ExcelFile(self._base_path) - heat_pump_dfs = {sheet_name: xl_file.parse(sheet_name) - for sheet_name in xl_file.sheet_names} + xl_file = pd.ExcelFile(self._base_path) + heat_pump_dfs = {sheet_name: xl_file.parse(sheet_name) + for sheet_name in xl_file.sheet_names} - cooling_data = {} - heating_data = {} + cooling_data = {} + heating_data = {} - for sheet, dataframe in heat_pump_dfs.items(): - if sheet == "Summary": - continue - # Remove nan rows and columns and extract cooling and heating data - # for each sheet - df = heat_pump_dfs[sheet].dropna(axis=1, how='all') - cooling_df = df.iloc[4:34, 0:8] - heating_df = df.iloc[4:29, 8:20] + for sheet, dataframe in heat_pump_dfs.items(): + if sheet == "Summary": + continue + # Remove nan rows and columns and extract cooling and heating data + # for each sheet + df = heat_pump_dfs[sheet].dropna(axis=1, how='all') + cooling_df = df.iloc[4:34, 0:8] + heating_df = df.iloc[4:29, 8:20] - # extract the data into dictionaries each sheet is a key entry in the - # dictionary - cooling_data[sheet] = {} - heating_data[sheet] = {} - i = 0 - # for each sheet extract data for twout/Ta.RU temperatures. Thus, the twout - # temp is the key for the values of pf,pa,qw data - while i < 25: - cooling_data[sheet][cooling_df.iloc[i][0]] = cooling_df.iloc[i + 1:i + 4, 2:8].values.tolist() - heating_data[sheet][heating_df.iloc[i][0]] = heating_df.iloc[i + 1:i + 4, 2:8].values.tolist() - i = i + 5 - # extract the last cooling data - cooling_data[sheet][cooling_df.iloc[i][0]] = cooling_df.iloc[i + 1:i + 4, 2:8] - return {"cooling": cooling_data, "heating": heating_data} + # extract the data into dictionaries each sheet is a key entry in the + # dictionary + cooling_data[sheet] = {} + heating_data[sheet] = {} + i = 0 + # for each sheet extract data for twout/Ta.RU temperatures. Thus, the twout + # temp is the key for the values of pf,pa,qw data + while i < 25: + cooling_data[sheet][cooling_df.iloc[i][0]] = cooling_df.iloc[i + 1:i + 4, 2:8].values.tolist() + heating_data[sheet][heating_df.iloc[i][0]] = heating_df.iloc[i + 1:i + 4, 2:8].values.tolist() + i = i + 5 + # extract the last cooling data + cooling_data[sheet][cooling_df.iloc[i][0]] = cooling_df.iloc[i + 1:i + 4, 2:8] + return {"cooling": cooling_data, "heating": heating_data} - def enrich_city(self): - """ + def enrich_city(self): + """ Enriches the city with information from file """ - heap_pump_data = self._read_file() - for (k_cool, v_cool), (k_heat, v_heat) in \ - zip(heap_pump_data["cooling"].items(), heap_pump_data["heating"].items()): - heat_pump = HeatPump() - heat_pump.model = k_cool - h_data = self._extract_heat_pump_data(v_heat) - c_data = self._extract_heat_pump_data(v_cool) - heat_pump.cooling_pf = c_data[0] - heat_pump.cooling_pa = c_data[1] - heat_pump.cooling_qw = c_data[2] - heat_pump.heating_pf = h_data[0] - heat_pump.heating_pa = h_data[1] - heat_pump.heating_qw = h_data[2] - energy_system = EnergySystem('{} capacity heat pump'.format(heat_pump.model), 0, [], None) - energy_system.heat_pump = heat_pump - self._city.add_city_object(energy_system) - return self._city + heap_pump_data = self._read_file() + for (k_cool, v_cool), (k_heat, v_heat) in \ + zip(heap_pump_data["cooling"].items(), heap_pump_data["heating"].items()): + heat_pump = HeatPump() + heat_pump.model = k_cool + h_data = self._extract_heat_pump_data(v_heat) + c_data = self._extract_heat_pump_data(v_cool) + heat_pump.cooling_capacity = c_data[0] + heat_pump.cooling_comp_power = c_data[1] + heat_pump.cooling_water_flow = c_data[2] + heat_pump.heating_capacity = h_data[0] + heat_pump.heating_comp_power = h_data[1] + heat_pump.heating_water_flow = h_data[2] + energy_system = EnergySystem('{} capacity heat pump'.format(heat_pump.model), 0, [], None) + energy_system.heat_pump = heat_pump + self._city.add_city_object(energy_system) + return self._city - def _extract_heat_pump_data(self, heat_pump_capacity_data) -> [List, List, List]: - """ - Fetches a list of metric based data for heat pump for various temperature, - eg. cooling capacity data for 12 capacity heat pump - for 6,7,8,9,10 and 11 degree celsius - :param heat_pump_capacity_data: the heat pump capacity data from the - which the metric specific data is fetched: {List} - :return: List - """ - pf_data = [] - pa_data = [] - qw_data = [] - for _, metric_data in heat_pump_capacity_data.items(): - pf_data.append(metric_data[0]) - pa_data.append(metric_data[1]) - qw_data.append(metric_data[2]) - return [pf_data, pa_data, qw_data] \ No newline at end of file + def _extract_heat_pump_data(self, heat_pump_capacity_data) -> [List, List, List]: + """ + Fetches a list of metric based data for heat pump for various temperature, + eg. cooling capacity data for 12 capacity heat pump + for 6,7,8,9,10 and 11 degree celsius + :param heat_pump_capacity_data: the heat pump capacity data from the + which the metric specific data is fetched: {List} + :return: List + """ + cooling_heating_capacity_data = [] + compressor_power_data = [] + water_flow_data = [] + for _, metric_data in heat_pump_capacity_data.items(): + cooling_heating_capacity_data.append(metric_data[0]) + compressor_power_data.append(metric_data[1]) + water_flow_data.append(metric_data[2]) + return [cooling_heating_capacity_data, compressor_power_data, water_flow_data] From bf649638d7a71f441a987f9d9580f1b150dd84d9 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Tue, 26 Oct 2021 11:12:02 +0000 Subject: [PATCH 08/29] Changed code indentation --- imports/energy_systems_factory.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/imports/energy_systems_factory.py b/imports/energy_systems_factory.py index ecc2f30d..964353e7 100644 --- a/imports/energy_systems_factory.py +++ b/imports/energy_systems_factory.py @@ -11,6 +11,7 @@ class EnergySystemsFactory: """ EnergySystemsFactory class """ + def __init__(self, handler, city, base_path=None): if base_path is None: base_path = Path(Path(__file__).parent.parent / 'data/energy_systems') @@ -18,7 +19,7 @@ class EnergySystemsFactory: self._city = city self._base_path = base_path - def _xlsxheatpump(self): + def _xlsx_heat_pump(self): """ Enrich the city by using xlsx heat pump information """ @@ -30,4 +31,3 @@ class EnergySystemsFactory: :return: None """ getattr(self, self._handler, lambda: None)() - From 4eea12a0699a9f1b6475f50b4ceec73db9eec751 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Fri, 29 Oct 2021 15:25:53 +0000 Subject: [PATCH 09/29] Included scipy for heat pump coefficient computation --- exports/energy_systems/__init__.py | 0 exports/energy_systems/heat_pump_export.py | 0 exports/energy_systems_factory.py | 0 requirements.txt | 3 ++- 4 files changed, 2 insertions(+), 1 deletion(-) create mode 100644 exports/energy_systems/__init__.py create mode 100644 exports/energy_systems/heat_pump_export.py create mode 100644 exports/energy_systems_factory.py diff --git a/exports/energy_systems/__init__.py b/exports/energy_systems/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/exports/energy_systems/heat_pump_export.py b/exports/energy_systems/heat_pump_export.py new file mode 100644 index 00000000..e69de29b diff --git a/exports/energy_systems_factory.py b/exports/energy_systems_factory.py new file mode 100644 index 00000000..e69de29b diff --git a/requirements.txt b/requirements.txt index 48d73cf7..95b6e515 100644 --- a/requirements.txt +++ b/requirements.txt @@ -12,4 +12,5 @@ xlrd~=2.0.1 openpyxl~=3.0.7 networkx~=2.5.1 parseidf~=1.0.0 -ply~=3.11 \ No newline at end of file +ply~=3.11 +scipy==1.7.1 \ No newline at end of file From ae0e2a905f5fc49e0973e552fa3714417050a0e0 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Fri, 29 Oct 2021 15:26:48 +0000 Subject: [PATCH 10/29] Fixed error with reading cooling data --- imports/energy_systems/xlsx_heat_pump_parameters.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/imports/energy_systems/xlsx_heat_pump_parameters.py b/imports/energy_systems/xlsx_heat_pump_parameters.py index 4a842e07..032e0cfc 100644 --- a/imports/energy_systems/xlsx_heat_pump_parameters.py +++ b/imports/energy_systems/xlsx_heat_pump_parameters.py @@ -55,7 +55,7 @@ class XlsxHeatPumpParameters: heating_data[sheet][heating_df.iloc[i][0]] = heating_df.iloc[i + 1:i + 4, 2:8].values.tolist() i = i + 5 # extract the last cooling data - cooling_data[sheet][cooling_df.iloc[i][0]] = cooling_df.iloc[i + 1:i + 4, 2:8] + cooling_data[sheet][cooling_df.iloc[i][0]] = cooling_df.iloc[i + 1:i + 4, 2:8].values.tolist() return {"cooling": cooling_data, "heating": heating_data} def enrich_city(self): From 20ca5a0fc33205cece2996233b695751e5454145 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Fri, 29 Oct 2021 15:27:25 +0000 Subject: [PATCH 11/29] Included export for heat pump energy system --- exports/energy_systems/heat_pump_export.py | 85 ++++++++++++++++++++++ 1 file changed, 85 insertions(+) diff --git a/exports/energy_systems/heat_pump_export.py b/exports/energy_systems/heat_pump_export.py index e69de29b..f308c3af 100644 --- a/exports/energy_systems/heat_pump_export.py +++ b/exports/energy_systems/heat_pump_export.py @@ -0,0 +1,85 @@ +""" +HeatPumpExport exports heatpump coefficient into several formats +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2021 Project Author Peter Yefi peteryefi@gmail.com +""" +import numpy as np +from scipy.optimize import curve_fit +from typing import Dict, Tuple +import pandas as pd + + +class HeatPumpExport: + """ + Exports heat pump values as coefficients + of some defined function + """ + + def __init__(self, base_path, city): + self._base_path = (base_path / 'heat_pumps/coefficients.xlsx') + self._city = city + + def export_xlsx(self): + """ + Writes the coefficients computed from heat performance + and cooling performance data to excel sheet + :return: None + """ + writer = pd.ExcelWriter(self._base_path) + heat_column_names = ["a1", "a2", "a3", "a4", "a5", "a6"] + cool_column_names = ["b1", "b2", "b3", "b4", "b5", "b6"] + heat_coff, cool_coff = self._compute_coefficients() + for (k_cool, v_cool), (k_heat, v_heat) in \ + zip(heat_coff.items(), cool_coff.items()): + heat_df = pd.DataFrame([v_heat["heat_cap"], v_heat["comp_power"]], columns=heat_column_names, + index=["Heat Capacity", "Compressor Power"]) + heat_df.to_excel(writer, sheet_name=k_heat) + cool_df = pd.DataFrame([v_heat["cool_cap"], v_heat["comp_power"]], columns=cool_column_names, + index=["Cooling Capacity", "Compressor Power"]) + cool_df.to_excel(writer, sheet_name=k_cool, startrow=10) + + writer.save() + + def _compute_coefficients(self) -> Tuple[Dict, Dict]: + """ + Compute heat output and electrical demand coefficients + from heating and cooling performance data + :return: Tuple[Dict, Dict] + """ + out_temp = [25, 30, 32, 35, 40, 45] * 6 + heat_x_values = np.repeat([-5, 0, 7, 10, 15], 6) + cool_x_values = np.repeat([6, 7, 8, 9, 10, 11], 6) + cooling_coff = {} + heating_coff = {} + for energy_system in self._city.energy_systems: + # Compute heat output coefficients + heating_cap_popt, _ = curve_fit(self._objective_function, [heat_x_values, out_temp], + energy_system.heat_pump.heating_capacity) + heating_comp_power_popt, _ = curve_fit(self._objective_function, [heat_x_values, out_temp], + energy_system.heat_pump.heating_comp_power) + # Compute electricity demand coefficients + cooling_cap_popt, _ = curve_fit(self._objective_function, [cool_x_values, out_temp], + energy_system.heat_pump.cooling_capacity) + cooling_comp_power_popt, _ = curve_fit(self._objective_function, [cool_x_values, out_temp], + energy_system.heat_pump.cooling_comp_power) + + heating_coff[energy_system.heat_pump.model] = {"heat_cap": heating_cap_popt.tolist(), + "comp_power": heating_comp_power_popt.tolist()} + cooling_coff[energy_system.heat_pump.model] = {"cool_cap": cooling_cap_popt.tolist(), + "comp_power": cooling_comp_power_popt.tolist()} + return heating_coff, cooling_coff + + def _objective_function(self, xdata, a1, a2, a3, a4, a5, a6): + """ + Objective function for computing coefficients + :param xdata: + :param a1: float + :param a2: float + :param a3: float + :param a4: float + :param a5: float + :param a6: float + :return: + """ + x, y = xdata + return (a1 * x ** 2) + (a2 * x) + (a3 * x * y) + (a4 * y) + (a5 * y ** 2) + a6 From 12f8beb0d21872fb99fe1c645ca78234668de008 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Fri, 29 Oct 2021 15:28:10 +0000 Subject: [PATCH 12/29] Included energy system export factory --- exports/energy_systems_factory.py | 28 ++++++++++++++++++++++++++++ 1 file changed, 28 insertions(+) diff --git a/exports/energy_systems_factory.py b/exports/energy_systems_factory.py index e69de29b..b089765a 100644 --- a/exports/energy_systems_factory.py +++ b/exports/energy_systems_factory.py @@ -0,0 +1,28 @@ +""" +EnergySystemsFactory exports energy systems into several formats +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2020 Project Author Peter Yefi peteryefi@gmail.com +""" + +from pathlib import Path +from exports.energy_systems.heat_pump_export import HeatPumpExport + + +class EnergySystemsFactory: + """ + Exports factory class for energy systems + """ + + def __init__(self, city, base_path=None): + self._city = city + if base_path is None: + base_path = base_path = Path(Path(__file__).parent.parent / 'data/energy_systems') + self._base_path = base_path + + def export_heat_pump(self): + """ + Exports heat pump performance data as coefficients + of some objective function + :return: None + """ + HeatPumpExport(self._base_path, self._city).export_xlsx() From c221c9876f7b896c573f359898dd4282e85e32aa Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Mon, 1 Nov 2021 14:52:38 +0000 Subject: [PATCH 13/29] Added attributes for heatpump coefficients --- .../energy_systems/heat_pump.py | 87 ++++++++++++++----- 1 file changed, 65 insertions(+), 22 deletions(-) diff --git a/city_model_structure/energy_systems/heat_pump.py b/city_model_structure/energy_systems/heat_pump.py index 041f2a95..752f13b0 100644 --- a/city_model_structure/energy_systems/heat_pump.py +++ b/city_model_structure/energy_systems/heat_pump.py @@ -6,6 +6,7 @@ Contributor Peter Yefi peteryefi@gmail.com """ from typing import List +from typing import Dict class HeatPump: @@ -17,10 +18,12 @@ class HeatPump: self._model = None self._cooling_capacity = None self._cooling_comp_power = None - self._cooling_water_flow = None + self._cooling_capacity_coff = None + self._cooling_comp_power_coff = None self._heating_capacity = None self._heating_comp_power = None - self._heating_water_flow = None + self._heating_capacity_coff = None + self._heating_comp_power_coff = None @property def model(self) -> str: @@ -75,22 +78,42 @@ class HeatPump: self._cooling_comp_power = value @property - def cooling_water_flow(self) -> List[float]: + def cooling_capacity_coff(self) -> List[float]: """ - Get Water flow in m3/h - :return: [[float]] + Get cooling capacity coefficients + :return: [float] """ - return self._cooling_water_flow + return self._cooling_capacity_coff - @cooling_water_flow.setter - def cooling_water_flow(self, value): + @cooling_capacity_coff.setter + def cooling_capacity_coff(self, value): """ - Set water flow in m3/h - :param value: [[float]] + Set the value for cooling capacity coefficients + :param value: [float] :return: """ - if self._cooling_water_flow is None: - self._cooling_water_flow = value + if self._cooling_capacity_coff is None: + self._cooling_capacity_coff = value + + @property + def cooling_comp_power_coff(self) -> List[float]: + """ + Get cooling compressor power coefficients + :return: [float] + """ + return self._cooling_comp_power_coff + + @cooling_comp_power_coff.setter + def cooling_comp_power_coff(self, value): + """ + Set the value for cooling compressor power coefficients + :param value: [float] + :return: + """ + if self._cooling_comp_power_coff is None: + self._cooling_comp_power_coff = value + + @property def heating_capacity(self) -> List[float]: @@ -129,19 +152,39 @@ class HeatPump: self._heating_comp_power = value @property - def heating_water_flow(self) -> List[float]: + def heating_comp_power_coff(self) -> List[float]: """ - Get heating water flow in m3/h - :return: [[float]] + Get heating compressor power coefficients + :return: [float] """ - return self._heating_water_flow + return self._heating_comp_power_coff - @heating_water_flow.setter - def heating_water_flow(self, value): + @heating_comp_power_coff.setter + def heating_comp_power_coff(self, value): """ - Set the heating water flow in m3/h - :param value: [[float]] + Set the value for heating compressor power coefficients + :param value: [float] :return: """ - if self._heating_water_flow is None: - self._heating_water_flow = value + if self._heating_comp_power_coff is None: + self._heating_comp_power_coff = value + + @property + def heating_capacity_coff(self) -> List[float]: + """ + Get heating capacity coefficients + :return: [float] + """ + return self._heating_capacity_coff + + @heating_capacity_coff.setter + def heating_capacity_coff(self, value): + """ + Set the value for heating capacity coefficients + :param value: [float] + :return: + """ + if self._heating_capacity_coff is None: + self._heating_capacity_coff = value + + From 545c58a5f192f3175806bd4e84be8045d9725059 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Mon, 1 Nov 2021 14:53:51 +0000 Subject: [PATCH 14/29] Modified heat pump import to compute coefficient of performance data --- .../xlsx_heat_pump_parameters.py | 53 ++++++++++++++++--- 1 file changed, 46 insertions(+), 7 deletions(-) diff --git a/imports/energy_systems/xlsx_heat_pump_parameters.py b/imports/energy_systems/xlsx_heat_pump_parameters.py index 032e0cfc..33f45b02 100644 --- a/imports/energy_systems/xlsx_heat_pump_parameters.py +++ b/imports/energy_systems/xlsx_heat_pump_parameters.py @@ -7,9 +7,12 @@ Contributor Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca import pandas as pd from typing import Dict -from typing import List from city_model_structure.energy_systems.heat_pump import HeatPump from city_model_structure.energy_system import EnergySystem +from scipy.optimize import curve_fit +import numpy as np +from typing import List +import itertools class XlsxHeatPumpParameters: @@ -71,16 +74,19 @@ class XlsxHeatPumpParameters: c_data = self._extract_heat_pump_data(v_cool) heat_pump.cooling_capacity = c_data[0] heat_pump.cooling_comp_power = c_data[1] - heat_pump.cooling_water_flow = c_data[2] + heat_pump.cooling_capacity_coff = self._compute_coefficients(c_data[0], "cool") + heat_pump.cooling_comp_power_coff = self._compute_coefficients(c_data[1], "cool") heat_pump.heating_capacity = h_data[0] heat_pump.heating_comp_power = h_data[1] - heat_pump.heating_water_flow = h_data[2] + heat_pump.heating_capacity_coff = self._compute_coefficients(h_data[0]) + heat_pump.heating_comp_power_coff = self._compute_coefficients(h_data[1]) + energy_system = EnergySystem('{} capacity heat pump'.format(heat_pump.model), 0, [], None) energy_system.heat_pump = heat_pump self._city.add_city_object(energy_system) return self._city - def _extract_heat_pump_data(self, heat_pump_capacity_data) -> [List, List, List]: + def _extract_heat_pump_data(self, heat_pump_capacity_data) -> [List, List]: """ Fetches a list of metric based data for heat pump for various temperature, eg. cooling capacity data for 12 capacity heat pump @@ -91,9 +97,42 @@ class XlsxHeatPumpParameters: """ cooling_heating_capacity_data = [] compressor_power_data = [] - water_flow_data = [] for _, metric_data in heat_pump_capacity_data.items(): cooling_heating_capacity_data.append(metric_data[0]) compressor_power_data.append(metric_data[1]) - water_flow_data.append(metric_data[2]) - return [cooling_heating_capacity_data, compressor_power_data, water_flow_data] + return [cooling_heating_capacity_data, compressor_power_data] + + def _compute_coefficients(self, heat_pump_data, data_type="heat") -> List[float]: + """ + Compute heat output and electrical demand coefficients + from heating and cooling performance data + :param heat_pump_data: a list of heat pump data. eg. cooling capacity + :param data_type: string to indicate if data is cooling performance data + or heating performance data + :return: Tuple[Dict, Dict] + """ + out_temp = [25, 30, 32, 35, 40, 45] * 6 + heat_x_values = np.repeat([-5, 0, 7, 10, 15], 6) + cool_x_values = np.repeat([6, 7, 8, 9, 10, 11], 6) + x_values = heat_x_values if data_type == "heat" else cool_x_values + # convert list of lists to one list + heat_pump_data = list(itertools.chain.from_iterable(heat_pump_data)) + + # Compute heat output coefficients + popt, _ = curve_fit(self._objective_function, [x_values, out_temp], heat_pump_data) + return popt.tolist() + + def _objective_function(self, xdata, a1, a2, a3, a4, a5, a6): + """ + Objective function for computing coefficients + :param xdata: + :param a1: float + :param a2: float + :param a3: float + :param a4: float + :param a5: float + :param a6: float + :return: + """ + x, y = xdata + return (a1 * x ** 2) + (a2 * x) + (a3 * x * y) + (a4 * y) + (a5 * y ** 2) + a6 From ce2e46a2368aeb6348237f980c3dcbc10a16df2d Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Mon, 8 Nov 2021 16:28:21 +0000 Subject: [PATCH 15/29] Added yaml file to have heat pump constants --- data/energy_systems/heat_pumps/constants.yaml | 20 + data/energy_systems/heat_pumps/demand.txt | 105120 +++++++++++++++ data/energy_systems/heat_pumps/template.txt | 816 + 3 files changed, 105956 insertions(+) create mode 100644 data/energy_systems/heat_pumps/constants.yaml create mode 100644 data/energy_systems/heat_pumps/demand.txt create mode 100644 data/energy_systems/heat_pumps/template.txt diff --git a/data/energy_systems/heat_pumps/constants.yaml b/data/energy_systems/heat_pumps/constants.yaml new file mode 100644 index 00000000..38d5f125 --- /dev/null +++ b/data/energy_systems/heat_pumps/constants.yaml @@ -0,0 +1,20 @@ +# Heat pump performance constants +StartMonth: 1 +StartDay: 1 +StartHour: 0 +StartMinute: 0 +StartSecond: 0 +EndMonth: 1 +EndDay: 1 +EndHour: 0 +EndMinute: 0 +EndSecond: 0 +Cp: 4190 +Rhow: 1000 +TESDiameter: 5 +AuxHeaterEfficiency: 0.9 + +# These come from the data model according to other student's work +ElecGridEF: 0.5 +ElectricityPrice: 0.073 + diff --git a/data/energy_systems/heat_pumps/demand.txt b/data/energy_systems/heat_pumps/demand.txt new file mode 100644 index 00000000..e4614e41 --- /dev/null +++ b/data/energy_systems/heat_pumps/demand.txt @@ -0,0 +1,105120 @@ +3879.328102 +3879.328102 +3879.328102 +3879.328102 +3879.328102 +3879.328102 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186.1 + 40.1 + +B 17 MUL + 79.1 + 56.1 + 69.1 + +B 18 MUL + 188.1 + 49.1 + +B 19 MUL + 46.1 + 158.1 + +B 20 MUL + 72.1 + 66.1 + +B 21 MUL + 57.1 + 182.1 + +B 22 MUL + 203.2 + 43.1 + +B 23 MUL + 78.1 + 50.1 + 47.1 + +B 24 MUL + 201.1 + 193.1 + 196.1 + +B 25 MUL + 203.2 + 76.1 + +B 26 MUL + 58.1 + 68.1 + +B 27 MUL + 160.1 + 63.1 + 168.1 + 136.1 + +B 28 MUL + 58.1 + 60.1 + +B 29 MUL + 65.1 + 181.1 + +B 30 MUL + 203.2 + 58.1 + 36.1 + +B 31 MUL + 159.1 + 195.1 + +B 32 MUL + 203.2 + 58.1 + 77.1 + +B 33 MUL + 202.1 + 74.1 + +B 34 CONST +P 34 + $ElecGridEF % Constant value + +B 35 CONST +P 35 + 5 % Constant value + +B 36 CONST +P 36 + $a3 % Constant value + +B 37 CONST +P 37 + $TemperatureDifference % Constant value + +B 38 CONST +P 38 + 42 % Constant value + +B 39 CONST +P 39 + 40 % Constant value + +B 40 CONST +P 40 + $ElectricityPrice % Constant value + +B 41 CONST +P 41 + 9 % Constant value + +B 42 CONST +P 42 + 12 % Constant value + +B 43 CONST +P 43 + $b2 % Constant value + +B 44 CONST +P 44 + $a6 % Constant value + +B 45 CONST +P 45 + 55 % Constant value + +B 46 CONST +P 46 + $Cp % Constant value + +B 47 CONST +P 47 + $FuelEF % Constant value + +B 48 CONST +P 48 + 2 % Constant value + +B 49 CONST +P 49 + 1 % Constant value + +B 50 CONST +P 50 + 300 % Constant value + +B 51 CONST +P 51 + 10 % Constant value + +B 52 CONST +P 52 + 0 % Constant value + +B 53 CONST +P 53 + 12 % Constant value + +B 54 CONST +P 54 + $FuelLHV % Constant value + +B 55 CONST +P 55 + 2 % Constant value + +B 56 CONST +P 56 + 300 % Constant value + +B 57 CONST +P 57 + $b5 % Constant value + +B 58 CONST +P 58 + $HPSupTemp % Constant value + +B 59 CONST +P 59 + 40 % Constant value + +B 60 CONST +P 60 + $a4 % Constant value + +B 61 CONST +P 61 + $b6 % Constant value + +B 62 CONST +P 62 + 2 % Constant value + +B 63 CONST +P 63 + $Cp % Constant value + +B 64 CONST +P 64 + $b1 % Constant value + +B 65 CONST +P 65 + $a1 % Constant value + +B 66 CONST +P 66 + $TemperatureDifference % Constant value + +B 67 CONST +P 67 + $MaximumHPEnergyInput % Constant value + +B 68 CONST +P 68 + $b4 % Constant value + +B 69 CONST +P 69 + $FuelPrice % Constant value + +B 70 CONST +P 70 + $a5 % Constant value + +B 71 CONST +P 71 + 2 % Constant value + +B 72 CONST +P 72 + $Cp % Constant value + +B 73 CONST +P 73 + $BuildingSuppTemp % Constant value + +B 74 CONST +P 74 + 25 % Constant value + +B 75 CONST +P 75 + 0 % Constant value + +B 76 CONST +P 76 + $a2 % Constant value + +B 77 CONST +P 77 + $b3 % Constant value + +B 78 ATT + 191.1 +P 78 + $FuelDensity % Attenuation factor a + +B 79 ATT + 191.1 +P 79 + $FuelDensity % Attenuation factor a + +B 80 ATT + 27.1 +P 80 + $AuxHeaterEfficiency % Attenuation factor a + +B 81 ATT + 191.1 +P 81 + $FuelDensity % Attenuation factor a + +B 82 ATT + 11.1 +P 82 + 12 % Attenuation factor a + +B 83 ATT + 210.5 +P 83 + 3600000 % Attenuation factor a + +B 84 ATT + 161.1 +P 84 + 3600000 % Attenuation factor a + +B 85 ATT + 27.1 +P 85 + 1000 % Attenuation factor a + + +B 125 WRITE + 156.1 + 156.2 + 156.3 +P 125 + 2 % Mode + 0 % Suppress FNQ inputs + $fileOut7 % File name + '*' % Fortran format + +B 126 WRITE + 151.1 + 151.2 + 151.3 +P 126 + 2 % Mode + 0 % Suppress FNQ inputs + $fileOut2 % File name + '*' % Fortran format + +B 127 WRITE + 154.1 + 154.2 + 154.3 +P 127 + 2 % Mode + 0 % Suppress FNQ inputs + $fileOut3 % File name + '*' % Fortran format + +B 128 WRITE + 153.1 + 153.2 + 153.3 +P 128 + 2 % Mode + 0 % Suppress FNQ inputs + $fileOut5 % File name + '*' % Fortran format + +B 129 WRITE + 204.1 + 204.2 + 204.3 + 204.4 + 204.5 + 15.1 + 11.1 + 190.1 + 187.1 + 160.1 + 210.1 + 210.2 + 210.3 + 210.4 + 210.5 + 83.1 + 84.1 + 191.1 + 85.1 + 16.1 + 17.1 + 14.1 + 23.1 + 164.1 + 145.1 +P 129 + 2 % Mode + 0 % Suppress FNQ inputs + $fileOut1 % File name + '*' % Fortran format + +B 130 WRITE + 204.1 + 204.2 + 204.3 + 152.1 + 152.2 +P 130 + 2 % Mode + 0 % Suppress FNQ inputs + $fileOut10 % File name + '*' % Fortran format + +B 131 WRITE + 149.1 + 149.2 +P 131 + 2 % Mode + 0 % Suppress FNQ inputs + $fileOut9 % File name + '*' % Fortran format + +B 132 WRITE + 157.1 + 157.2 +P 132 + 2 % Mode + 0 % Suppress FNQ inputs + $fileOut8 % File name + '*' % Fortran format + +B 133 WRITE + 150.1 + 150.2 +P 133 + 2 % Mode + 0 % Suppress FNQ inputs + $fileOut4 % File name + '*' % Fortran format + +B 134 WRITE + 155.1 + 155.2 +P 134 + 2 % Mode + 0 % Suppress FNQ inputs + $fileOut6 % File name + '*' % Fortran format + +B 135 LT + 204.2 + 35.1 + +B 136 LT + 210.1 + 39.1 + +%B 137 SCREEN + %176.1 +%P 137 + %'*' % Format + %'Total CO2 Emissions from Electricity Grid (g)' % Headline + +%B 138 SCREEN + %178.1 +%P 138 + %'*' % Format + %'Total Electricity Cost in a Year (CAD)' % Headline + +%B 139 SCREEN + %173.1 +%P 139 + %'*' % Format + %'Total Cost of the Auxiliary Heater Fuel in a Year (CAD)' % Headline + +%B 140 SCREEN + %177.1 +%P 140 + %'*' % Format + %'Total CO2 Emissions from Auxiliary Heater (g)' % Headline + +%B 141 SCREEN + %189.1 +%P 141 + %'*' % Format + %'HP Seasonal COP' % Headline + +%B 142 SCREEN + %148.1 +%P 142 + %'*' % Format + %'Maximum Number of HPs in Operation' % Headline + +%B 143 SCREEN + %174.1 +%P 143 + %'*' % Format + %'Total Electricuty Demand of Heat Pumps in a year (kWh)' % Headline + +%B 144 SCREEN + %179.1 +%P 144 + %'*' % Format + %'Total Fossil Fuel consumption in a Year (m3)' % Headline + +B 145 READ +P 145 + 1 % Number of values to be read per record + 0 % Number of records to be skipped on the first call + $HeatingDemand % File name + '*' % Fortran format + +B 146 DELAY + 15.1 +P 146 + 0 % Initial value + +B 147 DELAY + 210.5 +P 147 + 0 % Initial value + +B 148 MAXX + 198.1 + +B 149 CUMC + 204.3 + 205.1 + +B 150 CUMC + 204.2 + 205.1 + +B 151 CUMC + 204.3 + 14.1 + 23.1 + +B 152 CUMC + 204.4 + 82.1 + +B 153 CUMC + 204.2 + 14.1 + 23.1 + +B 154 CUMC + 204.2 + 16.1 + 17.1 + +B 155 CUMC + 204.3 + 82.1 + +B 156 CUMC + 204.3 + 16.1 + 17.1 + +B 157 CUMC + 204.2 + 82.1 + +B 158 SUM + 58.1 + 169.1 + +B 159 SUM + 170.1 + 210.1 + +B 160 SUM + 18.1 + 75.1 + +B 161 SUM + 210.5 + 172.1 + +B 162 SUM + 12.1 + 200.1 + +B 163 SUM + 135.1 + 197.1 + +B 164 SUM + 31.1 + 33.1 + +B 165 SUM + 29.1 + 25.1 + 30.1 + 28.1 + 13.1 + 44.1 + +B 166 SUM + 51.1 + 203.2 + +B 167 SUM + 10.1 + 22.1 + 32.1 + 26.1 + 21.1 + 61.1 + +B 168 SUM + 73.1 + 171.1 + +B 169 CHS + 210.4 + +B 170 CHS + 37.1 + +B 171 CHS + 210.1 + +B 172 CHS + 147.1 + +B 173 CUM + 17.1 + +B 174 CUM + 82.1 + +B 175 CUM + 15.1 + 11.1 + +B 176 CUM + 14.1 + +B 177 CUM + 23.1 + +B 178 CUM + 16.1 + +B 179 CUM + 205.1 + +B 180 EXPG + 58.1 + 55.1 + +B 181 EXPG + 203.2 + 71.1 + +B 182 EXPG + 58.1 + 48.1 + +B 183 EXPG + 203.2 + 62.1 + +B 184 DIV + 11.1 + 53.1 + +B 185 DIV + 67.1 + 165.1 + +B 186 DIV + 11.1 + 42.1 + +B 187 DIV + 206.1 + 19.1 + +B 188 DIV + 207.1 + 20.1 + +B 189 DIV + 175.1 + 175.2 + +B 190 DIV + 15.1 + 11.1 + +B 191 DIV + 80.1 + 54.1 + +B 192 GE + 210.1 + 45.1 +P 192 + 0 % Error tolerance + +B 193 GE + 210.1 + 38.1 +P 193 + 0 % Error tolerance + +B 194 SOY + 204.1 + 204.2 + 204.3 + 204.4 + 204.5 + 204.6 + +B 195 GT + 210.1 + 59.1 + +B 196 GT + 146.1 + 52.1 + +B 197 GT + 204.2 + 41.1 + +B 198 INT + 185.1 + +B 199 MTM + 204.2 +P 199 + 'Montreal' % Location + +B 200 INV + 193.1 + +B 201 INV + 192.1 + +B 202 INV + 195.1 + +B 203 GENGT + 199.1 + 199.3 + 199.4 + 199.5 + 199.7 + 199.8 + 204.1 + 204.2 + 204.3 + 204.4 +P 203 + 45.5 % Latitude + 73.62 % Longitude + 5 % Time zone + 1 % Variance factor of the Gordon Reddy correlation + 0 % Year-to-year variability + 0.3 % Autocorrelation coefficient lag one + 0.171 % Autocorrelation coefficient lag two + 4711 % Initialisation of random number generator + 2 % Maximum allowed mean temperature deviation + 100 % Maximum number of iterations + +B 204 CLOCK +P 204 + $StartYear % Start year + $StartMonth % Start month + $StartDay % Start day + $StartHour % Start hour + $StartMinute % Start minute + $StartSecond % Start second + $EndYear % End year + $EndMonth % End month + $EndDay % End day + $EndHour % End hour + $EndMinute % End minute + $EndSecond % End second + 5 % Increment + 'm' % Unit + +B 205 GAIN + 81.1 +P 205 + 300 % Gain factor g + +B 206 GAIN + 15.1 +P 206 + 1000 % Gain factor g + +B 207 GAIN + 145.1 +P 207 + 1000 % Gain factor g + +B 210 TANKST + 58.1 + 187.1 + 164.1 + 160.1 + 166.1 + 194.1 +P 210 + $TESCapacity % Tank volume + 4 % Number of temperature nodes + $TESDiameter % Tank diameter + $Cp % Specfic heat of fluid + $Rhow % Fluid density + 0 % Overall heat-loss coefficient + 1 % Effective heat conductivity + 30 % Initial tank temperature + From 45f682767d0c66e97c882180cf5e9e627802eb1b Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Mon, 8 Nov 2021 16:33:24 +0000 Subject: [PATCH 16/29] Added heatpump export module --- exports/energy_systems/heat_pump_export.py | 193 ++++++++++++++------- 1 file changed, 127 insertions(+), 66 deletions(-) diff --git a/exports/energy_systems/heat_pump_export.py b/exports/energy_systems/heat_pump_export.py index f308c3af..ac7bc1ac 100644 --- a/exports/energy_systems/heat_pump_export.py +++ b/exports/energy_systems/heat_pump_export.py @@ -3,10 +3,10 @@ HeatPumpExport exports heatpump coefficient into several formats SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2021 Project Author Peter Yefi peteryefi@gmail.com """ -import numpy as np -from scipy.optimize import curve_fit -from typing import Dict, Tuple -import pandas as pd +import subprocess +from typing import List, Tuple, Union +import yaml +from string import Template class HeatPumpExport: @@ -16,70 +16,131 @@ class HeatPumpExport: """ def __init__(self, base_path, city): - self._base_path = (base_path / 'heat_pumps/coefficients.xlsx') + self._template_path = (base_path / 'heat_pumps/template.txt') + self._constants_path = (base_path / 'heat_pumps/constants.yaml') + # needed to compute max demand. + self._demand_path = (base_path / 'heat_pumps/demand.txt') self._city = city + self._input_data = None + self._base_path = base_path - def export_xlsx(self): + def run_insel(self, user_input, hp_model, data_type) -> None: """ - Writes the coefficients computed from heat performance - and cooling performance data to excel sheet - :return: None - """ - writer = pd.ExcelWriter(self._base_path) - heat_column_names = ["a1", "a2", "a3", "a4", "a5", "a6"] - cool_column_names = ["b1", "b2", "b3", "b4", "b5", "b6"] - heat_coff, cool_coff = self._compute_coefficients() - for (k_cool, v_cool), (k_heat, v_heat) in \ - zip(heat_coff.items(), cool_coff.items()): - heat_df = pd.DataFrame([v_heat["heat_cap"], v_heat["comp_power"]], columns=heat_column_names, - index=["Heat Capacity", "Compressor Power"]) - heat_df.to_excel(writer, sheet_name=k_heat) - cool_df = pd.DataFrame([v_heat["cool_cap"], v_heat["comp_power"]], columns=cool_column_names, - index=["Cooling Capacity", "Compressor Power"]) - cool_df.to_excel(writer, sheet_name=k_cool, startrow=10) - - writer.save() - - def _compute_coefficients(self) -> Tuple[Dict, Dict]: - """ - Compute heat output and electrical demand coefficients - from heating and cooling performance data - :return: Tuple[Dict, Dict] - """ - out_temp = [25, 30, 32, 35, 40, 45] * 6 - heat_x_values = np.repeat([-5, 0, 7, 10, 15], 6) - cool_x_values = np.repeat([6, 7, 8, 9, 10, 11], 6) - cooling_coff = {} - heating_coff = {} - for energy_system in self._city.energy_systems: - # Compute heat output coefficients - heating_cap_popt, _ = curve_fit(self._objective_function, [heat_x_values, out_temp], - energy_system.heat_pump.heating_capacity) - heating_comp_power_popt, _ = curve_fit(self._objective_function, [heat_x_values, out_temp], - energy_system.heat_pump.heating_comp_power) - # Compute electricity demand coefficients - cooling_cap_popt, _ = curve_fit(self._objective_function, [cool_x_values, out_temp], - energy_system.heat_pump.cooling_capacity) - cooling_comp_power_popt, _ = curve_fit(self._objective_function, [cool_x_values, out_temp], - energy_system.heat_pump.cooling_comp_power) - - heating_coff[energy_system.heat_pump.model] = {"heat_cap": heating_cap_popt.tolist(), - "comp_power": heating_comp_power_popt.tolist()} - cooling_coff[energy_system.heat_pump.model] = {"cool_cap": cooling_cap_popt.tolist(), - "comp_power": cooling_comp_power_popt.tolist()} - return heating_coff, cooling_coff - - def _objective_function(self, xdata, a1, a2, a3, a4, a5, a6): - """ - Objective function for computing coefficients - :param xdata: - :param a1: float - :param a2: float - :param a3: float - :param a4: float - :param a5: float - :param a6: float + Runs insel and write the necessary files + :param user_input: a dictionary containing the user + values necessary to run insel + :param hp_model: a string that indicates the heat + pump model to be used e.g. 012, 015 + :param data_type: a string that indicates whether + insel should run for heat or cooling performance :return: """ - x, y = xdata - return (a1 * x ** 2) + (a2 * x) + (a3 * x * y) + (a4 * y) + (a5 * y ** 2) + a6 + self._input_data = user_input + # update input data with other data necessary to run insel + capacity_coff, comp_power_coff = self._extract_model_coff(hp_model, data_type) + self._update_input_data_with_coff(capacity_coff, comp_power_coff) + # update input data with constants + self._update_input_data_with_constants() + # update input data with input and output files for insel + self._update_input_data_with_files() + insel_file_handler = None + insel_template_handler = None + try: + # run insel + insel_template_handler = open(self._template_path, "r") + insel_template_handler = insel_template_handler.read() + insel_template = Template(insel_template_handler).substitute(self._input_data) + # create the insel file and write the template with substituted values into it + insel_file = (self._base_path / 'heat_pumps/dompark_heat_pump.insel') + insel_file_handler = open(insel_file, "w") + insel_file_handler.write(insel_template) + # Now run insel + subprocess.call('insel', insel_file) + except IOError as err: + print("I/O exception: {}".format(err)) + except subprocess.CalledProcessError as err: + print("Insel command error {}".format(err)) + else: + print("Insel executed successfully") + finally: + insel_file_handler.close() + insel_template_handler.close() + + def _update_input_data_with_files(self): + """ + Updates input data for insel with some files that will + be written to after insel runs. Also specifies and input file + which is the Heating Demand (demand.txt) file + :return: + """ + self._input_data["HeatingDemand"] = self._demand_path + self._input_data["fileOut1"] = (self._base_path / 'heat_pumps/technical_performance.csv') + self._input_data["fileOut2"] = (self._base_path / 'heat_pumps/system_daily_emissions.cs') + self._input_data["fileOut3"] = (self._base_path / 'heat_pumps/monthly_operational_costs.csv') + self._input_data["fileOut4"] = (self._base_path / 'heat_pumps/monthly_fossil_fuel_consumptions.csv') + self._input_data["fileOut5"] = (self._base_path / 'heat_pumps/system_monthly_emissions.csv') + self._input_data["fileOut6"] = (self._base_path / 'heat_pumps/daily_hp_electricity_demand.csv') + self._input_data["fileOut7"] = (self._base_path / 'heat_pumps/daily_operational_costs.csv') + self._input_data["fileOut8"] = (self._base_path / 'heat_pumps/monthly_hp_electricity_demand.csv') + self._input_data["fileOut9"] = (self._base_path / 'heat_pumps/daily_fossil_fuel_consumption.csv') + self._input_data["fileOut10"] = (self._base_path / 'heat_pumps/hp_hourly_electricity_demand.csv') + + def _compute_max_demand(self): + """ + Retrieves the maximum demand value from + the demands text file + :return: float + """ + max_demand = -1 + with open(self._demand_path) as file_handler: + for demand in file_handler.readlines(): + if float(demand) > max_demand: + max_demand = float(demand) + return max_demand + + def _update_input_data_with_constants(self): + with open(self._constants_path) as file: + constants_dict = yaml.load(file, Loader=yaml.FullLoader) + for key, value in constants_dict.items(): + self._input_data[key] = value + # compute maximum demand. TODO: This should come from catalog in the future + max_demand = self._compute_max_demand() + # compute TESCapacity + self._input_data["TESCapacity"] = self._input_data["HoursOfStorageAtMaxDemand"] * (max_demand * 3.6) / ( + (self._input_data["Cp"] / 1000) * self._input_data["TemperatureDifference"]) + + def _update_input_data_with_coff(self, capacity_coff, comp_power_coff): + """ + Updates the user data with coefficients derived from imports + :param capacity_coff: heat or cooling capacity coefficients + :param comp_power_coff: heat or cooling comppressor power coefficients + :return: + """ + self._input_data["a1"] = capacity_coff[0] + self._input_data["a2"] = capacity_coff[1] + self._input_data["a3"] = capacity_coff[2] + self._input_data["a4"] = capacity_coff[3] + self._input_data["a5"] = capacity_coff[4] + self._input_data["a6"] = capacity_coff[5] + self._input_data["b1"] = comp_power_coff[0] + self._input_data["b2"] = comp_power_coff[1] + self._input_data["b3"] = comp_power_coff[2] + self._input_data["b4"] = comp_power_coff[3] + self._input_data["b5"] = comp_power_coff[4] + self._input_data["b6"] = comp_power_coff[5] + + def _extract_model_coff(self, hp_model, data_type='heat') -> Union[Tuple[List, List], None]: + """ + Extracts heat pump coefficient data for a specific + model. e.g 012, 140 + :param hp_model: the model type + :param data_type: indicates whether we're extracting cooling + or heating perfarmcn coefficients + :return: + """ + for energy_system in self._city.energy_systems: + if energy_system.heat_pump.model == hp_model: + if data_type == 'heat': + return energy_system.heat_pump.heating_capacity_coff, energy_system.heat_pump.heating_comp_power_coff + return energy_system.heat_pump.cooling_capacity_coff, energy_system.heat_pump.cooling_comp_power_coff + return None From e505351853ee879a2fb134b35a2cc4dc7f0ab134 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Mon, 8 Nov 2021 16:33:43 +0000 Subject: [PATCH 17/29] Removed heat pump constants --- helpers/constants.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/helpers/constants.py b/helpers/constants.py index 6fdd14e0..0f571a50 100644 --- a/helpers/constants.py +++ b/helpers/constants.py @@ -75,3 +75,8 @@ RETAIL = 'retail' HALL = 'hall' RESTAURANT = 'restaurant' EDUCATION = 'education' + + + + + From 2976434bc707cd39df70c0bd902b1a1fc2b50317 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Mon, 8 Nov 2021 16:37:16 +0000 Subject: [PATCH 18/29] Updated requirement file with PyYAML --- requirements.txt | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 95b6e515..8a6287d3 100644 --- a/requirements.txt +++ b/requirements.txt @@ -13,4 +13,5 @@ openpyxl~=3.0.7 networkx~=2.5.1 parseidf~=1.0.0 ply~=3.11 -scipy==1.7.1 \ No newline at end of file +scipy==1.7.1 +PyYAML==6.0 \ No newline at end of file From 102e6ae2d489707c6de3298a3ed10403c28023f8 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Mon, 8 Nov 2021 16:37:58 +0000 Subject: [PATCH 19/29] Added return type to objective_function --- imports/energy_systems/xlsx_heat_pump_parameters.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/imports/energy_systems/xlsx_heat_pump_parameters.py b/imports/energy_systems/xlsx_heat_pump_parameters.py index 33f45b02..5e6269d0 100644 --- a/imports/energy_systems/xlsx_heat_pump_parameters.py +++ b/imports/energy_systems/xlsx_heat_pump_parameters.py @@ -122,7 +122,7 @@ class XlsxHeatPumpParameters: popt, _ = curve_fit(self._objective_function, [x_values, out_temp], heat_pump_data) return popt.tolist() - def _objective_function(self, xdata, a1, a2, a3, a4, a5, a6): + def _objective_function(self, xdata, a1, a2, a3, a4, a5, a6) -> float: """ Objective function for computing coefficients :param xdata: From c7d569b68853b3110f5023dd8db1c51686d3fdd3 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Wed, 10 Nov 2021 10:13:17 +0000 Subject: [PATCH 20/29] Added methods to run insel and write output files --- exports/energy_systems/heat_pump_export.py | 76 ++++++++++++++++------ 1 file changed, 55 insertions(+), 21 deletions(-) diff --git a/exports/energy_systems/heat_pump_export.py b/exports/energy_systems/heat_pump_export.py index ac7bc1ac..065ab29d 100644 --- a/exports/energy_systems/heat_pump_export.py +++ b/exports/energy_systems/heat_pump_export.py @@ -3,10 +3,11 @@ HeatPumpExport exports heatpump coefficient into several formats SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2021 Project Author Peter Yefi peteryefi@gmail.com """ -import subprocess -from typing import List, Tuple, Union +import os +from typing import List, Tuple, Union, Dict import yaml from string import Template +import pandas as pd class HeatPumpExport: @@ -24,7 +25,7 @@ class HeatPumpExport: self._input_data = None self._base_path = base_path - def run_insel(self, user_input, hp_model, data_type) -> None: + def run_insel(self, user_input: Dict, hp_model: str, data_type: str) -> None: """ Runs insel and write the necessary files :param user_input: a dictionary containing the user @@ -55,17 +56,50 @@ class HeatPumpExport: insel_file_handler = open(insel_file, "w") insel_file_handler.write(insel_template) # Now run insel - subprocess.call('insel', insel_file) + os.system('insel {}'.format(insel_file)) + # Writer headers to csv output files generated by insel + self._write_insel_output_headers() except IOError as err: print("I/O exception: {}".format(err)) - except subprocess.CalledProcessError as err: - print("Insel command error {}".format(err)) - else: - print("Insel executed successfully") finally: insel_file_handler.close() insel_template_handler.close() + def _write_insel_output_headers(self): + """ + Write headers to the various csv file generated by insel + :return: + """ + header_data = { + self._input_data['fileOut1']: ['Year', ' Month', ' Day', 'Hour', 'Minute', 'HP Heat Output (kW)', + 'HP Electricity Consumption (kW)', 'HP COP', 'TES Charging Rate (kg/s)', + 'TES Discharging Rate (kg/s)', 'TES Node 1 Temperature', 'TES Node 2 Temperature', + 'TES Node 3 Temperature', 'TES Node 4 Temperature', 'TES Energy Content (J)', + 'TES Energy Content (kWh)', 'TES Energy Content Variation (kWh)', + 'Auxiliary Heater Fuel Flow Rate (kg/s)', 'Auxiliary Heater Energy Input (kW)', + 'HP Operational Cost (CAD)', 'Auxiliary Heater Operational Cost (CAD)', + 'Operational CO2 Emissions of HP (g)', + 'Operational CO2 Emissions of Auxiliary Heater (g)', + 'Return Temperature', 'Demand (kW)'], + self._input_data['fileOut2']: ['Day', 'Operational Daily Emissions from Heat Pumps (g)', + 'Operational Daily Emissions from Auxiliary Heater (g)'], + self._input_data['fileOut3']: ['Month', 'Monthly Operational Costs of Heat Pumps (CAD)', + 'Monthly Operational Costs of Auxiliary Heater (CAD)'], + self._input_data['fileOut4']: ['Month', 'Monthly Fuel Consumption of Auxiliary Heater (m3)'], + self._input_data['fileOut5']: ['Month', 'Operational Monthly Emissions from Heat Pumps (g)', + 'Operational Monthly Emissions from Auxiliary Heater (g)'], + self._input_data['fileOut6']: ['Day', 'Daily HP Electricity Demand (kWh)'], + self._input_data['fileOut7']: ['Day', 'Daily Operational Costs of Heat Pumps (CAD)', + 'Daily Operational Costs of Auxiliary Heater (CAD)'], + self._input_data['fileOut8']: ['Month', 'Monthly HP Electricity Demand (kWh)'], + self._input_data['fileOut9']: ['Day', 'Daily Fuel Consumption of Auxiliary Heater (m3)'], + self._input_data['fileOut10']: ['Year', 'Month', 'Day', 'Hour', 'HP Electricity Demand (kWh)'] + } + for file_path, header in header_data.items(): + file_path = file_path.strip("'") + df = pd.read_csv(file_path, sep='\s+') + df.to_csv(file_path, header=header) + def _update_input_data_with_files(self): """ Updates input data for insel with some files that will @@ -73,17 +107,17 @@ class HeatPumpExport: which is the Heating Demand (demand.txt) file :return: """ - self._input_data["HeatingDemand"] = self._demand_path - self._input_data["fileOut1"] = (self._base_path / 'heat_pumps/technical_performance.csv') - self._input_data["fileOut2"] = (self._base_path / 'heat_pumps/system_daily_emissions.cs') - self._input_data["fileOut3"] = (self._base_path / 'heat_pumps/monthly_operational_costs.csv') - self._input_data["fileOut4"] = (self._base_path / 'heat_pumps/monthly_fossil_fuel_consumptions.csv') - self._input_data["fileOut5"] = (self._base_path / 'heat_pumps/system_monthly_emissions.csv') - self._input_data["fileOut6"] = (self._base_path / 'heat_pumps/daily_hp_electricity_demand.csv') - self._input_data["fileOut7"] = (self._base_path / 'heat_pumps/daily_operational_costs.csv') - self._input_data["fileOut8"] = (self._base_path / 'heat_pumps/monthly_hp_electricity_demand.csv') - self._input_data["fileOut9"] = (self._base_path / 'heat_pumps/daily_fossil_fuel_consumption.csv') - self._input_data["fileOut10"] = (self._base_path / 'heat_pumps/hp_hourly_electricity_demand.csv') + self._input_data["HeatingDemand"] = f"'{str(self._demand_path)}'" + self._input_data["fileOut1"] = f"'{str((self._base_path / 'heat_pumps/technical_performance.csv'))}'" + self._input_data["fileOut2"] = f"'{str((self._base_path / 'heat_pumps/system_daily_emissions.csv'))}'" + self._input_data["fileOut3"] = f"'{str((self._base_path / 'heat_pumps/monthly_operational_costs.csv'))}'" + self._input_data["fileOut4"] = f"'{str((self._base_path / 'heat_pumps/monthly_fossil_fuel_consumptions.csv'))}'" + self._input_data["fileOut5"] = f"'{str((self._base_path / 'heat_pumps/system_monthly_emissions.csv'))}'" + self._input_data["fileOut6"] = f"'{str((self._base_path / 'heat_pumps/daily_hp_electricity_demand.csv'))}'" + self._input_data["fileOut7"] = f"'{str((self._base_path / 'heat_pumps/daily_operational_costs.csv'))}'" + self._input_data["fileOut8"] = f"'{str((self._base_path / 'heat_pumps/monthly_hp_electricity_demand.csv'))}'" + self._input_data["fileOut9"] = f"'{str((self._base_path / 'heat_pumps/daily_fossil_fuel_consumption.csv'))}'" + self._input_data["fileOut10"] = f"'{str((self._base_path / 'heat_pumps/hp_hourly_electricity_demand.csv'))}'" def _compute_max_demand(self): """ @@ -109,7 +143,7 @@ class HeatPumpExport: self._input_data["TESCapacity"] = self._input_data["HoursOfStorageAtMaxDemand"] * (max_demand * 3.6) / ( (self._input_data["Cp"] / 1000) * self._input_data["TemperatureDifference"]) - def _update_input_data_with_coff(self, capacity_coff, comp_power_coff): + def _update_input_data_with_coff(self, capacity_coff: List, comp_power_coff: List): """ Updates the user data with coefficients derived from imports :param capacity_coff: heat or cooling capacity coefficients @@ -129,7 +163,7 @@ class HeatPumpExport: self._input_data["b5"] = comp_power_coff[4] self._input_data["b6"] = comp_power_coff[5] - def _extract_model_coff(self, hp_model, data_type='heat') -> Union[Tuple[List, List], None]: + def _extract_model_coff(self, hp_model: str, data_type='heat') -> Union[Tuple[List, List], None]: """ Extracts heat pump coefficient data for a specific model. e.g 012, 140 From f6de5b6f96d41a84da29087f027d9281ce94d836 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Wed, 10 Nov 2021 10:14:31 +0000 Subject: [PATCH 21/29] Modified export_heat_pump to run insel instead of exporting to CSV --- exports/energy_systems_factory.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/exports/energy_systems_factory.py b/exports/energy_systems_factory.py index b089765a..39ff5db3 100644 --- a/exports/energy_systems_factory.py +++ b/exports/energy_systems_factory.py @@ -8,16 +8,19 @@ from pathlib import Path from exports.energy_systems.heat_pump_export import HeatPumpExport -class EnergySystemsFactory: +class EnergySystemsExportFactory: """ Exports factory class for energy systems """ - def __init__(self, city, base_path=None): + def __init__(self, city, user_input, hp_model, data_type='heat', base_path=None): self._city = city if base_path is None: base_path = base_path = Path(Path(__file__).parent.parent / 'data/energy_systems') self._base_path = base_path + self._user_input = user_input + self._hp_model = hp_model + self._data_type = data_type def export_heat_pump(self): """ @@ -25,4 +28,4 @@ class EnergySystemsFactory: of some objective function :return: None """ - HeatPumpExport(self._base_path, self._city).export_xlsx() + HeatPumpExport(self._base_path, self._city).run_insel(self._user_input, self._hp_model, self._data_type) From ebe5439f0267c0927e4c417408b2f08364bf0db1 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Wed, 10 Nov 2021 10:17:01 +0000 Subject: [PATCH 22/29] Fixed issue with coefficient computation --- imports/energy_systems/xlsx_heat_pump_parameters.py | 13 +++++++++---- imports/energy_systems_factory.py | 2 +- 2 files changed, 10 insertions(+), 5 deletions(-) diff --git a/imports/energy_systems/xlsx_heat_pump_parameters.py b/imports/energy_systems/xlsx_heat_pump_parameters.py index 5e6269d0..b1b96e70 100644 --- a/imports/energy_systems/xlsx_heat_pump_parameters.py +++ b/imports/energy_systems/xlsx_heat_pump_parameters.py @@ -86,7 +86,7 @@ class XlsxHeatPumpParameters: self._city.add_city_object(energy_system) return self._city - def _extract_heat_pump_data(self, heat_pump_capacity_data) -> [List, List]: + def _extract_heat_pump_data(self, heat_pump_capacity_data: Dict) -> [List, List]: """ Fetches a list of metric based data for heat pump for various temperature, eg. cooling capacity data for 12 capacity heat pump @@ -102,7 +102,7 @@ class XlsxHeatPumpParameters: compressor_power_data.append(metric_data[1]) return [cooling_heating_capacity_data, compressor_power_data] - def _compute_coefficients(self, heat_pump_data, data_type="heat") -> List[float]: + def _compute_coefficients(self, heat_pump_data: List, data_type="heat") -> List[float]: """ Compute heat output and electrical demand coefficients from heating and cooling performance data @@ -111,10 +111,15 @@ class XlsxHeatPumpParameters: or heating performance data :return: Tuple[Dict, Dict] """ - out_temp = [25, 30, 32, 35, 40, 45] * 6 + # Determine the recurrence of temperature values. 6 repetitions for + # cooling performance and 5 repetition for heating performance + temp_multiplier = 5 if data_type == "heat" else 6 + out_temp = [25, 30, 32, 35, 40, 45] * temp_multiplier + heat_x_values = np.repeat([-5, 0, 7, 10, 15], 6) cool_x_values = np.repeat([6, 7, 8, 9, 10, 11], 6) x_values = heat_x_values if data_type == "heat" else cool_x_values + x_values = x_values.tolist() # convert list of lists to one list heat_pump_data = list(itertools.chain.from_iterable(heat_pump_data)) @@ -122,7 +127,7 @@ class XlsxHeatPumpParameters: popt, _ = curve_fit(self._objective_function, [x_values, out_temp], heat_pump_data) return popt.tolist() - def _objective_function(self, xdata, a1, a2, a3, a4, a5, a6) -> float: + def _objective_function(self, xdata: List, a1: float, a2: float, a3: float, a4: float, a5: float, a6: float) -> float: """ Objective function for computing coefficients :param xdata: diff --git a/imports/energy_systems_factory.py b/imports/energy_systems_factory.py index 964353e7..18d65e86 100644 --- a/imports/energy_systems_factory.py +++ b/imports/energy_systems_factory.py @@ -19,7 +19,7 @@ class EnergySystemsFactory: self._city = city self._base_path = base_path - def _xlsx_heat_pump(self): + def _xlsx_heat_pump_parameters(self): """ Enrich the city by using xlsx heat pump information """ From b7d1197a2b865f1937bbdb6389ac38e8a05eb9ae Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Wed, 10 Nov 2021 16:58:01 +0000 Subject: [PATCH 23/29] Added method to write user output --- exports/energy_systems/heat_pump_export.py | 36 +++++++++++++++++++++- 1 file changed, 35 insertions(+), 1 deletion(-) diff --git a/exports/energy_systems/heat_pump_export.py b/exports/energy_systems/heat_pump_export.py index 065ab29d..59862cd1 100644 --- a/exports/energy_systems/heat_pump_export.py +++ b/exports/energy_systems/heat_pump_export.py @@ -56,9 +56,12 @@ class HeatPumpExport: insel_file_handler = open(insel_file, "w") insel_file_handler.write(insel_template) # Now run insel + self._delete_existing_output_files() os.system('insel {}'.format(insel_file)) # Writer headers to csv output files generated by insel self._write_insel_output_headers() + # User output + self._get_user_out_put() except IOError as err: print("I/O exception: {}".format(err)) finally: @@ -97,7 +100,7 @@ class HeatPumpExport: } for file_path, header in header_data.items(): file_path = file_path.strip("'") - df = pd.read_csv(file_path, sep='\s+') + df = pd.read_csv(file_path, header=None, sep='\s+') df.to_csv(file_path, header=header) def _update_input_data_with_files(self): @@ -119,6 +122,20 @@ class HeatPumpExport: self._input_data["fileOut9"] = f"'{str((self._base_path / 'heat_pumps/daily_fossil_fuel_consumption.csv'))}'" self._input_data["fileOut10"] = f"'{str((self._base_path / 'heat_pumps/hp_hourly_electricity_demand.csv'))}'" + def _delete_existing_output_files(self): + """ + Remove existing out files generated by insel before + running insel + :return: + """ + for key, file_path in self._input_data.items(): + if 'fileOut' in key: + file_path = file_path.strip("'") + try: + os.remove(file_path) + except OSError: + pass + def _compute_max_demand(self): """ Retrieves the maximum demand value from @@ -178,3 +195,20 @@ class HeatPumpExport: return energy_system.heat_pump.heating_capacity_coff, energy_system.heat_pump.heating_comp_power_coff return energy_system.heat_pump.cooling_capacity_coff, energy_system.heat_pump.cooling_comp_power_coff return None + + def _get_user_out_put(self): + """ + Extracts monthly electricity demand and fossil fuel consumption + from output files generated by insel + :return: + """ + + electricity_df = pd.read_csv(self._input_data['fileOut8'].strip("'")).iloc[:, 2] + fossil_df = pd.read_csv(self._input_data['fileOut4'].strip("'")).iloc[:, 2] + + data = [electricity_df, fossil_df] + df = pd.concat(data, axis=1) + df = df.append(df.agg(['sum'])) + s = pd.Series(["Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sept", "Oct", "Nov", "Dec", "Total"]) + df = df.set_index([s]) + print(df) From 35864ee67a9deaf3bbacf2186c5bd9eddfc9dbe3 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Fri, 12 Nov 2021 10:11:56 +0000 Subject: [PATCH 24/29] Added unittest for energy system factory --- unittests/test_energy_systems_factory.py | 61 ++++++++++++++++++++++++ 1 file changed, 61 insertions(+) create mode 100644 unittests/test_energy_systems_factory.py diff --git a/unittests/test_energy_systems_factory.py b/unittests/test_energy_systems_factory.py new file mode 100644 index 00000000..eb8bb7dd --- /dev/null +++ b/unittests/test_energy_systems_factory.py @@ -0,0 +1,61 @@ +""" +Test EnergySystemsFactory and various heatpump models +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2021 Project Author Peter Yefi peteryefi@gmail.com +""" +import pandas as pd +from unittest import TestCase +from imports.geometry_factory import GeometryFactory +from imports.energy_systems_factory import EnergySystemsFactory +from city_model_structure.energy_systems.heat_pump import HeatPump +from exports.energy_systems_factory import EnergySystemsExportFactory +import os + + +class TestEnergySystemsFactory(TestCase): + """ + TestBuilding TestCase 1 + """ + + def setUp(self) -> None: + """ + Test setup + :return: None + """ + city_file = "../unittests/tests_data/C40_Final.gml" + self._output_path = "../unittests/tests_data/user_output.csv" + self._city = GeometryFactory('citygml', city_file).city + EnergySystemsFactory('xlsx heat pump', self._city).enrich() + + def test_heat_pump_import(self): + self.assertIsNotNone(self._city.energy_systems, 'City has energy systems') + self.assertIsInstance(self._city.energy_systems[0].heat_pump, HeatPump) + self.assertEqual(self._city.energy_systems[0].heat_pump.model, '012') + self.assertEqual(self._city.energy_systems[len(self._city.energy_systems) - 1].heat_pump.model, '140') + + def test_heat_pump_export(self): + # User defined paramenters + user_input = { + 'StartYear': 2020, + 'EndYear': 2021, + 'MaximumHPEnergyInput': 8000, + 'HoursOfStorageAtMaxDemand': 1, + 'BuildingSuppTemp': 40, + 'TemperatureDifference': 15, + 'FuelLHV': 47100, + 'FuelPrice': 0.12, + 'FuelEF': 1887, + 'FuelDensity': 0.717, + 'HPSupTemp': 60 + } + + EnergySystemsExportFactory(self._city, user_input, '012', self._output_path).export() + df = pd.read_csv(self._output_path) + self.assertEqual(df.shape, (13, 3)) + self.assertEqual(df.iloc[0, 1], 3045398.0) + + def tearDown(self) -> None: + try: + os.remove(self._output_path) + except OSError: + pass From 216dbf6d7c1dea23d24b4a55a735c880e2c584bf Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Fri, 12 Nov 2021 10:12:38 +0000 Subject: [PATCH 25/29] updated file with output files generated by insel --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index c321b771..2f0af06e 100644 --- a/.gitignore +++ b/.gitignore @@ -2,3 +2,4 @@ /venv/ .idea/ /development_tests/ +/data/energy_systems/heat_pumps/*.csv From a06ad62ec76969b1965b5767f03e8fc11b0a8c3c Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Fri, 12 Nov 2021 10:14:54 +0000 Subject: [PATCH 26/29] Added parameter for caller to specify output file path --- exports/energy_systems/heat_pump_export.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/exports/energy_systems/heat_pump_export.py b/exports/energy_systems/heat_pump_export.py index 59862cd1..754b578a 100644 --- a/exports/energy_systems/heat_pump_export.py +++ b/exports/energy_systems/heat_pump_export.py @@ -16,7 +16,7 @@ class HeatPumpExport: of some defined function """ - def __init__(self, base_path, city): + def __init__(self, base_path, city, output_path): self._template_path = (base_path / 'heat_pumps/template.txt') self._constants_path = (base_path / 'heat_pumps/constants.yaml') # needed to compute max demand. @@ -24,6 +24,7 @@ class HeatPumpExport: self._city = city self._input_data = None self._base_path = base_path + self._output_path = output_path def run_insel(self, user_input: Dict, hp_model: str, data_type: str) -> None: """ @@ -49,8 +50,8 @@ class HeatPumpExport: try: # run insel insel_template_handler = open(self._template_path, "r") - insel_template_handler = insel_template_handler.read() - insel_template = Template(insel_template_handler).substitute(self._input_data) + insel_template_content = insel_template_handler.read() + insel_template = Template(insel_template_content).substitute(self._input_data) # create the insel file and write the template with substituted values into it insel_file = (self._base_path / 'heat_pumps/dompark_heat_pump.insel') insel_file_handler = open(insel_file, "w") @@ -211,4 +212,5 @@ class HeatPumpExport: df = df.append(df.agg(['sum'])) s = pd.Series(["Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sept", "Oct", "Nov", "Dec", "Total"]) df = df.set_index([s]) - print(df) + df.to_csv(self._output_path) + From bc762e48440d2f65c5a7224fda29260f3426b001 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Fri, 12 Nov 2021 10:16:22 +0000 Subject: [PATCH 27/29] Added export method to export factory --- exports/energy_systems_factory.py | 15 ++++++++++++--- 1 file changed, 12 insertions(+), 3 deletions(-) diff --git a/exports/energy_systems_factory.py b/exports/energy_systems_factory.py index 39ff5db3..6cdf5a2e 100644 --- a/exports/energy_systems_factory.py +++ b/exports/energy_systems_factory.py @@ -13,7 +13,7 @@ class EnergySystemsExportFactory: Exports factory class for energy systems """ - def __init__(self, city, user_input, hp_model, data_type='heat', base_path=None): + def __init__(self, city, user_input, hp_model, output_path, data_type='heat', base_path=None): self._city = city if base_path is None: base_path = base_path = Path(Path(__file__).parent.parent / 'data/energy_systems') @@ -21,11 +21,20 @@ class EnergySystemsExportFactory: self._user_input = user_input self._hp_model = hp_model self._data_type = data_type + self._output_path = output_path - def export_heat_pump(self): + def _export_heat_pump(self): """ Exports heat pump performance data as coefficients of some objective function :return: None """ - HeatPumpExport(self._base_path, self._city).run_insel(self._user_input, self._hp_model, self._data_type) + HeatPumpExport(self._base_path, self._city, self._output_path)\ + .run_insel(self._user_input, self._hp_model, self._data_type) + + def export(self): + """ + Export the city given to the class using the given export type handler + :return: None + """ + return getattr(self, '_export_heat_pump', lambda: None)() From fee9dc5808a264052be27555956e8dd2cc7f9c23 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Fri, 12 Nov 2021 10:19:55 +0000 Subject: [PATCH 28/29] Modified xlsx heat pump method --- imports/energy_systems_factory.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/imports/energy_systems_factory.py b/imports/energy_systems_factory.py index 18d65e86..964353e7 100644 --- a/imports/energy_systems_factory.py +++ b/imports/energy_systems_factory.py @@ -19,7 +19,7 @@ class EnergySystemsFactory: self._city = city self._base_path = base_path - def _xlsx_heat_pump_parameters(self): + def _xlsx_heat_pump(self): """ Enrich the city by using xlsx heat pump information """ From 8cb8cc5f9cb03699d1007c46b118f21534c66860 Mon Sep 17 00:00:00 2001 From: Peter Yefi Date: Fri, 12 Nov 2021 10:21:37 +0000 Subject: [PATCH 29/29] updated file with output files generated by insel --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index 2f0af06e..ca8768ed 100644 --- a/.gitignore +++ b/.gitignore @@ -3,3 +3,4 @@ .idea/ /development_tests/ /data/energy_systems/heat_pumps/*.csv +/data/energy_systems/heat_pumps/*.insel