from typing import List import traci from shapely.geometry import LineString import actions import config import sys from model import Area, Vehicle, Lane areas = list() def init_grid(simulation_bounds, cells_number): width = simulation_bounds[1][0] / cells_number height = simulation_bounds[1][1] / cells_number for i in range(cells_number): for j in range(cells_number): # bounds coordinates for the area : (xmin, ymin, xmax, ymax) ar_bounds = ((i * width, j * height), (i * width, (j + 1) * height), ((i + 1) * width, (j + 1) * height), ((i + 1) * width, j * height)) area = Area(ar_bounds) area.name = 'area ({},{})'.format(i, j) areas.append(area) traci.polygon.add(area.name, ar_bounds, (0, 255, 0)) return areas def compute_vehicle_emissions(veh_id): return (traci.vehicle.getCOEmission(veh_id) + traci.vehicle.getNOxEmission(veh_id) + traci.vehicle.getHCEmission(veh_id) + traci.vehicle.getPMxEmission(veh_id) + traci.vehicle.getCO2Emission(veh_id)) def get_all_vehicles() -> List[Vehicle]: vehicles = list() for veh_id in traci.vehicle.getIDList(): veh_pos = traci.vehicle.getPosition(veh_id) vehicle = Vehicle(veh_id, veh_pos) vehicle.emissions = compute_vehicle_emissions(veh_id) traci.vehicle.setRoutingMode(veh_id, traci.constants.ROUTING_MODE_AGGREGATED) vehicles.append(vehicle) return vehicles def get_all_lanes() -> List[Lane]: lanes = [] for lane_id in traci.lane.getIDList(): polygon_lane = LineString(traci.lane.getShape(lane_id)) lanes.append(Lane(lane_id, polygon_lane)) return lanes def get_emissions(grid: List[Area], vehicles: List[Vehicle]): for area in grid: for vehicle in vehicles: if vehicle.pos in area: area.emissions += vehicle.emissions if config.lock_mode == True and area.emissions > config.EMISSIONS_THRESHOLD and area.locked == False: actions.lock_area(area, vehicles) traci.polygon.setColor(area.name, (255, 0, 0)) traci.polygon.setFilled(area.name, True) def add_lanes_to_areas(areas: List[Area]): lanes = get_all_lanes() for area in areas: for lane in lanes: if area.rectangle.intersects(lane.polygon): area.add_lane(lane) def main(): try: traci.start(config.sumo_cmd) grid = init_grid(traci.simulation.getNetBoundary(), config.CELLS_NUMBER) add_lanes_to_areas(grid) step = 0 while step < config.n_steps : #traci.simulation.getMinExpectedNumber() > 0: traci.simulationStep() vehicles = get_all_vehicles() get_emissions(grid, vehicles) if config.routing_mode == True: actions.adjustEdgesWeight() actions.rerouteAllVehicles() step += 1 sys.stdout.write(f'Simulation step = {step}/{config.n_steps}'+'\r') sys.stdout.flush() finally: traci.close(False) total_emissions = 0 for area in areas: total_emissions += area.emissions #Total of emissions of all pollutants in mg for 200 steps of simulation without locking areas total_emissions200 = 43970763.15084749 print(f'\n**** Total emissions = {total_emissions} mg ****') diff_with_lock = (total_emissions200 - total_emissions)/total_emissions200 print(f'**** Reduction percentage of emissions = {diff_with_lock*100} % ****\n') if __name__ == '__main__': main()