Changed vehicle class

sumo_project/actions.py

@@ -23,15 +23,14 @@ def lanes_in_area(area):
 def computeEdgeWeight(edge_id):
         return traci.edge.getCO2Emission(edge_id)
     
-#Useless because vehicles reroute automatically by travelTime       
+def rerouteEffortVehicles():
-def rerouteVehicles():
     for veh_id in traci.vehicle.getIDList():
-        traci.vehicle.rerouteTraveltime(veh_id,True)
+        traci.vehicle.rerouteEffort(veh_id)
                 
 def adjustEdgesWeight():
     for edge_id in traci.edge.getIDList():
         weight = computeEdgeWeight(edge_id) #by default edges weight = length/mean speed
-        traci.edge.adaptTraveltime(edge_id, weight) 
+        traci.edge.setEffort(edge_id, weight) 
 
 def lock_area(area: Area, vehicles: Iterable[Vehicle]):
     max_speed = 30

sumo_project/config.py

@@ -15,7 +15,7 @@ _SUMOCMD = 'sumo' # use 'sumo-gui' cmd for UI
 _SUMOCFG = "mulhouse_simulation/osm.sumocfg"
 CELLS_NUMBER = 10
 CO2_THRESHOLD = 500000
-n_steps = 400 
+n_steps = 200 
 
 sumo_binary = os.path.join(os.environ['SUMO_HOME'], 'bin', _SUMOCMD)
 sumo_cmd = [sumo_binary, "-c", _SUMOCFG]

sumo_project/emissions.py

@@ -24,13 +24,19 @@ def init_grid(simulation_bounds, cells_number):
             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.co2 = traci.vehicle.getCO2Emission(vehicle.veh_id)
+        vehicle.emissions = compute_vehicle_emissions(veh_id)
         vehicles.append(vehicle)
     return vehicles
 
@@ -47,7 +53,7 @@ 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.co2
+                area.emissions += vehicle.emissions
         if area.emissions > config.CO2_THRESHOLD and area.locked == False:
             actions.lock_area(area, vehicles)
             traci.polygon.setColor(area.name, (255, 0, 0))
@@ -75,7 +81,7 @@ def main():
             vehicles = get_all_vehicles()
             get_emissions(grid, vehicles)
             #actions.adjustEdgesWeight()
-
+            #actions.rerouteEffortVehicles()
             
             step += 1 
             sys.stdout.write(f'Simulation step =  {step}/{config.n_steps}'+'\r')
@@ -86,12 +92,12 @@ def main():
         for area in areas:
             total_emissions += area.emissions
         
-        #For 200 steps, total emissions = 42816869.054364316 mg
+        #Total of emissions of all pollutants in mg for 200 steps of simulation without locking areas
-        #For 400 steps, total emissions = 136020579.71122485 mg
+        total_emissions200 = 43970763.15084749  
-        
+                
-        print(f'\n**** Total emissions (CO2) = {total_emissions} mg')
+        print(f'\n**** Total emissions = {total_emissions} mg ****')
-        diff_with_lock = (136020579.71122485 - total_emissions)/136020579.71122485
+        diff_with_lock = (total_emissions200 - total_emissions)/total_emissions200
-        print(f'**** Reduction percentage of CO2 emissions = {diff_with_lock*100} % ****\n')
+        print(f'**** Reduction percentage of emissions = {diff_with_lock*100} % ****\n')
         
         traci.close(False)
 

sumo_project/model.py

@@ -56,9 +56,10 @@ class Area:
 class Vehicle:
 
     def __init__(self, veh_id: int, pos: Tuple[float, float]):
-        self.co2: float  = None
+        self.emissions: float  = None
         self.veh_id = veh_id
         self.pos = Point(pos)
 
     def __repr__(self) -> str:
         return str(self.__dict__)
+