mirror of
https://github.com/Ahp06/SUMO_Emissions.git
synced 2024-11-25 04:56:30 +00:00
commit
72e8e6d3ad
@ -4,15 +4,15 @@ Created on 17 oct. 2018
|
||||
@author: Axel Huynh-Phuc, Thibaud Gasser
|
||||
"""
|
||||
|
||||
from typing import Iterable
|
||||
|
||||
import traci
|
||||
from model import Area, Vehicle
|
||||
|
||||
"""
|
||||
This module defines all possible actions on the simulation
|
||||
"""
|
||||
|
||||
import traci
|
||||
from typing import Iterable
|
||||
|
||||
from model import Area, Vehicle
|
||||
|
||||
|
||||
def compute_edge_weight(edge_id):
|
||||
"""
|
||||
|
@ -4,6 +4,10 @@ Created on 17 oct. 2018
|
||||
@author: Axel Huynh-Phuc, Thibaud Gasser
|
||||
"""
|
||||
|
||||
"""
|
||||
This module defines the global configuration for the simulation
|
||||
"""
|
||||
|
||||
import datetime
|
||||
import json
|
||||
import logging
|
||||
@ -12,10 +16,6 @@ import sys
|
||||
|
||||
from model import Emission
|
||||
|
||||
"""
|
||||
This module defines the global configuration for the simulation
|
||||
"""
|
||||
|
||||
|
||||
class Config:
|
||||
"""
|
||||
@ -38,7 +38,7 @@ class Config:
|
||||
:param config_file: The path to your configuration file
|
||||
:return:
|
||||
"""
|
||||
with open(config_file, 'r') as f:
|
||||
with open(f'files/configs/{config_file}.json', 'r') as f:
|
||||
data = json.load(f)
|
||||
|
||||
for option in data:
|
||||
@ -102,10 +102,10 @@ class Config:
|
||||
now = datetime.datetime.now()
|
||||
current_date = now.strftime("%Y_%m_%d_%H_%M_%S")
|
||||
|
||||
if not os.path.exists('logs'):
|
||||
if not os.path.exists('files/logs'):
|
||||
os.makedirs('logs')
|
||||
|
||||
log_filename = f'logs/sumo_logs_{current_date}_{self.config_filename}.log'
|
||||
log_filename = f'files/logs/sumo_logs_{current_date}_{self.config_filename}.log'
|
||||
|
||||
logger = logging.getLogger("sumo_logger")
|
||||
logger.setLevel(logging.INFO)
|
||||
|
130
sumo_project/data.py
Normal file
130
sumo_project/data.py
Normal file
@ -0,0 +1,130 @@
|
||||
"""
|
||||
Created on 17 oct. 2018
|
||||
|
||||
@author: Axel Huynh-Phuc, Thibaud Gasser
|
||||
"""
|
||||
|
||||
"""
|
||||
This module is used for loading simulation data
|
||||
"""
|
||||
|
||||
import argparse
|
||||
import csv
|
||||
import datetime
|
||||
import itertools
|
||||
import json
|
||||
import os
|
||||
import pprint
|
||||
import sys
|
||||
import time
|
||||
import traci
|
||||
from typing import List
|
||||
|
||||
import jsonpickle
|
||||
from parse import search
|
||||
from shapely.geometry import LineString
|
||||
|
||||
import actions
|
||||
from config import Config
|
||||
from model import Area, Vehicle, Lane, TrafficLight, Phase, Logic, Emission
|
||||
|
||||
|
||||
class Data:
|
||||
|
||||
def __init__(self, map_bounds, config : Config):
|
||||
"""
|
||||
Data constructor
|
||||
"""
|
||||
self.map_bounds = map_bounds
|
||||
self.config = config
|
||||
|
||||
def init_grid(self):
|
||||
"""
|
||||
Initialize the grid of the loaded map from the configuration
|
||||
:param self.map_bounds: The map bounds
|
||||
:param areas_number: The number of areas
|
||||
:param window_size: The size of the acquisition window
|
||||
:return: A list of areas
|
||||
"""
|
||||
self.grid = list()
|
||||
areas_number = self.config.areas_number
|
||||
window_size = self.config.window_size
|
||||
|
||||
width = self.map_bounds[1][0] / areas_number
|
||||
height = self.map_bounds[1][1] / areas_number
|
||||
for i in range(areas_number):
|
||||
for j in range(areas_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))
|
||||
name = 'Area ({},{})'.format(i, j)
|
||||
area = Area(ar_bounds, name, window_size)
|
||||
self.grid.append(area)
|
||||
return self.grid
|
||||
|
||||
def get_all_lanes(self) -> List[Lane]:
|
||||
"""
|
||||
Recover and creates a list of Lane objects
|
||||
:return: The lanes list
|
||||
"""
|
||||
lanes = []
|
||||
for lane_id in traci.lane.getIDList():
|
||||
polygon_lane = LineString(traci.lane.getShape(lane_id))
|
||||
initial_max_speed = traci.lane.getMaxSpeed(lane_id)
|
||||
lanes.append(Lane(lane_id, polygon_lane, initial_max_speed))
|
||||
return lanes
|
||||
|
||||
def parse_phase(self, phase_repr):
|
||||
"""
|
||||
Because the SUMO object Phase does not contain accessors,
|
||||
we parse the string representation to retrieve data members.
|
||||
:param phase_repr: The Phase string representation
|
||||
:return: An new Phase instance
|
||||
"""
|
||||
duration = search('duration: {:f}', phase_repr)
|
||||
min_duration = search('minDuration: {:f}', phase_repr)
|
||||
max_duration = search('maxDuration: {:f}', phase_repr)
|
||||
phase_def = search('phaseDef: {}\n', phase_repr)
|
||||
|
||||
if phase_def is None:
|
||||
phase_def = ''
|
||||
else:
|
||||
phase_def = phase_def[0]
|
||||
|
||||
return Phase(duration[0], min_duration[0], max_duration[0], phase_def)
|
||||
|
||||
def add_data_to_areas(self):
|
||||
"""
|
||||
Adds all recovered data to different areas
|
||||
:param areas: The list of areas
|
||||
:return:
|
||||
"""
|
||||
lanes = self.get_all_lanes()
|
||||
for area in self.grid:
|
||||
for lane in lanes: # add lanes
|
||||
if area.rectangle.intersects(lane.polygon):
|
||||
area.add_lane(lane)
|
||||
for tl_id in traci.trafficlight.getIDList(): # add traffic lights
|
||||
if lane.lane_id in traci.trafficlight.getControlledLanes(tl_id):
|
||||
logics = []
|
||||
for l in traci.trafficlight.getCompleteRedYellowGreenDefinition(tl_id): # add logics
|
||||
phases = []
|
||||
for phase in traci.trafficlight.Logic.getPhases(l): # add phases to logics
|
||||
phases.append(self.parse_phase(phase.__repr__()))
|
||||
logics.append(Logic(l, phases))
|
||||
area.add_tl(TrafficLight(tl_id, logics))
|
||||
|
||||
def save(self, dump_name):
|
||||
"""
|
||||
Save simulation data into a json file
|
||||
:param dump_name: The name of your data dump
|
||||
:return:
|
||||
"""
|
||||
dump_dir = 'files/dump'
|
||||
if not os.path.exists(dump_dir):
|
||||
os.mkdir(dump_dir)
|
||||
|
||||
s = json.dumps(json.loads(jsonpickle.encode(self)), indent=4) # for pretty JSON
|
||||
with open(f'{dump_dir}/{dump_name}.json', 'w') as f:
|
||||
f.write(s)
|
||||
|
@ -4,6 +4,10 @@ Created on 17 oct. 2018
|
||||
@author: Axel Huynh-Phuc, Thibaud Gasser
|
||||
"""
|
||||
|
||||
"""
|
||||
This module defines the entry point of the application
|
||||
"""
|
||||
|
||||
import argparse
|
||||
import csv
|
||||
import datetime
|
||||
@ -11,96 +15,17 @@ import itertools
|
||||
import os
|
||||
import sys
|
||||
import time
|
||||
import traci
|
||||
from typing import List
|
||||
|
||||
import actions
|
||||
import traci
|
||||
from config import Config
|
||||
from model import Area, Vehicle, Lane, TrafficLight, Phase, Logic, Emission
|
||||
import jsonpickle
|
||||
from parse import search
|
||||
from shapely.geometry import LineString
|
||||
|
||||
"""
|
||||
This module defines the entry point of the application
|
||||
"""
|
||||
|
||||
|
||||
def init_grid(simulation_bounds, areas_number, window_size):
|
||||
"""
|
||||
Initialize the grid of the loaded map from the configuration
|
||||
:param simulation_bounds: The map bounds
|
||||
:param areas_number: The number of areas
|
||||
:param window_size: The size of the acquisition window
|
||||
:return: A list of areas
|
||||
"""
|
||||
grid = list()
|
||||
width = simulation_bounds[1][0] / areas_number
|
||||
height = simulation_bounds[1][1] / areas_number
|
||||
for i in range(areas_number):
|
||||
for j in range(areas_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))
|
||||
name = 'Area ({},{})'.format(i, j)
|
||||
area = Area(ar_bounds, name, window_size)
|
||||
grid.append(area)
|
||||
traci.polygon.add(area.name, ar_bounds, (255, 0, 0)) # Add polygon for UI
|
||||
return grid
|
||||
|
||||
|
||||
def get_all_lanes() -> List[Lane]:
|
||||
"""
|
||||
Recover and creates a list of Lane objects
|
||||
:return: The lanes list
|
||||
"""
|
||||
lanes = []
|
||||
for lane_id in traci.lane.getIDList():
|
||||
polygon_lane = LineString(traci.lane.getShape(lane_id))
|
||||
initial_max_speed = traci.lane.getMaxSpeed(lane_id)
|
||||
lanes.append(Lane(lane_id, polygon_lane, initial_max_speed))
|
||||
return lanes
|
||||
|
||||
|
||||
def parse_phase(phase_repr):
|
||||
"""
|
||||
Because the SUMO object Phase does not contain accessors,
|
||||
we parse the string representation to retrieve data members.
|
||||
:param phase_repr: The Phase string representation
|
||||
:return: An new Phase instance
|
||||
"""
|
||||
duration = search('duration: {:f}', phase_repr)
|
||||
min_duration = search('minDuration: {:f}', phase_repr)
|
||||
max_duration = search('maxDuration: {:f}', phase_repr)
|
||||
phase_def = search('phaseDef: {}\n', phase_repr)
|
||||
|
||||
if phase_def is None:
|
||||
phase_def = ''
|
||||
else:
|
||||
phase_def = phase_def[0]
|
||||
|
||||
return Phase(duration[0], min_duration[0], max_duration[0], phase_def)
|
||||
|
||||
|
||||
def add_data_to_areas(areas: List[Area]):
|
||||
"""
|
||||
Adds all recovered data to different areas
|
||||
:param areas: The list of areas
|
||||
:return:
|
||||
"""
|
||||
lanes = get_all_lanes()
|
||||
for area in areas:
|
||||
for lane in lanes: # add lanes
|
||||
if area.rectangle.intersects(lane.polygon):
|
||||
area.add_lane(lane)
|
||||
for tl_id in traci.trafficlight.getIDList(): # add traffic lights
|
||||
if lane.lane_id in traci.trafficlight.getControlledLanes(tl_id):
|
||||
logics = []
|
||||
for l in traci.trafficlight.getCompleteRedYellowGreenDefinition(tl_id): # add logics
|
||||
phases = []
|
||||
for phase in traci.trafficlight.Logic.getPhases(l): # add phases to logics
|
||||
phases.append(parse_phase(phase.__repr__()))
|
||||
logics.append(Logic(l, phases))
|
||||
area.add_tl(TrafficLight(tl_id, logics))
|
||||
import actions
|
||||
from config import Config
|
||||
from data import Data
|
||||
from model import Area, Vehicle, Lane, TrafficLight, Phase, Logic, Emission
|
||||
|
||||
|
||||
def compute_vehicle_emissions(veh_id):
|
||||
@ -195,13 +120,13 @@ def export_data_to_csv(config, grid):
|
||||
:param grid: The list of areas
|
||||
:return:
|
||||
"""
|
||||
csv_dir = 'csv'
|
||||
csv_dir = 'files/csv'
|
||||
if not os.path.exists(csv_dir):
|
||||
os.mkdir(csv_dir)
|
||||
|
||||
now = datetime.datetime.now().strftime("%Y_%m_%d_%H_%M_%S")
|
||||
|
||||
with open(f'csv/{now}.csv', 'w') as f:
|
||||
with open(f'files/csv/{now}.csv', 'w') as f:
|
||||
writer = csv.writer(f)
|
||||
# Write CSV headers
|
||||
writer.writerow(itertools.chain(('Step',), (a.name for a in grid)))
|
||||
@ -210,125 +135,3 @@ def export_data_to_csv(config, grid):
|
||||
em_for_step = (f'{a.emissions_by_step[step].value():.3f}' for a in grid)
|
||||
writer.writerow(itertools.chain((step,), em_for_step))
|
||||
|
||||
|
||||
def run(config, logger, csv_export):
|
||||
"""
|
||||
Run the simulation with the configuration chosen
|
||||
:param config: The simulation configuration
|
||||
:param logger: The simulation logger
|
||||
:return:
|
||||
"""
|
||||
grid = list()
|
||||
try:
|
||||
traci.start(config.sumo_cmd)
|
||||
logger.info(f'Loaded simulation file : {config._SUMOCFG}')
|
||||
logger.info('Loading data for the simulation')
|
||||
start = time.perf_counter()
|
||||
|
||||
grid = init_grid(traci.simulation.getNetBoundary(), config.areas_number, config.window_size)
|
||||
add_data_to_areas(grid)
|
||||
|
||||
loading_time = round(time.perf_counter() - start, 2)
|
||||
logger.info(f'Data loaded ({loading_time}s)')
|
||||
|
||||
logger.info('Simulation started...')
|
||||
step = 0
|
||||
while step < config.n_steps:
|
||||
traci.simulationStep()
|
||||
|
||||
vehicles = get_all_vehicles()
|
||||
get_emissions(grid, vehicles, step, config, logger)
|
||||
step += 1
|
||||
|
||||
print(f'step = {step}/{config.n_steps}', end='\r')
|
||||
|
||||
finally:
|
||||
traci.close(False)
|
||||
|
||||
if csv_export:
|
||||
export_data_to_csv(config, grid)
|
||||
logger.info(f'Exported data into the csv folder')
|
||||
|
||||
simulation_time = round(time.perf_counter() - start, 2)
|
||||
logger.info(f'End of the simulation ({simulation_time}s)')
|
||||
|
||||
# 1 step is equal to one second simulated
|
||||
logger.info(f'Real-time factor : {config.n_steps / simulation_time}')
|
||||
|
||||
total_emissions = Emission()
|
||||
for area in grid:
|
||||
total_emissions += area.sum_all_emissions()
|
||||
|
||||
logger.info(f'Total emissions = {total_emissions.value()} mg')
|
||||
|
||||
if not config.without_actions_mode: # If it's not a simulation without actions
|
||||
ref = config.get_ref_emissions()
|
||||
if not (ref is None): # If a reference value exist (add yours into config.py)
|
||||
global_diff = (ref.value() - total_emissions.value()) / ref.value()
|
||||
|
||||
logger.info(f'Global reduction percentage of emissions = {global_diff * 100} %')
|
||||
logger.info(f'-> CO2 emissions = {get_reduction_percentage(ref.co2, total_emissions.co2)} %')
|
||||
logger.info(f'-> CO emissions = {get_reduction_percentage(ref.co, total_emissions.co)} %')
|
||||
logger.info(f'-> Nox emissions = {get_reduction_percentage(ref.nox, total_emissions.nox)} %')
|
||||
logger.info(f'-> HC emissions = {get_reduction_percentage(ref.hc, total_emissions.hc)} %')
|
||||
logger.info(f'-> PMx emissions = {get_reduction_percentage(ref.pmx, total_emissions.pmx)} %')
|
||||
|
||||
|
||||
def add_options(parser):
|
||||
"""
|
||||
Add command line options
|
||||
:param parser: The command line parser
|
||||
:return:
|
||||
"""
|
||||
parser.add_argument("-f", "--configfile", type=str, default='configs/default_config.json', required=False,
|
||||
help='Choose your configuration file from your working directory')
|
||||
parser.add_argument("-save", "--save", action="store_true",
|
||||
help='Save the logs into the logs folder')
|
||||
parser.add_argument("-steps", "--steps", type=int, default=200, required=False,
|
||||
help='Choose the simulated time (in seconds)')
|
||||
parser.add_argument("-ref", "--ref", action="store_true",
|
||||
help='Launch a reference simulation (without acting on areas)')
|
||||
parser.add_argument("-gui", "--gui", action="store_true",
|
||||
help="Show UI")
|
||||
parser.add_argument("-csv", "--csv", action="store_true",
|
||||
help="Export all data emissions into a CSV file")
|
||||
|
||||
|
||||
def main(args):
|
||||
"""
|
||||
The entry point of the application
|
||||
:param args: Command line options
|
||||
:return:
|
||||
"""
|
||||
parser = argparse.ArgumentParser(description="")
|
||||
add_options(parser)
|
||||
args = parser.parse_args(args)
|
||||
|
||||
config = Config()
|
||||
config.import_config_file(args.configfile) # By default the configfile is default_config.json
|
||||
config.init_traci()
|
||||
logger = config.init_logger(save_logs=args.save)
|
||||
csv_export = False
|
||||
|
||||
if args.ref:
|
||||
config.without_actions_mode = True
|
||||
logger.info(f'Reference simulation')
|
||||
|
||||
if args.steps:
|
||||
config.n_steps = args.steps
|
||||
|
||||
if args.gui:
|
||||
config._SUMOCMD = "sumo-gui"
|
||||
|
||||
if args.csv:
|
||||
csv_export = True
|
||||
|
||||
config.check_config()
|
||||
|
||||
logger.info(f'Loaded configuration file : {args.configfile}')
|
||||
logger.info(f'Simulated time : {args.steps}s')
|
||||
run(config, logger, csv_export)
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
main(sys.argv[1:])
|
||||
|
@ -1,13 +1,13 @@
|
||||
{
|
||||
"_SUMOCMD": "sumo",
|
||||
"_SUMOCFG": "simulations/mulhouse_simulation/osm.sumocfg",
|
||||
"_SUMOCFG": "files/simulations/mulhouse_simulation/osm.sumocfg",
|
||||
|
||||
"areas_number": 10,
|
||||
"emissions_threshold": 500000,
|
||||
"n_steps": 200,
|
||||
"window_size":100,
|
||||
|
||||
"without_actions_mode": false,
|
||||
"without_actions_mode": true,
|
||||
|
||||
"limit_speed_mode": true,
|
||||
"speed_rf": 0.1,
|
Before Width: | Height: | Size: 489 KiB After Width: | Height: | Size: 489 KiB |
@ -4,17 +4,17 @@ Created on 17 oct. 2018
|
||||
@author: Axel Huynh-Phuc, Thibaud Gasser
|
||||
"""
|
||||
|
||||
"""
|
||||
This module defines the business model of our application
|
||||
"""
|
||||
|
||||
import collections
|
||||
from traci._trafficlight import Logic as SUMO_Logic
|
||||
from typing import Tuple, Set
|
||||
|
||||
from shapely.geometry import Point, LineString
|
||||
from shapely.geometry import Polygon
|
||||
from shapely.geometry.base import BaseGeometry
|
||||
from traci._trafficlight import Logic as SUMO_Logic
|
||||
|
||||
"""
|
||||
This module defines the business model of our application
|
||||
"""
|
||||
|
||||
|
||||
class Lane:
|
||||
@ -150,7 +150,7 @@ class Emission:
|
||||
|
||||
class Area:
|
||||
"""
|
||||
The Area class defines a grid area of the map
|
||||
The Area class defines a grid area of the simulation map
|
||||
"""
|
||||
|
||||
def __init__(self, coords, name, window_size):
|
||||
|
145
sumo_project/runner.py
Normal file
145
sumo_project/runner.py
Normal file
@ -0,0 +1,145 @@
|
||||
'''
|
||||
Created on 19 janv. 2019
|
||||
|
||||
@author: Admin
|
||||
'''
|
||||
|
||||
import argparse
|
||||
import os
|
||||
import sys
|
||||
import time
|
||||
import traci
|
||||
|
||||
import jsonpickle
|
||||
|
||||
from config import Config
|
||||
from data import Data
|
||||
import emissions
|
||||
from model import Emission
|
||||
|
||||
|
||||
def add_options(parser):
|
||||
"""
|
||||
Add command line options
|
||||
:param parser: The command line parser
|
||||
:return:
|
||||
"""
|
||||
parser.add_argument("-new_dump", "--new_dump", metavar=('config_file', 'dump_name'), nargs=2, type=str,
|
||||
required=False, help='Load an create a new data dump with the configuration file chosen')
|
||||
parser.add_argument("-run", "--run", type=str, required=False,
|
||||
help='Run a simulation with the dump chosen')
|
||||
|
||||
parser.add_argument("-save", "--save", action="store_true",
|
||||
help='Save the logs into the logs folder')
|
||||
parser.add_argument("-csv", "--csv", action="store_true",
|
||||
help="Export all data emissions into a CSV file")
|
||||
|
||||
|
||||
def create_dump(config_file, dump_name):
|
||||
|
||||
config = Config()
|
||||
config.import_config_file(config_file)
|
||||
config.check_config()
|
||||
config.init_traci()
|
||||
|
||||
sumo_binary = os.path.join(os.environ['SUMO_HOME'], 'bin', 'sumo')
|
||||
sumo_cmd = [sumo_binary, "-c", config._SUMOCFG]
|
||||
|
||||
traci.start(sumo_cmd)
|
||||
if not os.path.isfile(f'files/dump/{dump_name}.json'):
|
||||
start = time.perf_counter()
|
||||
data = Data(traci.simulation.getNetBoundary(), config)
|
||||
data.init_grid()
|
||||
data.add_data_to_areas()
|
||||
data.save(dump_name)
|
||||
|
||||
loading_time = round(time.perf_counter() - start, 2)
|
||||
print(f'Data loaded ({loading_time}s)')
|
||||
print(f'Dump {dump_name} created')
|
||||
else:
|
||||
print(f'Dump with name {dump_name} already exist')
|
||||
|
||||
traci.close(False)
|
||||
|
||||
|
||||
def run(data : Data, config : Config, logger):
|
||||
try:
|
||||
traci.start(config.sumo_cmd)
|
||||
|
||||
for area in data.grid:
|
||||
traci.polygon.add(area.name, area.rectangle.exterior.coords, (255, 0, 0)) # Add polygon for UI
|
||||
|
||||
logger.info(f'Loaded simulation file : {config._SUMOCFG}')
|
||||
logger.info('Loading data for the simulation')
|
||||
start = time.perf_counter()
|
||||
|
||||
logger.info('Simulation started...')
|
||||
step = 0
|
||||
while step < config.n_steps:
|
||||
traci.simulationStep()
|
||||
|
||||
vehicles = emissions.get_all_vehicles()
|
||||
emissions.get_emissions(data.grid, vehicles, step, config, logger)
|
||||
step += 1
|
||||
|
||||
print(f'step = {step}/{config.n_steps}', end='\r')
|
||||
|
||||
finally:
|
||||
traci.close(False)
|
||||
|
||||
|
||||
def main(args):
|
||||
"""
|
||||
The entry point of the application
|
||||
:param args: Command line options
|
||||
:return:
|
||||
"""
|
||||
parser = argparse.ArgumentParser()
|
||||
add_options(parser)
|
||||
args = parser.parse_args(args)
|
||||
|
||||
if args.new_dump is not None:
|
||||
create_dump(args.new_dump[0], args.new_dump[1])
|
||||
|
||||
if args.run is not None:
|
||||
dump_path = f'files/dump/{args.run}.json'
|
||||
if os.path.isfile(dump_path):
|
||||
with open(dump_path, 'r') as f:
|
||||
data = jsonpickle.decode(f.read())
|
||||
config = data.config
|
||||
logger = config.init_logger(save_logs=args.save)
|
||||
logger.info(f'Running simulation dump {args.run}...')
|
||||
start = time.perf_counter()
|
||||
run(data, config, logger)
|
||||
|
||||
if args.csv:
|
||||
emissions.export_data_to_csv(config, data.grid)
|
||||
logger.info(f'Exported data into the csv folder')
|
||||
|
||||
simulation_time = round(time.perf_counter() - start, 2)
|
||||
logger.info(f'End of the simulation ({simulation_time}s)')
|
||||
|
||||
# 1 step is equal to one second simulated
|
||||
logger.info(f'Real-time factor : {config.n_steps / simulation_time}')
|
||||
|
||||
total_emissions = Emission()
|
||||
for area in data.grid:
|
||||
total_emissions += area.sum_all_emissions()
|
||||
|
||||
logger.info(f'Total emissions = {total_emissions.value()} mg')
|
||||
|
||||
if not config.without_actions_mode: # If it's not a simulation without actions
|
||||
ref = config.get_ref_emissions()
|
||||
if not (ref is None): # If a reference value exist (add yours into config.py)
|
||||
global_diff = (ref.value() - total_emissions.value()) / ref.value()
|
||||
|
||||
logger.info(f'Global reduction percentage of emissions = {global_diff * 100} %')
|
||||
logger.info(f'-> CO2 emissions = {emissions.get_reduction_percentage(ref.co2, total_emissions.co2)} %')
|
||||
logger.info(f'-> CO emissions = {emissions.get_reduction_percentage(ref.co, total_emissions.co)} %')
|
||||
logger.info(f'-> Nox emissions = {emissions.get_reduction_percentage(ref.nox, total_emissions.nox)} %')
|
||||
logger.info(f'-> HC emissions = {emissions.get_reduction_percentage(ref.hc, total_emissions.hc)} %')
|
||||
logger.info(f'-> PMx emissions = {emissions.get_reduction_percentage(ref.pmx, total_emissions.pmx)} %')
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
main(sys.argv[1:])
|
Loading…
Reference in New Issue
Block a user