StateSpace = DiscreteSpace(breakpoints=state_breakpoints)
n_actions = 4
n_states = StateSpace.space_dim
# TabQ Learning Parameters
learning_rate = 1 # Structural parameter
gamma = 0.5 # Structural parameter
TQL = TabularQLearning(lr=learning_rate,
gamma=gamma,
action_space_shape=n_actions,
state_space_shape=n_states)
pyEp.set_eplus_dir("C:\\EnergyPlusV9-2-0")
directory = os.path.dirname(os.path.realpath(__file__))
path_to_buildings = os.path.join(directory)
# 'C:\\Users\\SilvioBrandi\\Desktop'
builder = pyEp.socket_builder(path_to_buildings)
configs = builder.build() # Configs is [port, building_folder_path, idf]
weather_file = 'GBR_London.Gatwick.037760_IWEC'
ep = pyEp.ep_process('localhost', configs[0][0], configs[0][1], weather_file)
# Cosimulation
outputs = []
EPTimeStep = 1
SimDays = 365
def run(path, mapping_path, server, eplus_config, default):
with open(mapping_path, 'r') as f:
s = f.read()
mapping = json.loads(s)
opc = OpenOPC.open_client()
opc.connect(server)
print("Connected to: " + server)
#Default EnergyPlus Version to 8-4-0
pyEp.set_eplus_dir(default)
path_to_buildings = path
buildings = []
command = ""
prev_command = ""
while True:
command, _, _ = opc_read('EPSimServer.EnergyPlus.Status', opc)
command = int(command)
print(command)
if command is not prev_command:
if command is 0: #setup
print("Setup")
builder = pyEp.socket_builder(path_to_buildings)
configs = builder.build() #[port, building_folder_path, idf]
#Setup EnergyPlus instances for each building
for config in configs:
building_path = config[1]
building_name = os.path.normpath(building_path).split(
os.sep)[-1]
print(building_name)
#Set weather file and EnergyPlus version
weather_file = eplus_config[building_name][0]
eplus_path = None
print(weather_file)
if len(eplus_config[building_name]
) > 1 and eplus_config[building_name][1] is not '':
eplus_path = eplus_config[building_name][1]
print(eplus_path)
ep = pyEp.ep_process('localhost', config[0], building_path,
weather_file, eplus_path)
output = find_output_group(building_name, mapping)
output_rdy = find_output_rdy(building_name, mapping)
input = find_input_group(building_name, mapping)
input_rdy = find_input_rdy(building_name, mapping)
ts = find_ts_tag(building_name, mapping)
buildings.append(
Building(building_name, ep, output, input, input_rdy,
output_rdy, ts))
opc.write((ts, 0))
opc.write((input_rdy, 0))
opc.write((output_rdy, 0))
print("E+ Iniitalized, Waiting for Start Signal")
elif command is 2:
print("EnergyPlus Simulation finished")
elif command is 3: #reset
print("Reset")
for building in buildings:
building.ep.close()
delay.sleep(1)
buildings = []
delay.sleep(1)
elif command is 4: #close
print("Closing")
for building in buildings:
building.ep.close()
opc.remove(opc.groups())
opc.close()
break
sys.exit(0)
elif command is 1:
for building in buildings:
building_name = building.name
ep = building.ep
input_group = building.input_group #OPC group for easy reading from tags
output_rdy = building.output_rdy
input_rdy = building.input_rdy
timestep_tag = building.timestep
print(building_name)
outputs = ep.decode_packet_simple(ep.read())
print("Writing Outputs")
output_mapping = map_outputs(
building_name, outputs,
mapping) # Mapping is in (k, v) of TagNames, Value
for tag, value in output_mapping:
opc.write((tag, value))
#Notify controller that outputs are ready
opc.write((output_rdy, 1))
print("Waiting for new inputs")
#Wait for controller to write new inputs
inputs_ready = int(opc_read(input_rdy, opc)[0])
while inputs_ready is not 1:
inputs_ready = int(opc_read(input_rdy, opc)[0])
temp_command, _, _ = opc_read(
'EPSimServer.EnergyPlus.Status', opc)
temp_command = int(temp_command)
if temp_command is not command:
print("Got Interrupt")
break
print("Sending inputs to EnergyPlus")
inputs = opc_read(input_group,
opc) # [(name, value, status, time)]
#print(inputs)
setpoints = [sp for (_, sp, _, _) in inputs]
input_mapping = map_inputs(
building_name, inputs, mapping
) #input_mapping is a list of the values of the tags, in order
time, _, _ = opc_read(timestep_tag, opc)
encoded_packet = ep.encode_packet_simple(input_mapping, time)
ep.write(encoded_packet)
inputs_ready = opc.write((input_rdy, 0))
prev_command = command
import pyEp
import os
import matplotlib.pyplot as plt
pyEp.set_eplus_dir("C:\\EnergyPlusV8-1-0")
path_to_buildings = os.path.join(os.getcwd(), 'pyEp', 'example_buildings')
builder = pyEp.socket_builder(path_to_buildings)
configs = builder.build() # Configs is [port, building_folder_path, idf]
weather_file = 'SPtMasterTable_587017_2012_amy'
ep = pyEp.ep_process('localhost', configs[0][0], configs[0][1], weather_file)
# Cosimulation
outputs = []
EPTimeStep = 12
SimDays = 1
kStep = 0
MAXSTEPS = int(
SimDays * 24 * EPTimeStep) + 1 #289 Iterations, 288 for 1 day + 1
deltaT = (60 / EPTimeStep) * 60
print("Running Cosimulation with Total Steps " + str(MAXSTEPS))
while kStep < MAXSTEPS:
time = (kStep - 1) * deltaT
dayTime = time % 86400
if dayTime == 0: