def preproccessing(locator, total_demand, building_names, weather_file, gv):
# read weather and calculate ground temperature
T_ambient = epwreader.epw_reader(weather_file)['drybulb_C']
gv.ground_temperature = geothermal.calc_ground_temperature(T_ambient.values, gv)
print "Run substation model for each building separately"
subsM.subsMain(locator, total_demand, building_names, gv, Flag = True) # 1 if disconected buildings are calculated
print "Heating operation pattern for disconnected buildings"
dbM.discBuildOp(locator, building_names, gv)
print "Create network file with all buildings connected"
nM.Network_Summary(locator, total_demand, building_names, gv, "all") #"_all" key for all buildings
print "Solar features extraction"
solarFeat = sFn.solarRead(locator, gv)
print "electricity"
elecCosts, elecCO2, elecPrim = electricity.calc_pareto_electricity(locator, gv)
print "Process Heat "
hpCosts, hpCO2, hpPrim = hpMain.calc_pareto_Qhp(locator, total_demand, gv)
extraCosts = elecCosts + hpCosts
extraCO2 = elecCO2 + hpCO2
extraPrim = elecPrim + hpPrim
return extraCosts, extraCO2, extraPrim, solarFeat
def preproccessing(locator, total_demand, building_names, weather_file, gv):
# read weather and calculate ground temperature
T_ambient = epwreader.epw_reader(weather_file)['drybulb_C']
gv.ground_temperature = geothermal.calc_ground_temperature(
T_ambient.values, gv)
print "Run substation model for each building separately"
subsM.subsMain(locator, total_demand, building_names, gv,
Flag=True) # 1 if disconected buildings are calculated
print "Heating operation pattern for disconnected buildings"
dbM.discBuildOp(locator, building_names, gv)
print "Create network file with all buildings connected"
nM.Network_Summary(locator, total_demand, building_names, gv,
"all") #"_all" key for all buildings
print "Solar features extraction"
solarFeat = sFn.solarRead(locator, gv)
print "electricity"
elecCosts, elecCO2, elecPrim = electricity.calc_pareto_electricity(
locator, gv)
print "Process Heat "
hpCosts, hpCO2, hpPrim = hpMain.calc_pareto_Qhp(locator, total_demand, gv)
extraCosts = elecCosts + hpCosts
extraCO2 = elecCO2 + hpCO2
extraPrim = elecPrim + hpPrim
return extraCosts, extraCO2, extraPrim, solarFeat
def checkNtw(individual, ntwList, locator, gv):
"""
Calls the network routine if necessary
Parameters
----------
individual : list
configuration considered
ntwList : list
list of DHN configuration previously encountered in the EA
locator : string
path to folders
"""
indCombi = sFn.readCombi(individual, gv)
print(indCombi)
if not (indCombi in ntwList) and indCombi.count("1") > 0:
ntwList.append(indCombi)
if indCombi.count("1") == 1:
total_demand = pd.read_csv(locator.pathNtwRes + "//" + "Total_" +
indCombi + ".csv")
building_names = total_demand.Name.values
print "Direct launch of network summary routine for", indCombi
nM.Network_Summary(locator, total_demand, building_names, gv,
indCombi)
else:
total_demand = sFn.createTotalNtwCsv(indCombi, locator)
building_names = total_demand.Name.values
# Run the substation and network routines
print "Re-run the substation routine for new network configuration", indCombi
sMain.subsMain(locator, total_demand, building_names, gv, indCombi)
print "Launch network summary routine"
nM.Network_Summary(locator, total_demand, building_names, gv,
indCombi)
def checkNtw(individual, ntwList, locator, gv):
"""
Calls the network routine if necessary
Parameters
----------
individual : list
configuration considered
ntwList : list
list of DHN configuration previously encountered in the EA
locator : string
path to folders
"""
indCombi = sFn.readCombi(individual, gv)
print(indCombi)
if not (indCombi in ntwList) and indCombi.count("1") > 0:
ntwList.append(indCombi)
if indCombi.count("1") == 1:
total_demand = pd.read_csv(locator.pathNtwRes + "//" + "Total_" + indCombi + ".csv")
building_names = total_demand.Name.values
print "Direct launch of network summary routine for", indCombi
nM.Network_Summary(locator, total_demand, building_names, gv, indCombi)
else:
total_demand = sFn.createTotalNtwCsv(indCombi, locator)
building_names = total_demand.Name.values
# Run the substation and network routines
print "Re-run the substation routine for new network configuration", indCombi
sMain.subsMain(locator, total_demand, building_names, gv, indCombi)
print "Launch network summary routine"
nM.Network_Summary(locator, total_demand, building_names, gv, indCombi)
