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Copy pathVesta_to_ESDL_PerPlanRegio.py
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Vesta_to_ESDL_PerPlanRegio.py
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from pyecore.resources import ResourceSet, URI
from StringURI import StringURI
from esdl.esdl import *
import esdl
from xmlresource import XMLResource
import datetime
import uuid
import csv
import os
# import pandas
from MondaineHub import MondaineHub
mh = MondaineHub('jclaassens@objectvision.nl')
from datetime import date
today = date.today()
str_date = str(today)
def attr_to_dict(eobj):
d = dict()
d['eClass'] = eobj.eClass.__name__
for attr in dir(eobj):
attr_value = eobj.eGet(attr)
if attr_value is not None:
d[attr] = eobj.eGet(attr)
return d
woning_keuzes = ['woning_a02_aansl_groengas', 'woning_a04_aansl_gasketel', 'woning_a05_aansl_ewp_lucht', 'woning_a06_aansl_ewp_bodem', 'woning_a07_aansl_rest70_collggheater', 'woning_a08_aansl_geo70_collggheater', 'woning_a09_aansl_rest30_ewplucht', 'woning_a10_aansl_rest30_collewp70', 'woning_a11_aansl_wko15_collewp70', 'woning_a12_aansl_wko15_collewp50_bewp', 'woning_a13_aansl_wko15_teo15_collewp70', 'woning_a14_aansl_hwp', 'woning_a15_aansl_h2wp', 'woning_a16_aansl_h2r']
util_keuzes = ['util_a02_aansl_groengas', 'util_a04_aansl_gasketel', 'util_a05_aansl_ewp_lucht', 'util_a06_aansl_ewp_bodem', 'util_a07_aansl_rest70_collggheater', 'util_a08_aansl_geo70_collggheater', 'util_a09_aansl_rest30_ewplucht', 'util_a10_aansl_rest30_collewp70', 'util_a11_aansl_wko15_collewp70', 'util_a12_aansl_wko15_collewp50_bewp', 'util_a13_aansl_wko15_teo15_collewp70', 'util_a14_aansl_hwp', 'util_a15_aansl_h2wp', 'util_a16_aansl_h2r']
# bron1, ,bron2 ,coll conv , indiv conv ,gastype ,indiv conn
scenario_elementenlijst = {
"StartJaar" : ["" ,"" ,"" ,"g_heater" ,"" ,"g_con"] ## gas hr + evt restwarmte
,"S0_Referentie" : ["" ,"" ,"" ,"g_heater" ,"" ,"g_con"] ## gas hr + evt restwarmte
,"S1a_B_LuchtWP" : ["h_air_15" ,"h_soil_15" ,"" ,"eWP_lucht" ,"" ,""] ##combiwarmtepomp
,"S1b_B_BodemWP" : ["h_soil_15" ,"h_air_15" ,"" ,"eWP_bodem" ,"" ,""] ##combiwarmtepomp
,"S2a_B_Restwarmte" : ["h_rest_mt" ,"h_air_15" ,"coll_g_heater" ,"" ,"groengas" ,"mt_con"] ##MT restwarmte(70) + collHWK(70) op GG voor piek
,"S2b_B_Geo_contour" : ["h_geo_mt" ,"h_air_15" ,"coll_g_heater" ,"" ,"groengas" ,"mt_con"] ##MT Geothermie(70) + collHWK(70) op GG voor piek
,"S2c_B_Geo_overal" : ["h_geo_mt" ,"h_air_15" ,"coll_g_heater" ,"" ,"groengas" ,"mt_con"] ##MT Geothermie(70) + collHWK(70) op GG voor piek
,"S2d_D_Restwarmte" : ["h_rest_mt" ,"h_air_15" ,"coll_g_heater" ,"" ,"groengas" ,"mt_con"] ##MT restwarmte(70) + collHWK(70) op GG voor piek
,"S2e_D_Geo_contour" : ["h_geo_mt" ,"h_air_15" ,"coll_g_heater" ,"" ,"groengas" ,"mt_con"] ##MT Geothermie(70) + collHWK(70) op GG voor piek
,"S2f_D_Geo_overal" : ["h_geo_mt" ,"h_air_15" ,"coll_g_heater" ,"" ,"groengas" ,"mt_con"] ##MT Geothermie(70) + collHWK(70) op GG voor piek
,"S3a_B_LT30_30" : ["h_rest_lt" ,"h_air_15" ,"" ,"eWP_lucht" ,"" ,"lt_con"] ##LTRestwarmte(30) + lucht + indiv. combiwartmepomp ## lt rest(30) + eWP lucht
,"S3b_B_LT30_70" : ["h_rest_lt" ,"h_air_15" ,"coll_eWP_lt_mt" ,"" ,"" ,"mt_con"] ##LTRestwarmte(30) + lucht + collWP(70) ## lt rest(30) coll tot 70
,"S3c_B_BuurtWKO" : ["h_wko_15" ,"h_air_15" ,"coll_eWP_lt_mt" ,"" ,"" ,"mt_con"] ##WKO(15) + lucht + collWP(70) ## lt WKO(15) coll tot 70
,"S3d_B_WKO" : ["h_wko_15" ,"h_air_15" ,"coll_eWP_lt_mt" ,"boosterWP" ,"" ,"mt_con"] ##WKO(15) + lucht + collWP(50) + indiv.booster ## lt WKO(15) coll tot 50 + beWP
,"S3e_B_TEO" : ["h_wko_15" ,"h_surfwater_15" ,"coll_eWP_lt_mt" ,"h_air_15" ,"" ,"mt_con"] ##WKO(15) + lucht + TEO + collWP(70) ## lt WKO(15) + TEO(15) coll tot 70
,"S3f_D_LT30_70" : ["h_rest_lt" ,"h_air_15" ,"coll_eWP_lt_mt" ,"" ,"" ,"mt_con"] ##LTRestwarmte(30) + lucht + collWP(70) ## lt rest(30) coll tot 70
,"S3g_D_BuurtWKO" : ["h_wko_15" ,"h_air_15" ,"coll_eWP_lt_mt" ,"" ,"" ,"mt_con"] ##WKO(15) + lucht + collWP(70) ## lt WKO(15) coll tot 70
,"S3h_D_TEO" : ["h_wko_15" ,"h_surfwater_15" ,"coll_eWP_lt_mt" ,"h_air_15" ,"" ,"mt_con"] ##WKO(15) + lucht + TEO + collWP(70) ## lt WKO(15) + TEO(15) coll tot 70
,"S4a_GG_B_hWP" : ["" ,"h_air_15" ,"" ,"hWP_lucht" ,"groengas" ,"g_con"] ##hWPlucht/gg
,"S4b_GG_B_HR" : ["" ,"" ,"" ,"g_heater" ,"groengas" ,"g_con"] ##HR-GG
,"S4c_GG_D_hWP" : ["" ,"h_air_15" ,"" ,"hWP_lucht" ,"groengas" ,"g_con"] ##hWPlucht/gg
,"S4d_GG_D_HR" : ["" ,"" ,"" ,"g_heater" ,"groengas" ,"g_con"] ##HR-GG
,"S5a_H2_B_hWP" : ["" ,"h_air_15" ,"" ,"h2WP_lucht" ,"waterstof" ,"h2_con"] ##h2WP lucht
,"S5b_H2_B_HR" : ["" ,"" ,"" ,"g_heater" ,"waterstof" ,"h2_con"] ##h2r
,"S5c_H2_D_hWP" : ["" ,"h_air_15" ,"" ,"h2WP_lucht" ,"waterstof" ,"h2_con"] ##h2WP lucht
,"S5d_H2_D_HR" : ["" ,"" ,"" ,"g_heater" ,"waterstof" ,"h2_con"] ##h2r
}
def str2float(string):
"""
Try to convert a string to a float. For all invalid strings, 0.0 is returned
:param string: the string that contains the number to be converted
:return: float that represents the number in the string, 0.0 if any invalid string was given
"""
try:
return float(string)
except:
return 0.0
# def MakeESDL(RegioNaam, StrategieNaam, TijdstapNaam, vesta_output_csv_list, warmtebronnen_csv, actions):
def MakeESDL(RegioNaam, StrategieNaam, TijdstapNaam, vesta_output_csv_list, warmtebronnen_csv, actions, ScenarioNaam):
# create a resourceSet that hold the contents of the esdl.ecore model and the instances we use/create
rset = ResourceSet()
# register the metamodel (available in the generated files)
rset.metamodel_registry[esdl.nsURI] = esdl
# Assign files with the .esdl extension to the XMLResource instead of default XMI
rset.resource_factory['esdl'] = lambda uri: XMLResource(uri) # we register the factory for '.esdl' extension and XML serialization
if isinstance(StrategieNaam, list):
es_name = ScenarioNaam + '_' + RegioNaam
else:
es_name = StrategieNaam+'_'+RegioNaam
# Create a new EnergySystem
es = EnergySystem(id=str(uuid.uuid4()), name=es_name)
instance = Instance(id=str(uuid.uuid4()), name=TijdstapNaam)
# AbstractInstanceDate = InstanceDate.date(2020)
RawDate = TijdstapNaam[1:]
instance.date = InstanceDate(date=EDate.from_string(RawDate+"-01-01"))
instance.aggrType = AggrTypeEnum.PER_COMMODITY
es.instance.append(instance)
es.instance[0].area = Area(id=RegioNaam, name=RegioNaam)
esi = EnergySystemInformation(id=str(uuid.uuid4()))
qau = QuantityAndUnits(id=str(uuid.uuid4()))
es.energySystemInformation = esi
esi.quantityAndUnits = qau
qau_energy_MJ_yr = QuantityAndUnitType(id="energy_MJ_yr", physicalQuantity="ENERGY", unit="JOULE", multiplier="MEGA", perTimeUnit="YEAR")
qau_energy_GJ_yr = QuantityAndUnitType(id="energy_GJ_yr", physicalQuantity="ENERGY", unit="JOULE", multiplier="GIGA", perTimeUnit="YEAR")
qau_energy_TJ_yr = QuantityAndUnitType(id="energy_TJ_yr", physicalQuantity="ENERGY", unit="JOULE", multiplier="TERRA", perTimeUnit="YEAR")
qau_energy_kW = QuantityAndUnitType(id="energy_kW" , physicalQuantity="ENERGY", unit="WATT", multiplier="KILO")
qau_cost_EURO_yr = QuantityAndUnitType(id="cost_EURO_yr", physicalQuantity="COST", unit="EURO", multiplier="NONE", perTimeUnit="YEAR")
qau_energy_GJ_yr_ha = QuantityAndUnitType(id="energy_GJ_yr_ha", physicalQuantity="ENERGY", unit="JOULE", perUnit="HECTARE", multiplier="GIGA", perTimeUnit="YEAR")
qau_energy_TJ_yr_ha = QuantityAndUnitType(id="energy_TJ_yr_ha", physicalQuantity="ENERGY", unit="JOULE", perUnit="HECTARE", multiplier="TERRA", perTimeUnit="YEAR")
qau_cost_EURO_TON = QuantityAndUnitType(id="cost_EURO_TON", physicalQuantity="COST", unit="EURO", perUnit="GRAM", perMultiplier="MEGA")
qau_emission_TON_yr = QuantityAndUnitType(id="emission_TON_yr", physicalQuantity="EMISSION", unit="GRAM", multiplier="MEGA", perTimeUnit="YEAR")
qau.quantityAndUnit.append(qau_energy_GJ_yr)
qau.quantityAndUnit.append(qau_cost_EURO_yr)
qau.quantityAndUnit.append(qau_energy_GJ_yr_ha)
qau.quantityAndUnit.append(qau_cost_EURO_TON)
qau.quantityAndUnit.append(qau_emission_TON_yr)
# =============================================================================
# ------------------------------WARMTEBRONNEN----------------------------------
# =============================================================================
if not os.path.exists(warmtebronnen_csv):
print("========= WARNING: {} does not exist! Skipping...".format(warmtebronnen_csv))
else:
with open(warmtebronnen_csv, newline='') as csvfile:
csvfile = (line.lower() for line in csvfile)
reader = csv.reader(csvfile, delimiter=';')
column_names = next(reader)
# print(column_names)
for row in reader:
# if float(row[column_names.index('capaciteit_benuttingsfactor')]) > 0:
bron_naam = row[column_names.index('bron_naam')]
x = float(row[column_names.index('x_coord')])
y = float(row[column_names.index('y_coord')])
mwth_max = float(row[column_names.index('mwth_max')])
cap_benutting = float(row[column_names.index('capaciteit_benuttingsfactor')])
cap_verbruik_yr = mwth_max * 3600.0 * 24.0 * 365.0 * cap_benutting
locatie = esdl.Point(lat=y, lon=x, CRS="WGS84")
ingebruik = EDate.from_string(row[column_names.index('ingebruik')]+'-01-01') # Assume 1st of January
uitgebruik = EDate.from_string(row[column_names.index('uitgebruik')]+'-01-01') # Assume 1st of January
if float(row[column_names.index('capaciteit_benuttingsfactor')]) > 0:
lt_rhs = esdl.ResidualHeatSource(
id=str(uuid.uuid4()),
name=bron_naam,
power=mwth_max,
commissioningDate=ingebruik,
decommissioningDate=uitgebruik
)
lt_rhs.geometry = locatie
lt_rhs_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
lt_rhs_sv = SingleValue(id=str(uuid.uuid4()), value=cap_verbruik_yr)
lt_rhs_sv.profileQuantityAndUnit = QuantityAndUnitReference(reference=qau_energy_MJ_yr)
lt_rhs_op.profile.append(lt_rhs_sv)
lt_rhs.port.append(lt_rhs_op)
capaciteit_benuttingsfactor = DoubleKPI(id=str(uuid.uuid4()),name='benuttingsfactor',value=cap_benutting) # Percentage van vermogen van de bron die benut wordt in strategie
bron_vol = DoubleKPI(id=str(uuid.uuid4()),name='bron_vol',value=float(row[column_names.index('bron_vol')])) # Fractie van het energieverbruik dat door bijstook geleverd wordt
bron_cap = DoubleKPI(id=str(uuid.uuid4()),name='bron_cap',value=float(row[column_names.index('bron_cap')])) # Fractie van de vermogenscapaciteit wat door bijstook kan worden gegenereerd (dus tijdens piekmomenten)
T_bron = DoubleKPI(id=str(uuid.uuid4()),name='T_bron',value=float(row[column_names.index('t_bron')]))
Ki_kW_min = DoubleKPI(id=str(uuid.uuid4()),name='Ki_kW_min',value=float(row[column_names.index('ki_kw_min')])) # Ondergrens van de bandbreedte van de investeringkosten per kW van de beschikbaar te stellen vermogenscapaciteit
Ki_kW_max = DoubleKPI(id=str(uuid.uuid4()),name='Ki_kW_max',value=float(row[column_names.index('ki_kw_max')])) # Bovengrens van de bandbreedte van de investeringkosten per kW van de beschikbaar te stellen vermogenscapaciteit
K_GJ = DoubleKPI(id=str(uuid.uuid4()),name='K_GJ',value=str2float(row[column_names.index('k_gj')])) # Kosten van verbruik
kpis = KPIs(id=str(uuid.uuid4()))
kpis.kpi.append(capaciteit_benuttingsfactor)
# kpis.kpi.append(label)
# kpis.kpi.append(categorie_rel)
# kpis.kpi.append(mwth_max)
kpis.kpi.append(bron_vol)
kpis.kpi.append(bron_cap)
kpis.kpi.append(T_bron)
# kpis.kpi.append(P_ow_max)
kpis.kpi.append(Ki_kW_min)
kpis.kpi.append(Ki_kW_max)
kpis.kpi.append(K_GJ)
# asset.costinformation.append(costinfo)
lt_rhs.KPIs = kpis
instance.area.asset.append(lt_rhs)
if float(row[column_names.index('capaciteit_benuttingsfactor')]) == 0:
lt_rhsp = esdl.ResidualHeatSourcePotential(
id=str(uuid.uuid4()),
name=bron_naam
)
lt_rhsp.geometry = locatie
capaciteit_benuttingsfactor = DoubleKPI(id=str(uuid.uuid4()),name='benuttingsfactor',value=cap_benutting)
# label = StringKPI(id=str(uuid.uuid4()),name='label',value=row[column_names.index('label')])
ingebruik = DoubleKPI(id=str(uuid.uuid4()),name='ingebruik',value=float(row[column_names.index('ingebruik')]))
uitgebruik = DoubleKPI(id=str(uuid.uuid4()),name='uitgebruik',value=float(row[column_names.index('uitgebruik')]))
# categorie_rel = DoubleKPI(id=str(uuid.uuid4()),name='categorie_rel',value=float(row[column_names.index('categorie_rel')]))
mwth_max = DoubleKPI(id=str(uuid.uuid4()),name='mwth_max',value=mwth_max)
bron_vol = DoubleKPI(id=str(uuid.uuid4()),name='bron_vol',value=float(row[column_names.index('bron_vol')]))
bron_cap = DoubleKPI(id=str(uuid.uuid4()),name='bron_cap',value=float(row[column_names.index('bron_cap')]))
T_bron = DoubleKPI(id=str(uuid.uuid4()),name='T_bron',value=float(row[column_names.index('t_bron')]))
# P_ow_max = DoubleKPI(id=str(uuid.uuid4()),name='P_ow_max',value=float(row[column_names.index('p_ow_max')]))
Ki_kW_min = DoubleKPI(id=str(uuid.uuid4()),name='Ki_kW_min',value=float(row[column_names.index('ki_kw_min')]))
Ki_kW_max = DoubleKPI(id=str(uuid.uuid4()),name='Ki_kW_max',value=float(row[column_names.index('ki_kw_max')]))
K_GJ = DoubleKPI(id=str(uuid.uuid4()),name='K_GJ',value=str2float(row[column_names.index('k_gj')]))
kpis = KPIs(id=str(uuid.uuid4()))
kpis.kpi.append(capaciteit_benuttingsfactor)
# kpis.kpi.append(label)
kpis.kpi.append(ingebruik)
kpis.kpi.append(uitgebruik)
# kpis.kpi.append(categorie_rel)
kpis.kpi.append(mwth_max)
kpis.kpi.append(bron_vol)
kpis.kpi.append(bron_cap)
kpis.kpi.append(T_bron)
# kpis.kpi.append(P_ow_max)
kpis.kpi.append(Ki_kW_min)
kpis.kpi.append(Ki_kW_max)
kpis.kpi.append(K_GJ)
lt_rhsp.KPIs = kpis
instance.area.potential.append(lt_rhsp)
# =============================================================================
# ------------------------------ENGERGYSYSTEM----------------------------------
# =============================================================================
# =============================================================================
# ------------------------------NETWORK----------------------------------------
# =============================================================================
g_network = GasNetwork(id=str(uuid.uuid4()), name="Gas_network", aggregated = True)
g_network_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
g_network_ip = InPort(id=str(uuid.uuid4()), name="InPort")
g_network.port.append(g_network_op)
es.instance[0].area.asset.append(g_network)
h2_network = GasNetwork(id=str(uuid.uuid4()), name="Waterstof_network", aggregated = True)
h2_network_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
h2_network_ip = InPort(id=str(uuid.uuid4()), name="InPort")
h2_network.port.append(h2_network_op)
es.instance[0].area.asset.append(h2_network)
h_lt_network = HeatNetwork(id=str(uuid.uuid4()), name="Heating_LT_network", aggregated = True)
h_lt_network_ip = InPort(id=str(uuid.uuid4()), name="InPort")
h_lt_network_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
h_lt_network.port.append(h_lt_network_ip)
h_lt_network.port.append(h_lt_network_op)
es.instance[0].area.asset.append(h_lt_network)
h_mt_network = HeatNetwork(id=str(uuid.uuid4()), name="Heating_MT_network", aggregated = True)
h_mt_network_ip = InPort(id=str(uuid.uuid4()), name="InPort")
h_mt_network_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
h_mt_network.port.append(h_mt_network_ip)
h_mt_network.port.append(h_mt_network_op)
es.instance[0].area.asset.append(h_mt_network)
e_network = ElectricityNetwork(id=str(uuid.uuid4()), name="Electricity_network", aggregated = True)
e_network_ip = InPort(id=str(uuid.uuid4()), name="InPort")
e_network_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
e_network.port.append(e_network_op)
e_network.port.append(e_network_ip)
es.instance[0].area.asset.append(e_network)
totaal_naturalgas = 0
totaal_greengas = 0
# Verzamelen alle info over KPI nationale meerkosten over alle voor nu relevante strategieën
nat_meerkosten_dict = dict()
for vesta_output_csv in vesta_output_csv_list:
if not os.path.exists(vesta_output_csv):
print("========= ERROR: {} does not exist! Skipping....".format(vesta_output_csv))
return
nat_meerkosten_dict[vesta_output_csv] = dict()
with open(vesta_output_csv, newline='') as csvfile:
csvfile = (line.lower() for line in csvfile)
reader = csv.reader(csvfile, delimiter=';')
column_names = next(reader)
# print(column_names)
for row in reader:
bu_code = row[column_names.index('bu_code')]
bu_code.replace('\'', '') # remove quotes from bu_code
nat_meerkosten = float(row[column_names.index('h16_nat_meerkost')])
nat_meerkosten_dict[vesta_output_csv][bu_code] = nat_meerkosten
# print(nat_meerkosten_dict)
# Bepalen strategie met laagste kosten
laagste_nat_meerkosten = dict()
for csv_key in nat_meerkosten_dict:
# print(nat_meerkosten_dict[csv_key])
for bu_key in nat_meerkosten_dict[csv_key]:
if (not bu_key in laagste_nat_meerkosten) or laagste_nat_meerkosten[bu_key]['waarde'] > nat_meerkosten_dict[csv_key][bu_key]:
laagste_nat_meerkosten[bu_key] = {
'waarde': nat_meerkosten_dict[csv_key][bu_key],
'strategie': csv_key
}
# print(laagste_nat_meerkosten[bu_key])
# print(laagste_nat_meerkosten)
tot_nat_meerkosten = 0
tot_warmtevraag = 0
tot_co2_uitstoot = 0
for vesta_output_csv in vesta_output_csv_list:
if not os.path.exists(vesta_output_csv):
print("========= ERROR: {} does not exist! Skipping....".format(vesta_output_csv))
return
with open(vesta_output_csv, newline='') as csvfile:
csvfile = (line.lower() for line in csvfile)
reader = csv.reader(csvfile, delimiter=';')
column_names = next(reader)
# print(column_names)
for row in reader:
bu_code = row[column_names.index('bu_code')]
bu_code.replace('\'', '') # remove quotes from bu_code
# In de dictionary laagste_nat_meerkosten staat per buurt_code in het veld:
# - strategy: welke csv filenaam de laagste kosten bevat
# - waarde: hoe laag de laagste kosten dan zijn
if laagste_nat_meerkosten[bu_code]['strategie'] != vesta_output_csv:
# Kennelijk is er een andere csv_file uit de lijst waar voor deze buurt lagere nationale meerkosten
# te vinden zijn. Hier slaan we dus deze buurt over.
continue
if isinstance(StrategieNaam, list):
for sn in StrategieNaam:
if sn in vesta_output_csv:
strat_name = sn
break
else:
strat_name = StrategieNaam
# print("{}: {}".format(bu_code, strat_name))
area = Area(id=bu_code, scope="NEIGHBOURHOOD")
area_list = row[column_names.index('bu_code')]
woning_input_naturalgas = float(row[column_names.index('woning_h09_input_aardgas')])
woning_input_greengas = float(row[column_names.index('woning_h10_input_duurzaamgas')])
woning_input_electricity = float(row[column_names.index('woning_h11_input_elektriciteit')])
woning_input_MT = float(row[column_names.index('woning_h12_input_mtwarmte')])
woning_input_LT = float(row[column_names.index('woning_h13_input_ltwarmte')])
woning_input_gas = woning_input_naturalgas + woning_input_greengas
woning_HasColl_g_heater = float(row[column_names.index('woning_a07_aansl_rest70_collggheater')]) > 0 or float(row[column_names.index('woning_a08_aansl_geo70_collggheater')]) > 0
woning_HasColl_eWP = float(row[column_names.index('woning_a10_aansl_rest30_collewp70')]) > 0 or float(row[column_names.index('woning_a11_aansl_wko15_collewp70')]) > 0 or float(row[column_names.index('woning_a12_aansl_wko15_collewp50_bewp')]) > 0 or float(row[column_names.index('woning_a13_aansl_wko15_teo15_collewp70')]) > 0
util_input_naturalgas = float(row[column_names.index('util_h09_input_aardgas')])
util_input_greengas = float(row[column_names.index('util_h10_input_duurzaamgas')])
util_input_electricity = float(row[column_names.index('util_h11_input_elektriciteit')])
util_input_MT = float(row[column_names.index('util_h12_input_mtwarmte')])
util_input_LT = float(row[column_names.index('util_h13_input_ltwarmte')])
util_input_gas = util_input_naturalgas + util_input_greengas
util_HasColl_g_heater = float(row[column_names.index('util_a07_aansl_rest70_collggheater')]) > 0 or float(row[column_names.index('util_a08_aansl_geo70_collggheater')]) > 0
util_HasColl_eWP = float(row[column_names.index('util_a10_aansl_rest30_collewp70')]) > 0 or float(row[column_names.index('util_a11_aansl_wko15_collewp70')]) > 0 or float(row[column_names.index('util_a12_aansl_wko15_collewp50_bewp')]) > 0 or float(row[column_names.index('util_a13_aansl_wko15_teo15_collewp70')]) > 0
totaal_naturalgas += woning_input_naturalgas + util_input_naturalgas
totaal_greengas += woning_input_greengas + util_input_greengas
wu_input_naturalgas = woning_input_naturalgas + util_input_naturalgas
wu_input_greengas = woning_input_greengas + util_input_greengas
wu_input_electricity = woning_input_electricity + util_input_electricity
wu_input_MT = woning_input_MT + util_input_MT
wu_input_LT = woning_input_LT + util_input_LT
wu_input_gas = woning_input_gas + util_input_gas
# =============================================================================
# ------------------------------SOURCES----------------------------------------
# =============================================================================
if "h_surfwater_15" in scenario_elementenlijst[strat_name]:
h_surfwater_15 = ResidualHeatSource(id=str(uuid.uuid4()), name="h_surfwater_15", aggregated = True, prodType=RenewableTypeEnum.RENEWABLE)
h_surfwater_15_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
h_surfwater_15_op.connectedTo.append(h_lt_network_ip)
h_surfwater_15.port.append(h_surfwater_15_op)
area.asset.append(h_surfwater_15)
if "h_air_15" in scenario_elementenlijst[strat_name]:
h_air_15 = ResidualHeatSource(id=str(uuid.uuid4()), name="h_air_15", aggregated = True, prodType=RenewableTypeEnum.RENEWABLE)
h_air_15_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
h_air_15_op.connectedTo.append(h_lt_network_ip)
h_air_15.port.append(h_air_15_op)
area.asset.append(h_air_15)
if "h_soil_15" in scenario_elementenlijst[strat_name]:
h_soil_15 = ResidualHeatSource(id=str(uuid.uuid4()), name="h_air_15", aggregated = True, prodType=RenewableTypeEnum.RENEWABLE)
h_soil_15_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
h_soil_15_op.connectedTo.append(h_lt_network_ip)
h_soil_15.port.append(h_soil_15_op)
area.asset.append(h_soil_15)
if "h_geo_mt" in scenario_elementenlijst[strat_name]:
h_geo_mt = GeothermalSource(id=str(uuid.uuid4()), name="h_geo_mt", aggregated = True, geothermalSourceType=GeothermalSourceTypeEnum.HEAT, prodType=RenewableTypeEnum.RENEWABLE)
h_geo_mt_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
h_geo_mt_op.connectedTo.append(h_mt_network_ip)
h_geo_mt.port.append(h_geo_mt_op)
area.asset.append(h_geo_mt)
if "h_wko_15" in scenario_elementenlijst[strat_name]:
h_wko_15 = ResidualHeatSource(id=str(uuid.uuid4()), name="h warmte koude overschot uit gebouwen 15", aggregated = True, prodType=RenewableTypeEnum.RENEWABLE, type=ResidualHeatSourceTypeEnum.OTHER)
h_wko_15_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
h_wko_15_op.connectedTo.append(h_lt_network_ip)
h_wko_15.port.append(h_wko_15_op)
area.asset.append(h_wko_15)
# =============================================================================
# -----------------------COLLECTIVE CONVERTORS---------------------------------
# =============================================================================
if "coll_eWP_lt_mt" in scenario_elementenlijst[strat_name] and (woning_HasColl_eWP or util_HasColl_eWP):
coll_eWP_lt_mt = HeatPump(id=str(uuid.uuid4()), name="collectieve_eWP_lt_mt", aggregated = True, source=SourceTypeEnum.HEAT_NETWORK, additionalHeatingSourceType=AdditionalHeatingSourceTypeEnum.ELECTRIC)
coll_eWP_lt_mt_ip = InPort(id=str(uuid.uuid4()), name="InPort")
coll_eWP_lt_mt_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
coll_eWP_lt_mt_ip.connectedTo.append(h_lt_network_op)
coll_eWP_lt_mt_ip.connectedTo.append(e_network_op)
coll_eWP_lt_mt_op.connectedTo.append(h_mt_network_ip)
coll_eWP_lt_mt.port.append(coll_eWP_lt_mt_ip)
coll_eWP_lt_mt.port.append(coll_eWP_lt_mt_op)
area.asset.append(coll_eWP_lt_mt)
if "coll_g_heater" in scenario_elementenlijst[strat_name] and (woning_HasColl_g_heater or util_HasColl_g_heater):
coll_g_heater = GasHeater(id=str(uuid.uuid4()), name="collectieve_g_heater", aggregated = True, type=GasHeaterTypeEnum.UNDEFINED)
coll_g_heater_ip = InPort(id=str(uuid.uuid4()), name="InPort")
coll_g_heater_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
coll_g_heater_ip.connectedTo.append(g_network_op)
coll_g_heater_op.connectedTo.append(h_mt_network_ip)
coll_g_heater.port.append(coll_g_heater_ip)
coll_g_heater.port.append(coll_g_heater_op)
area.asset.append(coll_g_heater)
# =============================================================================
# --------------------------RESIDENTIAL BUILDINGS------------------------------
# =============================================================================
for wk in woning_keuzes:
# Only add a AggregatedBuilding object if there are buildings of this type
if int(float(row[column_names.index(wk)])) > 0 and float(row[column_names.index('i09_aantal_woningen')]) > 0:
buildingname = wk[11:]
buildings = AggregatedBuilding(
id=str(uuid.uuid4()),
name="%s" % buildingname,
numberOfBuildings = int(float(row[column_names.index(wk)])),
aggregated = True,
energyLabelDistribution = esdl.EnergyLabelDistribution(),
buildingTypeDistribution = esdl.BuildingTypeDistribution()
)
buildingTypePercentage = esdl.BuildingTypePercentage(buildingType=BuildingTypeEnum.RESIDENTIAL, percentage=(float(100)))
buildings.buildingTypeDistribution.buildingTypePercentage.append(buildingTypePercentage)
if float(row[column_names.index('woning_l01_aansl_labelappp')]) > 0:
energylabelA_percentage = esdl.EnergyLabelPerc(energyLabel=EnergyLabelEnum.LABEL_APPP, percentage=(float(row[column_names.index('woning_l01_aansl_labelappp')]) / float(row[column_names.index('i09_aantal_woningen')])) * 100.0)
buildings.energyLabelDistribution.labelPerc.append(energylabelA_percentage)
if float(row[column_names.index('woning_l02_aansl_labela')]) > 0:
energylabelA_percentage = esdl.EnergyLabelPerc(energyLabel=EnergyLabelEnum.LABEL_A, percentage=(float(row[column_names.index('woning_l02_aansl_labela')]) / float(row[column_names.index('i09_aantal_woningen')])) * 100.0)
buildings.energyLabelDistribution.labelPerc.append(energylabelA_percentage)
if float(row[column_names.index('woning_l03_aansl_labelb')]) > 0:
energylabelB_percentage = esdl.EnergyLabelPerc(energyLabel=EnergyLabelEnum.LABEL_B, percentage=(float(row[column_names.index('woning_l03_aansl_labelb')]) / float(row[column_names.index('i09_aantal_woningen')])) * 100.0)
buildings.energyLabelDistribution.labelPerc.append(energylabelB_percentage)
if float(row[column_names.index('woning_l04_aansl_labelc')]) > 0:
energylabelC_percentage = esdl.EnergyLabelPerc(energyLabel=EnergyLabelEnum.LABEL_C, percentage=(float(row[column_names.index('woning_l04_aansl_labelc')]) / float(row[column_names.index('i09_aantal_woningen')])) * 100.0)
buildings.energyLabelDistribution.labelPerc.append(energylabelC_percentage)
if float(row[column_names.index('woning_l05_aansl_labeld')]) > 0:
energylabelD_percentage = esdl.EnergyLabelPerc(energyLabel=EnergyLabelEnum.LABEL_D, percentage=(float(row[column_names.index('woning_l05_aansl_labeld')]) / float(row[column_names.index('i09_aantal_woningen')])) * 100.0)
buildings.energyLabelDistribution.labelPerc.append(energylabelD_percentage)
if float(row[column_names.index('woning_l06_aansl_labele')]) > 0:
energylabelE_percentage = esdl.EnergyLabelPerc(energyLabel=EnergyLabelEnum.LABEL_E, percentage=(float(row[column_names.index('woning_l06_aansl_labele')]) / float(row[column_names.index('i09_aantal_woningen')])) * 100.0)
buildings.energyLabelDistribution.labelPerc.append(energylabelE_percentage)
if float(row[column_names.index('woning_l07_aansl_labelf')]) > 0:
energylabelF_percentage = esdl.EnergyLabelPerc(energyLabel=EnergyLabelEnum.LABEL_F, percentage=(float(row[column_names.index('woning_l07_aansl_labelf')]) / float(row[column_names.index('i09_aantal_woningen')])) * 100.0)
buildings.energyLabelDistribution.labelPerc.append(energylabelF_percentage)
if float(row[column_names.index('woning_l08_aansl_labelg')]) > 0:
energylabelG_percentage = esdl.EnergyLabelPerc(energyLabel=EnergyLabelEnum.LABEL_G, percentage=(float(row[column_names.index('woning_l08_aansl_labelg')]) / float(row[column_names.index('i09_aantal_woningen')])) * 100.0)
buildings.energyLabelDistribution.labelPerc.append(energylabelG_percentage)
g_con = None
e_con = None
h2_con = None
h_lt_con = None
h_mt_con = None
hd_rv = None
hd_tw = None
cd = None
ed_vent = None
ed_app = None
g_heater = None
eWP_lucht = None
eWP_bodem = None
beWP = None
hWP_lucht = None
h2WP_lucht = None
h2r = None
eAirco = None
Aansl_aardgas = float(row[column_names.index('woning_a01_aansl_aardgas')])
Aansl_groengas = float(row[column_names.index('woning_a02_aansl_groengas')])
Aansl_gas = Aansl_aardgas + Aansl_groengas
Aansl_waterstof = float(row[column_names.index('woning_a03_aansl_waterstof')])
HasAansl_HR = float(row[column_names.index('woning_a04_aansl_gasketel')]) > 0 or Aansl_groengas > 0 or Aansl_aardgas > 0
HasAansl_eWP_lucht = float(row[column_names.index('woning_a09_aansl_rest30_ewplucht')]) > 0 or float(row[column_names.index('woning_a05_aansl_ewp_lucht')]) > 0
HasAansl_eWP_bodem = float(row[column_names.index('woning_a06_aansl_ewp_bodem')]) > 0
HasAansl_hWP = float(row[column_names.index('woning_a14_aansl_hwp')]) > 0
HasAansl_h2WP = float(row[column_names.index('woning_a15_aansl_h2wp')]) > 0
HasAansl_h2r = float(row[column_names.index('woning_a16_aansl_h2r')]) > 0
HasAansl_MT1 = float(row[column_names.index('woning_a07_aansl_rest70_collggheater')]) > 0
HasAansl_MT2 = float(row[column_names.index('woning_a08_aansl_geo70_collggheater')]) > 0
HasAansl_MT3 = float(row[column_names.index('woning_a10_aansl_rest30_collewp70')]) > 0
HasAansl_MT4 = float(row[column_names.index('woning_a11_aansl_wko15_collewp70')]) > 0
HasAansl_MT5 = float(row[column_names.index('woning_a12_aansl_wko15_collewp50_bewp')]) > 0
HasAansl_MT6 = float(row[column_names.index('woning_a13_aansl_wko15_teo15_collewp70')]) > 0
HasAansl_MT = HasAansl_MT1 or HasAansl_MT2 or HasAansl_MT3 or HasAansl_MT4 or HasAansl_MT5 or HasAansl_MT6
HasAansl_LT = float(row[column_names.index('woning_a09_aansl_rest30_ewplucht')]) > 0
IsConnectedToColl_g_heater = HasAansl_MT1 or HasAansl_MT2
IsConnectedToColl_ewp = HasAansl_MT3 or HasAansl_MT4 or HasAansl_MT5 or HasAansl_MT6
# =============================================================================
# ------------------------------CONNECTORS-------------------------------------
# =============================================================================
if HasAansl_HR or HasAansl_hWP:
g_con = GConnection(id=str(uuid.uuid4()), name="Gas_connector", aggregated = True)
g_con_ip = InPort(id=str(uuid.uuid4()), name="InPort")
g_con_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
g_con_sv = SingleValue(id=str(uuid.uuid4()), value=woning_input_naturalgas + woning_input_greengas)
g_con_sv.profileQuantityAndUnit = QuantityAndUnitReference(reference=qau_energy_GJ_yr)
g_con_ip.profile.append(g_con_sv)
g_con_ip.connectedTo.append(g_network_op)
g_con.port.append(g_con_ip)
g_con.port.append(g_con_op)
buildings.asset.append(g_con)
if Aansl_waterstof > 0:
h2_con = GConnection(id=str(uuid.uuid4()), name="H2 connector", aggregated = True)
h2_con_ip = InPort(id=str(uuid.uuid4()), name="InPort")
h2_con_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
h2_con_ip.connectedTo.append(g_network_op)
h2_con.port.append(h2_con_ip)
h2_con.port.append(h2_con_op)
buildings.asset.append(h2_con)
e_con = EConnection(id=str(uuid.uuid4()), name="Elektricity_connector", aggregated = True)
e_con_ip = InPort(id=str(uuid.uuid4()), name="InPort")
e_con_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
e_con_sv = SingleValue(id=str(uuid.uuid4()), value= woning_input_electricity)
e_con_sv.profileQuantityAndUnit = QuantityAndUnitReference(reference=qau_energy_GJ_yr)
e_con_ip.profile.append(e_con_sv)
e_con_ip.connectedTo.append(e_network_op)
e_con.port.append(e_con_ip)
e_con.port.append(e_con_op)
buildings.asset.append(e_con)
if HasAansl_LT:
h_lt_con = HConnection(id=str(uuid.uuid4()), name="Heating_lt_connector", aggregated = True)
h_lt_con_ip = InPort(id=str(uuid.uuid4()), name="InPort")
h_lt_con_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
h_lt_con_ip.connectedTo.append(h_lt_network_op)
h_lt_con.port.append(h_lt_con_ip)
h_lt_con.port.append(h_lt_con_op)
buildings.asset.append(h_lt_con)
if HasAansl_MT:
h_mt_con = HConnection(id=str(uuid.uuid4()), name="Heating_mt_connector", aggregated = True)
h_mt_con_ip = InPort(id=str(uuid.uuid4()), name="InPort")
h_mt_con_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
h_mt_con_ip.connectedTo.append(h_mt_network_op)
h_mt_con.port.append(h_mt_con_ip)
h_mt_con.port.append(h_mt_con_op)
buildings.asset.append(h_mt_con)
# =============================================================================
# ------------------------------DEMAND-----------------------------------------
# =============================================================================
hd_rv_value = float(row[column_names.index('woning_h02_vraag_ruimteverwarming')])
if hd_rv_value > 0.0:
hd_rv = HeatingDemand(id=str(uuid.uuid4()), name="Woning vraag ruimteverwarming", aggregated = True)
hd_rv.type = HeatDemandTypeEnum.SPACE_HEATING
hd_rv_ip = InPort(id=str(uuid.uuid4()), name="InPort")
hd_rv_sv = SingleValue(id=str(uuid.uuid4()), value=hd_rv_value)
hd_rv_sv.profileQuantityAndUnit = QuantityAndUnitReference(reference=qau_energy_GJ_yr)
hd_rv_ip.profile.append(hd_rv_sv)
hd_rv.port.append(hd_rv_ip)
buildings.asset.append(hd_rv)
hd_tw_value = float(row[column_names.index('woning_h03_vraag_tapwater')])
if hd_tw_value > 0.0:
hd_tw = HeatingDemand(id=str(uuid.uuid4()), name="Woning vraag tapwater", aggregated = True)
hd_tw.type = HeatDemandTypeEnum.HOT_TAPWATER
hd_tw_ip = InPort(id=str(uuid.uuid4()), name="InPort")
hd_tw_sv = SingleValue(id=str(uuid.uuid4()), value=hd_tw_value)
hd_tw_sv.profileQuantityAndUnit = QuantityAndUnitReference(reference=qau_energy_GJ_yr)
hd_tw_ip.profile.append(hd_tw_sv)
hd_tw.port.append(hd_tw_ip)
buildings.asset.append(hd_tw)
cd_value = float(row[column_names.index('woning_h05_vraag_koude')])
if cd_value > 0.0:
cd = CoolingDemand(id=str(uuid.uuid4()), name="Woning vraag koude", aggregated = True)
cd_ip = InPort(id=str(uuid.uuid4()), name="InPort")
cd_sv = SingleValue(id=str(uuid.uuid4()), value=cd_value)
cd_sv.profileQuantityAndUnit = QuantityAndUnitReference(reference=qau_energy_GJ_yr)
cd_ip.profile.append(cd_sv)
cd.port.append(cd_ip)
buildings.asset.append(cd)
ed_vent_value = float(row[column_names.index('woning_h04_vraag_ventilatie')])
if ed_vent_value > 0.0:
ed_vent = ElectricityDemand(id=str(uuid.uuid4()), name="Woning vraag elektrische ventilatie", aggregated = True)
ed_vent_ip = InPort(id=str(uuid.uuid4()), name="InPort")
ed_vent_sv = SingleValue(id=str(uuid.uuid4()), value=ed_vent_value)
ed_vent_sv.profileQuantityAndUnit = QuantityAndUnitReference(reference=qau_energy_GJ_yr)
ed_vent_ip.profile.append(ed_vent_sv)
ed_vent.port.append(ed_vent_ip)
buildings.asset.append(ed_vent)
ed_app_value = float(row[column_names.index('woning_h06_vraag_apparaten')])
if ed_app_value > 0.0:
ed_app = ElectricityDemand(id=str(uuid.uuid4()), name="Woning vraag elektrische apparaten", aggregated = True)
ed_app_ip = InPort(id=str(uuid.uuid4()), name="InPort")
ed_app_sv = SingleValue(id=str(uuid.uuid4()), value=ed_app_value)
ed_app_sv.profileQuantityAndUnit = QuantityAndUnitReference(reference=qau_energy_GJ_yr)
ed_app_ip.profile.append(ed_app_sv)
ed_app.port.append(ed_app_ip)
buildings.asset.append(ed_app)
if woning_input_electricity > 0.0:
e_con = e_con
e_con_op = e_con_op
e_con.port.append(e_con_op)
buildings.asset.append(e_con)
if ed_vent_value > 0.0:
e_con = e_con
e_con_op = e_con_op
e_con_op.connectedTo.append(ed_vent_ip)
e_con.port.append(e_con_op)
buildings.asset.append(e_con)
if ed_app_value > 0.0:
e_con = e_con
e_con_op = e_con_op
e_con_op.connectedTo.append(ed_app_ip)
e_con.port.append(e_con_op)
buildings.asset.append(e_con)
if IsConnectedToColl_g_heater:
h_mt_con = h_mt_con
h_mt_con_op = h_mt_con_op
if hd_rv_value > 0.0:
h_mt_con_op.connectedTo.append(hd_rv_ip)
if hd_tw_value > 0.0:
h_mt_con_op.connectedTo.append(hd_tw_ip)
h_mt_con.port.append(h_mt_con_op)
buildings.asset.append(h_mt_con)
if IsConnectedToColl_ewp:
h_mt_con = h_mt_con
h_mt_con_op = h_mt_con_op
h_mt_con_op.connectedTo.append(hd_rv_ip)
h_mt_con_op.connectedTo.append(hd_tw_ip)
h_mt_con.port.append(h_mt_con_op)
buildings.asset.append(h_mt_con)
# =============================================================================
# -------------------------INDIVIDUAL CONVERTORS-------------------------------
# =============================================================================
if "g_heater" in scenario_elementenlijst[strat_name] and HasAansl_HR:
g_heater = GasHeater(id=str(uuid.uuid4()), name="Gas_heater", aggregated = True)
g_heater_ip = InPort(id=str(uuid.uuid4()), name="InPort")
g_heater_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
g_heater_ip.connectedTo.append(g_con_op)
if hd_rv_value > 0.0:
g_heater_op.connectedTo.append(hd_rv_ip)
if hd_tw_value > 0.0:
g_heater_op.connectedTo.append(hd_tw_ip)
g_heater.port.append(g_heater_ip)
g_heater.port.append(g_heater_op)
buildings.asset.append(g_heater)
if "g_heater" in scenario_elementenlijst[strat_name] and HasAansl_h2r:
h2r = GasHeater(id=str(uuid.uuid4()), name="Gas_heater", aggregated = True)
h2r_ip = InPort(id=str(uuid.uuid4()), name="InPort")
h2r_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
h2r_ip.connectedTo.append(h2_con_op)
h2r_op.connectedTo.append(hd_rv_ip)
h2r_op.connectedTo.append(hd_tw_ip)
h2r.port.append(h2r_ip)
h2r.port.append(h2r_op)
buildings.asset.append(h2r)
if "eWP_lucht" in scenario_elementenlijst[strat_name] or HasAansl_eWP_lucht:
eWP_lucht = HeatPump(id=str(uuid.uuid4()), name="eWP_lucht", aggregated = True, source=SourceTypeEnum.AIR, additionalHeatingSourceType=AdditionalHeatingSourceTypeEnum.ELECTRIC)
eWP_lucht_ip = InPort(id=str(uuid.uuid4()), name="InPort")
eWP_lucht_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
eWP_lucht_ip.connectedTo.append(e_con_op)
eWP_lucht_ip.connectedTo.append(h_air_15_op)
eWP_lucht_op.connectedTo.append(hd_rv_ip)
eWP_lucht_op.connectedTo.append(hd_tw_ip)
if "lt_con" in scenario_elementenlijst[strat_name] and HasAansl_LT:
eWP_lucht_ip.connectedTo.append(h_lt_con_op)
eWP_lucht.port.append(eWP_lucht_ip)
eWP_lucht.port.append(eWP_lucht_op)
buildings.asset.append(eWP_lucht)
if "eWP_bodem" in scenario_elementenlijst[strat_name] or HasAansl_eWP_bodem:
eWP_bodem = HeatPump(id=str(uuid.uuid4()), name="eWP_bodem", aggregated = True, source=SourceTypeEnum.SUB_SURFACE, additionalHeatingSourceType=AdditionalHeatingSourceTypeEnum.ELECTRIC)
eWP_bodem_ip = InPort(id=str(uuid.uuid4()), name="InPort")
eWP_bodem_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
eWP_bodem_ip.connectedTo.append(e_con_op)
eWP_bodem_ip.connectedTo.append(e_con_op)
eWP_bodem_op.connectedTo.append(hd_rv_ip)
eWP_bodem_op.connectedTo.append(hd_tw_ip)
eWP_bodem.port.append(eWP_bodem_ip)
eWP_bodem.port.append(eWP_bodem_op)
buildings.asset.append(eWP_bodem)
if "hWP_lucht" in scenario_elementenlijst[strat_name] or HasAansl_hWP:
hWP_lucht = HeatPump(id=str(uuid.uuid4()), name="hWP_lucht", aggregated = True, source=SourceTypeEnum.AIR, additionalHeatingSourceType=AdditionalHeatingSourceTypeEnum.GAS)
hWP_lucht_ip = InPort(id=str(uuid.uuid4()), name="InPort")
hWP_lucht_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
hWP_lucht_ip.connectedTo.append(e_con_op)
hWP_lucht_ip.connectedTo.append(g_con_op)
hWP_lucht_ip.connectedTo.append(h_air_15_op)
hWP_lucht_op.connectedTo.append(hd_rv_ip)
hWP_lucht_op.connectedTo.append(hd_tw_ip)
hWP_lucht.port.append(hWP_lucht_ip)
hWP_lucht.port.append(hWP_lucht_op)
buildings.asset.append(hWP_lucht)
if "h2WP_lucht" in scenario_elementenlijst[strat_name] and HasAansl_h2WP:
h2WP_lucht = HeatPump(id=str(uuid.uuid4()), name="h2WP_lucht", aggregated = True, source=SourceTypeEnum.AIR, additionalHeatingSourceType=AdditionalHeatingSourceTypeEnum.GAS)
h2WP_lucht_ip = InPort(id=str(uuid.uuid4()), name="InPort")
h2WP_lucht_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
h2WP_lucht_ip.connectedTo.append(e_con_op)
h2WP_lucht_ip.connectedTo.append(h2_con_op)
h2WP_lucht_ip.connectedTo.append(h_air_15_op)
h2WP_lucht_op.connectedTo.append(hd_rv_ip)
h2WP_lucht_op.connectedTo.append(hd_tw_ip)
h2WP_lucht.port.append(h2WP_lucht_ip)
h2WP_lucht.port.append(h2WP_lucht_op)
buildings.asset.append(h2WP_lucht)
# if "h_wko_15" not in scenario_elementenlijst[strat_name] and cd_value > 0.0:
# eAirco = Airco(id=str(uuid.uuid4()), name="eAirco", aggregated = True)
# eAirco_ip = InPort(id=str(uuid.uuid4()), name="InPort")
# eAirco_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
# eAirco_ip.connectedTo.append(e_con_op)
# eAirco_op.connectedTo.append(cd_ip)
# eAirco.port.append(eAirco_ip)
# eAirco.port.append(eAirco_op)
# buildings.asset.append(eAirco)
area.asset.append(buildings)
# =============================================================================
# --------------------------UTILITY BUILDINGS----------------------------------
# =============================================================================
for uk in util_keuzes:
# Only add a AggregatedBuilding object if there are buildings of this type
if int(float(row[column_names.index(uk)])) > 0 and float(row[column_names.index('i10_aantal_utiliteit')]) > 0:
buildingname = uk[9:]
buildings = AggregatedBuilding(
id=str(uuid.uuid4()),
name="%s" % buildingname,
numberOfBuildings = int(float(row[column_names.index(uk)])),
floorArea = float(row[column_names.index('i13_opp_utiliteit')]),
aggregated = True,
energyLabelDistribution = esdl.EnergyLabelDistribution(),
buildingTypeDistribution = esdl.BuildingTypeDistribution()
)
buildingTypePercentage = esdl.BuildingTypePercentage(buildingType=BuildingTypeEnum.UTILITY, percentage=(float(100)))
buildings.buildingTypeDistribution.buildingTypePercentage.append(buildingTypePercentage)
if float(row[column_names.index('util_l01_aansl_labelappp')]) > 0:
energylabelA_percentage = esdl.EnergyLabelPerc(energyLabel=EnergyLabelEnum.LABEL_APPP, percentage=(float(row[column_names.index('util_l01_aansl_labelappp')]) / float(row[column_names.index('i10_aantal_utiliteit')])) * 100.0)
buildings.energyLabelDistribution.labelPerc.append(energylabelA_percentage)
if float(row[column_names.index('util_l02_aansl_labela')]) > 0:
energylabelA_percentage = esdl.EnergyLabelPerc(energyLabel=EnergyLabelEnum.LABEL_A, percentage=(float(row[column_names.index('util_l02_aansl_labela')]) / float(row[column_names.index('i10_aantal_utiliteit')])) * 100.0)
buildings.energyLabelDistribution.labelPerc.append(energylabelA_percentage)
if float(row[column_names.index('util_l03_aansl_labelb')]) > 0:
energylabelB_percentage = esdl.EnergyLabelPerc(energyLabel=EnergyLabelEnum.LABEL_B, percentage=(float(row[column_names.index('util_l03_aansl_labelb')]) / float(row[column_names.index('i10_aantal_utiliteit')])) * 100.0)
buildings.energyLabelDistribution.labelPerc.append(energylabelB_percentage)
if float(row[column_names.index('util_l04_aansl_labelc')]) > 0:
energylabelC_percentage = esdl.EnergyLabelPerc(energyLabel=EnergyLabelEnum.LABEL_C, percentage=(float(row[column_names.index('util_l04_aansl_labelc')]) / float(row[column_names.index('i10_aantal_utiliteit')])) * 100.0)
buildings.energyLabelDistribution.labelPerc.append(energylabelC_percentage)
if float(row[column_names.index('util_l05_aansl_labeld')]) > 0:
energylabelD_percentage = esdl.EnergyLabelPerc(energyLabel=EnergyLabelEnum.LABEL_D, percentage=(float(row[column_names.index('util_l05_aansl_labeld')]) / float(row[column_names.index('i10_aantal_utiliteit')])) * 100.0)
buildings.energyLabelDistribution.labelPerc.append(energylabelD_percentage)
if float(row[column_names.index('util_l06_aansl_labele')]) > 0:
energylabelE_percentage = esdl.EnergyLabelPerc(energyLabel=EnergyLabelEnum.LABEL_E, percentage=(float(row[column_names.index('util_l06_aansl_labele')]) / float(row[column_names.index('i10_aantal_utiliteit')])) * 100.0)
buildings.energyLabelDistribution.labelPerc.append(energylabelE_percentage)
if float(row[column_names.index('util_l07_aansl_labelf')]) > 0:
energylabelF_percentage = esdl.EnergyLabelPerc(energyLabel=EnergyLabelEnum.LABEL_F, percentage=(float(row[column_names.index('util_l07_aansl_labelf')]) / float(row[column_names.index('i10_aantal_utiliteit')])) * 100.0)
buildings.energyLabelDistribution.labelPerc.append(energylabelF_percentage)
if float(row[column_names.index('util_l08_aansl_labelg')]) > 0:
energylabelG_percentage = esdl.EnergyLabelPerc(energyLabel=EnergyLabelEnum.LABEL_G, percentage=(float(row[column_names.index('util_l08_aansl_labelg')]) / float(row[column_names.index('i10_aantal_utiliteit')])) * 100.0)
buildings.energyLabelDistribution.labelPerc.append(energylabelG_percentage)
g_con = None
e_con = None
h2_con = None
h_lt_con = None
h_mt_con = None
hd_rv = None
hd_tw = None
cd = None
ed_vent = None
ed_app = None
g_heater = None
eWP_lucht = None
eWP_bodem = None
beWP = None
hWP_lucht = None
h2WP_lucht = None
h2r = None
eAirco = None
Aansl_aardgas = float(row[column_names.index('util_a01_aansl_aardgas')])
Aansl_groengas = float(row[column_names.index('util_a02_aansl_groengas')])
Aansl_gas = Aansl_aardgas + Aansl_groengas
Aansl_waterstof = float(row[column_names.index('util_a03_aansl_waterstof')])
HasAansl_HR = float(row[column_names.index('util_a04_aansl_gasketel')]) > 0 or Aansl_groengas > 0 or Aansl_aardgas > 0
HasAansl_eWP_lucht = float(row[column_names.index('util_a09_aansl_rest30_ewplucht')]) > 0 or float(row[column_names.index('util_a05_aansl_ewp_lucht')]) > 0
HasAansl_eWP_bodem = float(row[column_names.index('util_a06_aansl_ewp_bodem')]) > 0
HasAansl_hWP = float(row[column_names.index('util_a14_aansl_hwp')]) > 0
HasAansl_h2WP = float(row[column_names.index('util_a15_aansl_h2wp')]) > 0
HasAansl_h2r = float(row[column_names.index('util_a16_aansl_h2r')]) > 0
HasAansl_MT1 = float(row[column_names.index('util_a07_aansl_rest70_collggheater')]) > 0
HasAansl_MT2 = float(row[column_names.index('util_a08_aansl_geo70_collggheater')]) > 0
HasAansl_MT3 = float(row[column_names.index('util_a10_aansl_rest30_collewp70')]) > 0
HasAansl_MT4 = float(row[column_names.index('util_a11_aansl_wko15_collewp70')]) > 0
HasAansl_MT5 = float(row[column_names.index('util_a12_aansl_wko15_collewp50_bewp')]) > 0
HasAansl_MT6 = float(row[column_names.index('util_a13_aansl_wko15_teo15_collewp70')]) > 0
HasAansl_MT = HasAansl_MT1 or HasAansl_MT2 or HasAansl_MT3 or HasAansl_MT4 or HasAansl_MT5 or HasAansl_MT6
HasAansl_LT = float(row[column_names.index('util_a09_aansl_rest30_ewplucht')]) > 0
IsConnectedToColl_g_heater = HasAansl_MT1 or HasAansl_MT2
IsConnectedToColl_ewp = HasAansl_MT3 or HasAansl_MT4 or HasAansl_MT5 or HasAansl_MT6
# =============================================================================
# ------------------------------CONNECTORS-------------------------------------
# =============================================================================
if HasAansl_HR or HasAansl_hWP:
g_con = GConnection(id=str(uuid.uuid4()), name="Gas_connector", aggregated = True)
g_con_ip = InPort(id=str(uuid.uuid4()), name="InPort")
g_con_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
g_con_sv = SingleValue(id=str(uuid.uuid4()), value=util_input_naturalgas + util_input_greengas)
g_con_sv.profileQuantityAndUnit = QuantityAndUnitReference(reference=qau_energy_GJ_yr)
g_con_ip.profile.append(g_con_sv)
g_con_ip.connectedTo.append(g_network_op)
g_con.port.append(g_con_ip)
g_con.port.append(g_con_op)
buildings.asset.append(g_con)
if Aansl_waterstof > 0:
h2_con = GConnection(id=str(uuid.uuid4()), name="H2 connector", aggregated = True)
h2_con_ip = InPort(id=str(uuid.uuid4()), name="InPort")
h2_con_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
h2_con_ip.connectedTo.append(g_network_op)
h2_con.port.append(h2_con_ip)
h2_con.port.append(h2_con_op)
buildings.asset.append(h2_con)
e_con = EConnection(id=str(uuid.uuid4()), name="Elektricity_connector", aggregated = True)
e_con_ip = InPort(id=str(uuid.uuid4()), name="InPort")
e_con_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
e_con_sv = SingleValue(id=str(uuid.uuid4()), value= util_input_electricity)
e_con_sv.profileQuantityAndUnit = QuantityAndUnitReference(reference=qau_energy_GJ_yr)
e_con_ip.profile.append(e_con_sv)
e_con_ip.connectedTo.append(e_network_op)
e_con.port.append(e_con_ip)
e_con.port.append(e_con_op)
buildings.asset.append(e_con)
if HasAansl_LT:
h_lt_con = HConnection(id=str(uuid.uuid4()), name="Heating_lt_connector", aggregated = True)
h_lt_con_ip = InPort(id=str(uuid.uuid4()), name="InPort")
h_lt_con_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
h_lt_con_ip.connectedTo.append(h_lt_network_op)
h_lt_con.port.append(h_lt_con_ip)
h_lt_con.port.append(h_lt_con_op)
buildings.asset.append(h_lt_con)
if HasAansl_MT:
h_mt_con = HConnection(id=str(uuid.uuid4()), name="Heating_mt_connector", aggregated = True)
h_mt_con_ip = InPort(id=str(uuid.uuid4()), name="InPort")
h_mt_con_op = OutPort(id=str(uuid.uuid4()), name="OutPort")
h_mt_con_ip.connectedTo.append(h_mt_network_op)
h_mt_con.port.append(h_mt_con_ip)
h_mt_con.port.append(h_mt_con_op)
buildings.asset.append(h_mt_con)
# =============================================================================
# ------------------------------DEMAND-----------------------------------------
# =============================================================================
hd_rv_value = float(row[column_names.index('util_h02_vraag_ruimteverwarming')])
if hd_rv_value > 0.0:
hd_rv = HeatingDemand(id=str(uuid.uuid4()), name="Util vraag ruimteverwarming", aggregated = True)
hd_rv.type = HeatDemandTypeEnum.SPACE_HEATING
hd_rv_ip = InPort(id=str(uuid.uuid4()), name="InPort")
hd_rv_sv = SingleValue(id=str(uuid.uuid4()), value=hd_rv_value)
hd_rv_sv.profileQuantityAndUnit = QuantityAndUnitReference(reference=qau_energy_GJ_yr)
hd_rv_ip.profile.append(hd_rv_sv)
hd_rv.port.append(hd_rv_ip)
buildings.asset.append(hd_rv)
hd_tw_value = float(row[column_names.index('util_h03_vraag_tapwater')])
if hd_tw_value > 0.0:
hd_tw = HeatingDemand(id=str(uuid.uuid4()), name="Util vraag tapwater", aggregated = True)
hd_tw.type = HeatDemandTypeEnum.HOT_TAPWATER
hd_tw_ip = InPort(id=str(uuid.uuid4()), name="InPort")
hd_tw_sv = SingleValue(id=str(uuid.uuid4()), value=hd_tw_value)
hd_tw_sv.profileQuantityAndUnit = QuantityAndUnitReference(reference=qau_energy_GJ_yr)
hd_tw_ip.profile.append(hd_tw_sv)
hd_tw.port.append(hd_tw_ip)
buildings.asset.append(hd_tw)
else:
hd_tw = None
cd_value = float(row[column_names.index('util_h05_vraag_koude')])
if cd_value > 0.0:
cd = CoolingDemand(id=str(uuid.uuid4()), name="Util vraag koude", aggregated = True)
cd_ip = InPort(id=str(uuid.uuid4()), name="InPort")
cd_sv = SingleValue(id=str(uuid.uuid4()), value=cd_value)
cd_sv.profileQuantityAndUnit = QuantityAndUnitReference(reference=qau_energy_GJ_yr)
cd_ip.profile.append(cd_sv)
cd.port.append(cd_ip)
buildings.asset.append(cd)
ed_vent_value = float(row[column_names.index('util_h04_vraag_ventilatie')])
if ed_vent_value > 0.0:
ed_vent = ElectricityDemand(id=str(uuid.uuid4()), name="Util vraag elektrische ventilatie", aggregated = True)
ed_vent_ip = InPort(id=str(uuid.uuid4()), name="InPort")
ed_vent_sv = SingleValue(id=str(uuid.uuid4()), value=ed_vent_value)
ed_vent_sv.profileQuantityAndUnit = QuantityAndUnitReference(reference=qau_energy_GJ_yr)
ed_vent_ip.profile.append(ed_vent_sv)
ed_vent.port.append(ed_vent_ip)
buildings.asset.append(ed_vent)
ed_app_value = float(row[column_names.index('util_h06_vraag_apparaten')])
if ed_app_value > 0.0:
ed_app = ElectricityDemand(id=str(uuid.uuid4()), name="Util vraag elektrische apparaten", aggregated = True)
ed_app_ip = InPort(id=str(uuid.uuid4()), name="InPort")
ed_app_sv = SingleValue(id=str(uuid.uuid4()), value=ed_app_value)
ed_app_sv.profileQuantityAndUnit = QuantityAndUnitReference(reference=qau_energy_GJ_yr)
ed_app_ip.profile.append(ed_app_sv)
ed_app.port.append(ed_app_ip)
buildings.asset.append(ed_app)
if util_input_electricity > 0.0:
e_con = e_con
e_con_op = e_con_op
e_con.port.append(e_con_op)
buildings.asset.append(e_con)
if ed_vent_value > 0.0:
e_con = e_con
e_con_op = e_con_op
e_con_op.connectedTo.append(ed_vent_ip)
e_con.port.append(e_con_op)
buildings.asset.append(e_con)
if ed_app_value > 0.0:
e_con = e_con
e_con_op = e_con_op
e_con_op.connectedTo.append(ed_app_ip)
e_con.port.append(e_con_op)