def configure(self):
configure_extended_financial_analysis(self)
self.replace('tcc_a',BaseTurbineCostModel_Example())
self.replace('aep_a',BaseAEPModel_Example())
self.replace('fin_a',BaseFinancialModel_Example())
self.replace('bos_a',ExtendedBOSCostModel_Example())
self.replace('opex_a',ExtendedOPEXModel_Example())
def configure(self):
configure_extended_financial_analysis(self)
self.replace('tcc_a', BaseTurbineCostModel_Example())
self.replace('aep_a', BaseAEPModel_Example())
self.replace('fin_a', BaseFinancialModel_Example())
self.replace('bos_a', ExtendedBOSCostModel_Example())
self.replace('opex_a', ExtendedOPEXModel_Example())
def configure(self):
"""
tcc_a inputs:
advanced_blade = Bool
offshore = Bool
assemblyCostMultiplier = Float
overheadCostMultiplier = Float
profitMultiplier = Float
transportMultiplier = Float
aep inputs:
array_losses = Float
other_losses = Float
fin inputs:
fixed_charge_rate = Float
construction_finance_rate = Float
tax_rate = Float
discount_rate = Float
construction_time = Float
bos inputs:
bos_multiplier = Float
inputs:
sea_depth
year
month
project lifetime
if csm opex additional inputs:
availability = Float()
if openwind opex additional inputs:
power_curve
rpm
ct
if with_landbos additional inputs:
voltage
distInter
terrain
layout
soil
"""
# configure base assembly
configure_extended_financial_analysis(self)
# putting replace statements here for now; TODO - openmdao bug
# replace BOS with either CSM or landbos
if self.with_landbos:
self.replace('bos_a', NREL_Land_BOSSE())
else:
self.replace('bos_a', bos_csm_assembly())
self.replace('tcc_a', Turbine_CostsSE())
if self.with_ecn_opex:
self.replace('opex_a', opex_ecn_assembly(ecn_file))
else:
self.replace('opex_a', opex_csm_assembly())
self.replace('aep_a', aep_weibull_assembly())
self.replace('fin_a', fin_csm_assembly())
# add TurbineSE assembly
configure_turbine(self, self.with_new_nacelle, self.flexible_blade, self.with_3pt_drive)
# replace TCC with turbine_costs
configure_lcoe_with_turb_costs(self)
# replace BOS with either CSM or landbos
if self.with_landbos:
configure_lcoe_with_landbos(self)
else:
configure_lcoe_with_csm_bos(self)
# replace AEP with weibull AEP (TODO: option for basic aep)
configure_lcoe_with_weibull_aep(self)
# replace OPEX with CSM or ECN opex and add AEP
if self.with_ecn_opex:
configure_lcoe_with_ecn_opex(self,ecn_file)
self.connect('opex_a.availability','aep_a.availability') # connecting here due to aep / opex reversal depending on model
else:
configure_lcoe_with_csm_opex(self)
self.add('availability',Float(0.94, iotype='in', desc='average annual availbility of wind turbines at plant', group='Plant_AEP'))
self.connect('availability','aep_a.availability') # connecting here due to aep / opex reversal depending on model
# replace Finance with CSM Finance
configure_lcoe_with_csm_fin(self)
def configure(self):
"""
tcc_a inputs:
advanced_blade = Bool
offshore = Bool
assemblyCostMultiplier = Float
overheadCostMultiplier = Float
profitMultiplier = Float
transportMultiplier = Float
aep inputs:
array_losses = Float
other_losses = Float
fin inputs:
fixed_charge_rate = Float
construction_finance_rate = Float
tax_rate = Float
discount_rate = Float
construction_time = Float
bos inputs:
bos_multiplier = Float
inputs:
sea_depth
year
month
project lifetime
if csm opex additional inputs:
availability = Float()
if openwind opex additional inputs:
power_curve
rpm
ct
if with_landbos additional inputs:
voltage
distInter
terrain
layout
soil
"""
# configure base assembly
configure_extended_financial_analysis(self)
# putting replace statements here for now; TODO - openmdao bug
# replace BOS with either CSM or landbos
if self.with_landbos:
self.replace('bos_a', NREL_Land_BOSSE())
else:
self.replace('bos_a', bos_csm_assembly())
self.replace('tcc_a', Turbine_CostsSE())
if self.with_ecn_opex:
self.replace('opex_a', opex_ecn_assembly(ecn_file))
else:
self.replace('opex_a', opex_csm_assembly())
self.replace('aep_a', aep_weibull_assembly())
self.replace('fin_a', fin_csm_assembly())
# add TurbineSE assembly
configure_turbine(self, self.with_new_nacelle, self.flexible_blade,
self.with_3pt_drive)
# replace TCC with turbine_costs
configure_lcoe_with_turb_costs(self)
# replace BOS with either CSM or landbos
if self.with_landbos:
configure_lcoe_with_landbos(self)
else:
configure_lcoe_with_csm_bos(self)
# replace AEP with weibull AEP (TODO: option for basic aep)
configure_lcoe_with_weibull_aep(self)
# replace OPEX with CSM or ECN opex and add AEP
if self.with_ecn_opex:
configure_lcoe_with_ecn_opex(self, ecn_file)
self.connect(
'opex_a.availability', 'aep_a.availability'
) # connecting here due to aep / opex reversal depending on model
else:
configure_lcoe_with_csm_opex(self)
self.add(
'availability',
Float(
0.94,
iotype='in',
desc='average annual availbility of wind turbines at plant'
))
self.connect(
'availability', 'aep_a.availability'
) # connecting here due to aep / opex reversal depending on model
# replace Finance with CSM Finance
configure_lcoe_with_csm_fin(self)
def configure(self):
configure_extended_financial_analysis(self)
self.replace('tcc_a', tcc_csm_assembly())
self.replace('bos_a', bos_csm_assembly())
self.replace('opex_a', opex_csm_assembly())
self.replace('aep_a', aep_csm_assembly())
self.replace('fin_a', fin_csm_assembly())
# connect i/o to component and assembly inputs
# turbine configuration
# rotor
self.connect('rotor_diameter', ['aep_a.rotor_diameter', 'tcc_a.rotor_diameter', 'bos_a.rotor_diameter'])
self.connect('max_tip_speed', ['aep_a.max_tip_speed'])
self.connect('opt_tsr','aep_a.opt_tsr')
self.connect('cut_in_wind_speed','aep_a.cut_in_wind_speed')
self.connect('cut_out_wind_speed','aep_a.cut_out_wind_speed')
self.connect('altitude','aep_a.altitude')
self.connect('shear_exponent','aep_a.shear_exponent')
self.connect('wind_speed_50m','aep_a.wind_speed_50m')
self.connect('weibull_k','aep_a.weibull_k')
self.connect('soiling_losses','aep_a.soiling_losses')
self.connect('array_losses','aep_a.array_losses')
self.connect('availability','aep_a.availability')
self.connect('thrust_coefficient','aep_a.thrust_coefficient')
self.connect('blade_number','tcc_a.blade_number')
self.connect('advanced_blade','tcc_a.advanced_blade')
# drivetrain
self.connect('machine_rating', ['aep_a.machine_rating', 'tcc_a.machine_rating', 'bos_a.machine_rating', 'opex_a.machine_rating'])
self.connect('drivetrain_design', ['aep_a.drivetrain_design', 'tcc_a.drivetrain_design'])
self.connect('crane','tcc_a.crane')
self.connect('advanced_bedplate','tcc_a.advanced_bedplate')
# tower
self.connect('hub_height', ['aep_a.hub_height', 'tcc_a.hub_height', 'bos_a.hub_height'])
self.connect('advanced_tower','tcc_a.advanced_tower')
# plant configuration
# climate
self.connect('sea_depth', ['bos_a.sea_depth', 'opex_a.sea_depth', 'fin_a.sea_depth'])
self.connect('offshore','tcc_a.offshore')
# plant operation
self.connect('turbine_number', ['aep_a.turbine_number', 'bos_a.turbine_number', 'opex_a.turbine_number'])
# financial
self.connect('year', ['tcc_a.year', 'bos_a.year', 'opex_a.year'])
self.connect('month', ['tcc_a.month', 'bos_a.month', 'opex_a.month'])
self.connect('fixed_charge_rate','fin_a.fixed_charge_rate')
self.connect('construction_finance_rate','fin_a.construction_finance_rate')
self.connect('tax_rate','fin_a.tax_rate')
self.connect('discount_rate','fin_a.discount_rate')
self.connect('construction_time','fin_a.construction_time')
self.connect('project_lifetime','fin_a.project_lifetime')
# connections
self.connect('aep_a.rotor_thrust','tcc_a.rotor_thrust')
self.connect('aep_a.rotor_torque','tcc_a.rotor_torque')
self.connect('aep_a.net_aep', ['opex_a.net_aep'])
self.connect('tcc_a.turbine_cost','bos_a.turbine_cost')
# create passthroughs for key output variables of interest
# aep_a
self.connect('aep_a.rated_rotor_speed','rated_rotor_speed')
self.connect('aep_a.rated_wind_speed','rated_wind_speed')
self.connect('aep_a.rotor_thrust','rotor_thrust')
self.connect('aep_a.rotor_torque','rotor_torque')
self.connect('aep_a.power_curve','power_curve')
self.connect('aep_a.max_efficiency','max_efficiency')
self.connect('aep_a.gross_aep','gross_aep')
# tcc_a
self.connect('tcc_a.turbine_mass','turbine_mass')
# fin_a
self.connect('fin_a.lcoe','lcoe')
def configure(self):
configure_extended_financial_analysis(self)
self.replace('tcc_a', tcc_csm_assembly())
self.replace('bos_a', bos_csm_assembly())
self.replace('opex_a', opex_csm_assembly())
self.replace('aep_a', aep_csm_assembly())
self.replace('fin_a', fin_csm_assembly())
# connect i/o to component and assembly inputs
# turbine configuration
# rotor
self.connect('rotor_diameter', ['aep_a.rotor_diameter', 'tcc_a.rotor_diameter', 'bos_a.rotor_diameter'])
self.connect('max_tip_speed', ['aep_a.max_tip_speed'])
self.connect('max_power_coefficient', 'aep_a.max_power_coefficient')
self.connect('opt_tsr','aep_a.opt_tsr')
self.connect('cut_in_wind_speed','aep_a.cut_in_wind_speed')
self.connect('cut_out_wind_speed','aep_a.cut_out_wind_speed')
self.connect('altitude','aep_a.altitude')
self.connect('shear_exponent','aep_a.shear_exponent')
self.connect('wind_speed_50m','aep_a.wind_speed_50m')
self.connect('weibull_k','aep_a.weibull_k')
self.connect('soiling_losses','aep_a.soiling_losses')
self.connect('array_losses','aep_a.array_losses')
self.connect('availability','aep_a.availability')
self.connect('thrust_coefficient','aep_a.thrust_coefficient')
self.connect('max_efficiency', 'aep_a.max_efficiency')
self.connect('blade_number','tcc_a.blade_number')
self.connect('advanced_blade','tcc_a.advanced_blade')
# drivetrain
self.connect('machine_rating', ['aep_a.machine_rating', 'tcc_a.machine_rating', 'bos_a.machine_rating', 'opex_a.machine_rating'])
self.connect('drivetrain_design', ['aep_a.drivetrain_design', 'tcc_a.drivetrain_design'])
self.connect('crane','tcc_a.crane')
self.connect('advanced_bedplate','tcc_a.advanced_bedplate')
# tower
self.connect('hub_height', ['aep_a.hub_height', 'tcc_a.hub_height', 'bos_a.hub_height'])
self.connect('advanced_tower','tcc_a.advanced_tower')
# plant configuration
# climate
self.connect('sea_depth', ['bos_a.sea_depth', 'opex_a.sea_depth', 'fin_a.sea_depth'])
self.connect('offshore','tcc_a.offshore')
# plant operation
self.connect('turbine_number', ['aep_a.turbine_number', 'bos_a.turbine_number', 'opex_a.turbine_number'])
# financial
self.connect('year', ['tcc_a.year', 'bos_a.year', 'opex_a.year'])
self.connect('month', ['tcc_a.month', 'bos_a.month', 'opex_a.month'])
self.connect('fixed_charge_rate','fin_a.fixed_charge_rate')
self.connect('construction_finance_rate','fin_a.construction_finance_rate')
self.connect('tax_rate','fin_a.tax_rate')
self.connect('discount_rate','fin_a.discount_rate')
self.connect('construction_time','fin_a.construction_time')
self.connect('project_lifetime','fin_a.project_lifetime')
# connections
self.connect('aep_a.rotor_thrust','tcc_a.rotor_thrust')
self.connect('aep_a.rotor_torque','tcc_a.rotor_torque')
self.connect('aep_a.net_aep', ['opex_a.net_aep'])
self.connect('tcc_a.turbine_cost','bos_a.turbine_cost')
# create passthroughs for key output variables of interest
# aep_a
self.connect('aep_a.rated_rotor_speed','rated_rotor_speed')
self.connect('aep_a.rated_wind_speed','rated_wind_speed')
self.connect('aep_a.rotor_thrust','rotor_thrust')
self.connect('aep_a.rotor_torque','rotor_torque')
self.connect('aep_a.power_curve','power_curve')
#self.connect('aep_a.max_efficiency','max_efficiency')
self.connect('aep_a.gross_aep','gross_aep')
self.connect('aep_a.capacity_factor','capacity_factor')
# tcc_a
self.connect('tcc_a.turbine_mass','turbine_mass')
# fin_a
self.connect('fin_a.lcoe','lcoe')
def configure(self):
configure_extended_financial_analysis(self)
self.replace("tcc_a", tcc_csm_assembly())
self.replace("bos_a", bos_csm_assembly())
self.replace("opex_a", opex_csm_assembly())
self.replace("aep_a", aep_csm_assembly())
self.replace("fin_a", fin_csm_assembly())
# connect i/o to component and assembly inputs
# turbine configuration
# rotor
self.connect("rotor_diameter", ["aep_a.rotor_diameter", "tcc_a.rotor_diameter", "bos_a.rotor_diameter"])
self.connect("max_tip_speed", ["aep_a.max_tip_speed"])
self.connect("max_power_coefficient", "aep_a.max_power_coefficient")
self.connect("opt_tsr", "aep_a.opt_tsr")
self.connect("cut_in_wind_speed", "aep_a.cut_in_wind_speed")
self.connect("cut_out_wind_speed", "aep_a.cut_out_wind_speed")
self.connect("altitude", "aep_a.altitude")
self.connect("shear_exponent", "aep_a.shear_exponent")
self.connect("wind_speed_50m", "aep_a.wind_speed_50m")
self.connect("weibull_k", "aep_a.weibull_k")
self.connect("soiling_losses", "aep_a.soiling_losses")
self.connect("array_losses", "aep_a.array_losses")
self.connect("availability", "aep_a.availability")
self.connect("thrust_coefficient", "aep_a.thrust_coefficient")
self.connect("max_efficiency", "aep_a.max_efficiency")
self.connect("blade_number", "tcc_a.blade_number")
self.connect("advanced_blade", "tcc_a.advanced_blade")
# drivetrain
self.connect(
"machine_rating",
["aep_a.machine_rating", "tcc_a.machine_rating", "bos_a.machine_rating", "opex_a.machine_rating"],
)
self.connect("drivetrain_design", ["aep_a.drivetrain_design", "tcc_a.drivetrain_design"])
self.connect("crane", "tcc_a.crane")
self.connect("advanced_bedplate", "tcc_a.advanced_bedplate")
# tower
self.connect("hub_height", ["aep_a.hub_height", "tcc_a.hub_height", "bos_a.hub_height"])
self.connect("advanced_tower", "tcc_a.advanced_tower")
# plant configuration
# climate
self.connect("sea_depth", ["bos_a.sea_depth", "opex_a.sea_depth", "fin_a.sea_depth"])
self.connect("offshore", "tcc_a.offshore")
# plant operation
self.connect("turbine_number", ["aep_a.turbine_number", "bos_a.turbine_number", "opex_a.turbine_number"])
# financial
self.connect("year", ["tcc_a.year", "bos_a.year", "opex_a.year"])
self.connect("month", ["tcc_a.month", "bos_a.month", "opex_a.month"])
self.connect("fixed_charge_rate", "fin_a.fixed_charge_rate")
self.connect("construction_finance_rate", "fin_a.construction_finance_rate")
self.connect("tax_rate", "fin_a.tax_rate")
self.connect("discount_rate", "fin_a.discount_rate")
self.connect("construction_time", "fin_a.construction_time")
self.connect("project_lifetime", "fin_a.project_lifetime")
# connections
self.connect("aep_a.rotor_thrust", "tcc_a.rotor_thrust")
self.connect("aep_a.rotor_torque", "tcc_a.rotor_torque")
self.connect("aep_a.net_aep", ["opex_a.net_aep"])
self.connect("tcc_a.turbine_cost", "bos_a.turbine_cost")
# create passthroughs for key output variables of interest
# aep_a
self.connect("aep_a.rated_rotor_speed", "rated_rotor_speed")
self.connect("aep_a.rated_wind_speed", "rated_wind_speed")
self.connect("aep_a.rotor_thrust", "rotor_thrust")
self.connect("aep_a.rotor_torque", "rotor_torque")
self.connect("aep_a.power_curve", "power_curve")
# self.connect('aep_a.max_efficiency','max_efficiency')
self.connect("aep_a.gross_aep", "gross_aep")
self.connect("aep_a.capacity_factor", "capacity_factor")
# tcc_a
self.connect("tcc_a.turbine_mass", "turbine_mass")
# fin_a
self.connect("fin_a.lcoe", "lcoe")
def configure(self):
"""
tcc_a inputs:
advanced_blade = Bool
offshore = Bool
assemblyCostMultiplier = Float
overheadCostMultiplier = Float
profitMultiplier = Float
transportMultiplier = Float
aep inputs:
array_losses = Float
other_losses = Float
fin inputs:
fixed_charge_rate = Float
construction_finance_rate = Float
tax_rate = Float
discount_rate = Float
construction_time = Float
bos inputs:
bos_multiplier = Float
inputs:
sea_depth
year
month
project lifetime
if csm opex additional inputs:
availability = Float()
if openwind opex additional inputs:
power_curve
rpm
ct
if with_landbos additional inputs:
voltage
distInter
terrain
layout
soil
"""
# configure base asesmbly
configure_extended_financial_analysis(self)
# add TurbineSE assembly
configure_turbine(self, self.with_new_nacelle, self.flexible_blade,
self.with_3pt_drive)
# replace TCC with turbine_costs
configure_lcoe_with_turb_costs(self)
# replace BOS with either CSM or landbos
if self.with_landbos:
configure_lcoe_with_landbos(self)
else:
configure_lcoe_with_csm_bos(self)
# replace OPEX with CSM or ECN opex
if self.with_ecn_opex and self.with_openwind:
configure_lcoe_with_openwind(self, ow_file, ow_wkbook)
configure_lcoe_with_ecn_opex(self, ecn_file)
self.connect(
'opex_a.availability', 'aep_a.availability'
) # connecting here due to aep / opex reversal depending on model
elif (not self.with_ecn_opex) and self.with_openwind:
configure_lcoe_with_openwind(self, ow_file, ow_wkbook)
configure_lcoe_with_csm_opex(self)
self.add(
'availability',
Float(
0.94,
iotype='in',
desc='average annual availbility of wind turbines at plant'
))
self.connect(
'availability', 'aep_a.availability'
) # connecting here due to aep / opex reversal depending on model
elif self.with_ecn_opex and (not self.with_openwind):
configure_lcoe_with_basic_aep(self)
configure_lcoe_with_ecn_opex(self, ecn_file)
self.connect(
'opex_a.availability', 'aep_a.availability'
) # connecting here due to aep / opex reversal depending on model
else:
configure_lcoe_with_basic_aep(self)
configure_lcoe_with_csm_opex(self)
self.add(
'availability',
Float(
0.94,
iotype='in',
desc='average annual availbility of wind turbines at plant'
))
self.connect(
'availability', 'aep_a.availability'
) # connecting here due to aep / opex reversal depending on model
# replace Finance with CSM Finance
configure_lcoe_with_csm_fin(self)
