def __init__(self, nx):
""" Creates a new Assembly containing an aep component and a DAKOTA scanner"""
super(AEP_CSM_DAKOTA_Scanner, self).__init__()
print "initializing AEP CSM DAKOTA scanner"
self.infile = "dakota.aepcsm.in"
# Create DAKOTA Optimizer instance
driver = DAKOTADriver(self.infile)
self.add('driver', driver)
# Create Paraboloid component instances
self.add('aepcomp', aep_csm_assembly())
# Driver process definition
self.driver.workflow.add('aepcomp')
# DAKOTA input file
# write_input_X(nx, "dakota.in.generic.template", self.infile)
inp_dat = DAKOTAInput(
method = ["multidim_parameter_study", "partitions = %d %d" % (nx, nx)],
variables = [ "continuous_design = 2", "lower_bounds 4 1.3", "upper_bounds 15 3.5", "descriptors 'windSpeed50m' 'weibullK'"]
)
inp_dat.write_input(self.infile)
# WTPerf/DaKOTA Objective
self.driver.add_objective('aepcomp.aep')
# WTPERF test Design Variables
self.driver.add_parameter('aepcomp.windSpeed50m', low=4, high=15)
self.driver.add_parameter('aepcomp.weibullK', low=1.4, high=3.5)
def SelectComponents(self):
'''
Component selections for wrapping different models which calculate main outputs for cost analysis
'''
aepa = aep_csm_assembly()
self.add('aep1', aepa)
tccc = tcc_csm_component()
self.add('tcc', tccc)
bosc = bos_csm_component()
self.add('bos', bosc)
omc = om_csm_component()
self.add('om', omc)
finc = fin_csm_component()
self.add('fin', finc)
def __init__(self, nx):
""" Creates a new Assembly containing an aep component and a DAKOTA scanner"""
super(AEP_CSM_DAKOTA_Scanner, self).__init__()
print "initializing AEP CSM DAKOTA scanner"
self.infile = "dakota.aepcsm.in"
# Create DAKOTA Optimizer instance
driver = DAKOTADriver(self.infile)
self.add('driver', driver)
# Create Paraboloid component instances
self.add('aepcomp', aep_csm_assembly())
# Driver process definition
self.driver.workflow.add('aepcomp')
# DAKOTA input file
# write_input_X(nx, "dakota.in.generic.template", self.infile)
inp_dat = DAKOTAInput(
method=[
"multidim_parameter_study",
"partitions = %d %d" % (nx, nx)
],
variables=[
"continuous_design = 2", "lower_bounds 4 1.3",
"upper_bounds 15 3.5",
"descriptors 'windSpeed50m' 'weibullK'"
])
inp_dat.write_input(self.infile)
# WTPerf/DaKOTA Objective
self.driver.add_objective('aepcomp.aep')
# WTPERF test Design Variables
self.driver.add_parameter('aepcomp.windSpeed50m', low=4, high=15)
self.driver.add_parameter('aepcomp.weibullK', low=1.4, high=3.5)
