def execute(self):

        ni = len(self.rotor_loads_cid)
        self.freq_factor = []
        for factor in self.freq_factor_cid:
            if factor.freq_factor:
                self.freq_factor.append(factor.freq_factor)

        # rotor loads
        for name in self.rotor_loads.list_vars():
            try:
                value = np.array([getattr(self.rotor_loads_cid[i], name)[-1]
                                 for i in range(ni)])
                setattr(self.rotor_loads, name, value)
            except:
                pass

        # hub loads
        for name in self.hub_loads.list_vars():
            try:
                value = np.array([getattr(self.hub_loads_cid[i], name)[-1]
                                 for i in range(ni)])
                setattr(self.hub_loads, name, value)
            except:
                pass

        # operational data
        for name in self.oper.list_vars():
            try:
                value = np.array([getattr(self.oper_cid[i], name)[-1]
                                 for i in range(ni)])
                setattr(self.oper, name, value)
            except:
                pass

        # blade_loads
        self.blade_loads = DistributedLoadsArrayVT()
        for i, case in enumerate(self.blade_loads_cid):
            try:
                self.blade_loads.add('load%i'%i, VarTree(case.loads_array[-1], iotype='out'))
                self.blade_loads.loads_array.append('load%i'%i)
            except:
                self._logger.warning('failed setting blade_loads.load%i' % i)

        # blade_disps
        tip_pos = []
        tip_rot = []
        self.blade_disps = BeamDisplacementsArrayVT()
        for i, case in enumerate(self.blade_disps_cid):
            try:
                self.blade_disps.add('disp%i'%i, VarTree(case.disps_array[-1], iotype='out'))
                tip_pos.append(case.disps_array[-1].main_axis[-1, :])
                tip_rot.append(case.tip_rot[-1])
            except:
                self._logger.warning('failed setting blade_disps.disp%i' % i)

        self.blade_disps.tip_pos = np.array(tip_pos)
        self.blade_disps.tip_rot = np.array(tip_rot)
class AeroElasticSolverCaseIter(Component):
    """
    Class that iterates over a list of cases computed using a AeroElasticSolverBase class
    """

    wt = VarTree(AeroelasticHAWTVT(), iotype='in', desc='Turbine definition')
    inflow = VarTree(TurbineEnvironmentCaseListVT(), iotype='in', desc='Inflow conditions')

    oper = VarTree(RotorOperationalDataArray(), iotype='out', desc='Operational data')
    rotor_loads = VarTree(RotorLoadsArrayVT(), iotype='out', desc='Rotor torque, power, and thrust')
    blade_loads = VarTree(DistributedLoadsArrayVT(), iotype='out', desc='Spanwise load distributions')
    blade_disps = VarTree(BeamDisplacementsArrayVT(), iotype='out', desc='Blade deflections and rotations')
class H2SCIDPostProcess(Component):
    """
    Component to gather the CID outputs from lists to the corresponding
    variabletree
    """

    blade_loads_cid = List(iotype='in', desc='Blade distributed loads')
    blade_disps_cid = List(iotype='in', desc='Blade axis displacements')
    hub_loads_cid = List(iotype='in', desc='Hub Loads')
    rotor_loads_cid = List(iotype='in', desc='Rotor Loads')
    oper_cid = List(iotype='in', desc='Rotor Loads')

    freq_factor_cid = List(iotype='in')

    blade_loads = VarTree(DistributedLoadsArrayVT(),
                          iotype='out', desc='Blade distributed loads')
    blade_disps = VarTree(BeamDisplacementsArrayVT(),
                          iotype='out', desc='Blade axis displacements')
    rotor_loads = VarTree(RotorLoadsArrayVT(),
                          iotype='out', desc='Rotor Loads')
    hub_loads = VarTree(PointLoadArray(),
                          iotype='out', desc='Hub Loads')
    oper = VarTree(RotorOperationalDataArray(),
                          iotype='out', desc='Rotor operational data')

    freq_factor = List(iotype='out')

    def execute(self):

        ni = len(self.rotor_loads_cid)
        self.freq_factor = []
        for factor in self.freq_factor_cid:
            if factor.freq_factor:
                self.freq_factor.append(factor.freq_factor)

        # rotor loads
        for name in self.rotor_loads.list_vars():
            try:
                value = np.array([getattr(self.rotor_loads_cid[i], name)[-1]
                                 for i in range(ni)])
                setattr(self.rotor_loads, name, value)
            except:
                pass

        # hub loads
        for name in self.hub_loads.list_vars():
            try:
                value = np.array([getattr(self.hub_loads_cid[i], name)[-1]
                                 for i in range(ni)])
                setattr(self.hub_loads, name, value)
            except:
                pass

        # operational data
        for name in self.oper.list_vars():
            try:
                value = np.array([getattr(self.oper_cid[i], name)[-1]
                                 for i in range(ni)])
                setattr(self.oper, name, value)
            except:
                pass

        # blade_loads
        self.blade_loads = DistributedLoadsArrayVT()
        for i, case in enumerate(self.blade_loads_cid):
            try:
                self.blade_loads.add('load%i'%i, VarTree(case.loads_array[-1], iotype='out'))
                self.blade_loads.loads_array.append('load%i'%i)
            except:
                self._logger.warning('failed setting blade_loads.load%i' % i)

        # blade_disps
        tip_pos = []
        tip_rot = []
        self.blade_disps = BeamDisplacementsArrayVT()
        for i, case in enumerate(self.blade_disps_cid):
            try:
                self.blade_disps.add('disp%i'%i, VarTree(case.disps_array[-1], iotype='out'))
                tip_pos.append(case.disps_array[-1].main_axis[-1, :])
                tip_rot.append(case.tip_rot[-1])
            except:
                self._logger.warning('failed setting blade_disps.disp%i' % i)

        self.blade_disps.tip_pos = np.array(tip_pos)
        self.blade_disps.tip_rot = np.array(tip_rot)
Exemple #4
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class HAWC2SDistributed(Assembly):
    """
    Assembly for running HAWC2S in parallel using a CaseIteratorDriver

    parameters
    -----------
    wsp: array-like
        array of wind speeds. pitch and RPM will either be interpolated from
        the opt file or computed on the fly
    htc_master_file: string
        name of HAWC2S master file.
        For now the master file HAS TO be named hawc2s_master.htc !!!
    hawc2bin: string
        absolute path to HAWC2S executable

    optional parameters:
    --------------------
    bladegeom: BladeGeometryVT
        IDOtools blade geometry VarTree
    beamprops: BeamStructureVT
        IDOtools blade beam structural properties
    radius: float
        blade length
    """

    # For now the master file HAS TO be named hawc2s_master.htc !!!
    htc_master_file = Str(iotype='in')
    model_name = Str('hawc2s_model', iotype='in')
    hawc2bin = Str(iotype='in')
    designTSR = Float(7.5, iotype='in')
    vartrees_out = VarTree(HAWC2VarTrees(), iotype='out')
    controller = VarTree(DTUBasicControllerVT(), iotype='in')

    wt = VarTree(AeroelasticHAWTVT(), iotype='in', desc='Turbine definition')
    inflow = VarTree(TurbineEnvironmentCaseListVT(), iotype='in', desc='Inflow conditions')

    case_list = Dict(iotype='in', desc='Dictionary of TurbineEnvironmentVT case inputs')

    oper = VarTree(RotorOperationalDataArray(), iotype='out', desc='Operational data')
    rotor_loads = VarTree(RotorLoadsArrayVT(), iotype='out', desc='Rotor torque, power, and thrust')
    blade_loads = VarTree(DistributedLoadsArrayVT(), iotype='out', desc='Spanwise load distributions')

    blade_disps = VarTree(BeamDisplacementsArrayVT(), iotype='out', desc='Blade deflections and rotations')

    def configure_hawc2s(self, htc_master_file=''):

        # Generate simple CID cases
        self.add('casegen', MakeCases())
        self.driver.workflow.add('casegen')
        self.create_passthrough('casegen.user_cases')

        self.htc_master_file = htc_master_file

        if not self.htc_master_file == '':
            # Read Input file for data initialization
            self.reader = HAWC2InputReader()
            self.reader.htc_master_file = self.htc_master_file
            self.reader.execute()

            self.casegen.vartrees = self.reader.vartrees.copy()
            self.vartrees_out = self.reader.vartrees.copy()

        # connect FUSED-Wind inflow variables used by HAWC2S
        self.connect('inflow.vhub', 'casegen.wsp')
        self.connect('inflow.density[0]', 'casegen.vartrees.wind.density')

        self.connect('designTSR',
                     'casegen.vartrees.dlls.risoe_controller.dll_init.designTSR')
        self.connect('designTSR',
                     'vartrees_out.dlls.risoe_controller.dll_init.designTSR')

        # add case iterator with HAWC2 wrapper
        self.add('h2', HAWC2SCaseIter())
        self.driver.workflow.add('h2')
        self.connect('model_name', 'h2.model_name')
        self.connect('hawc2bin', 'h2.hawc2bin')
        self.connect('casegen.cases', 'h2.vartrees')
        self.connect('casegen.case_ids', 'h2.case_ids')
 
        self.create_passthrough('h2.sequential')
        self.create_passthrough('h2.set_tsr_flag')
        self.h2.output.commands = self.reader.vartrees.h2s.commands

        # postprocess CID cases
        self.add('h2post', H2SCIDPostProcess())
        self.driver.workflow.add('h2post')
        self.connect('h2.rotor_loads', 'h2post.rotor_loads_cid')
        self.connect('h2.blade_loads', 'h2post.blade_loads_cid')
        self.connect('h2.hub_loads', 'h2post.hub_loads_cid')
        self.connect('h2.blade_disps', 'h2post.blade_disps_cid')
        self.connect('h2.oper', 'h2post.oper_cid')

        self.connect('h2post.rotor_loads', 'rotor_loads')
        self.connect('h2post.blade_loads', 'blade_loads')
        self.connect('h2post.blade_disps', 'blade_disps')
        self.connect('h2post.oper', 'oper')

        self.create_passthrough('h2post.hub_loads')


        # taken out for now ...
        # self.add('h2interp', H2SResInterp())
        # self.driver.workflow.add('h2interp')
        # self.connect('h2post.rotor_loads', 'h2interp.rotor_loads')
        # self.connect('h2post.blade_loads', 'h2interp.blade_loads')
        # self.connect('h2post.hub_loads', 'h2interp.hub_loads')
        # self.connect('h2post.blade_disps', 'h2interp.blade_disps')
        # self.connect('h2post.oper', 'h2interp.oper')        
        
        # self.create_passthrough('h2interp.rotor_loads_i')
        # self.create_passthrough('h2interp.blade_loads_i')
        # self.create_passthrough('h2interp.hub_loads_i')
        # self.create_passthrough('h2interp.blade_disps_i')
        # self.create_passthrough('h2interp.oper_i')
        self.log_level = logging.DEBUG

    def configure_geometry(self):

        self.add('geom', HAWC2GeometryBuilder())
        self.driver.workflow.add('geom')
        self.create_passthrough('geom.bladegeom', alias='pfIn')
        # self.create_passthrough('geom.blade_length')
        self.connect('wt.blade_length', 'geom.blade_length')
        self.create_passthrough('geom.interp_from_htc', alias='planform_interp_from_htc')
        self.create_passthrough('geom.blade_ni_span')
        self.connect('geom.blade_ae', 'casegen.vartrees.blade_ae')
        self.connect('geom.blade_ae', 'vartrees_out.blade_ae')
        # this should be changed
        self.geom.c12axis_init = self.reader.vartrees.blade_ae.c12axis.copy()

    def configure_freq_placement(self, freq_type='ae'):

        self.h2.configure_freq_placement_cid(freq_type=freq_type)
        self.connect('h2.freq_factor', 'h2post.freq_factor_cid')
        self.create_passthrough('h2post.freq_factor')
        self.create_passthrough('h2.mode_freq')
        self.create_passthrough('h2.mode_damp')
        self.create_passthrough('h2.mode_target_freq')
        self.create_passthrough('h2.mode_target_damp')

    def configure_controller_tuning(self):

        self.controller = self.reader.vartrees.dlls.risoe_controller.dll_init.copy()
        for att in self.controller.list_vars():
            if att == 'designTSR':
                continue
            self.connect('controller.'+att,
                         'casegen.vartrees.dlls.risoe_controller.dll_init.'+att)
            self.connect('controller.'+att,
                         'vartrees_out.dlls.risoe_controller.dll_init.'+att)

    def configure_structure(self):

        self.add('beam_st', HAWC2BeamStructureIDO())
        self.driver.workflow.add('beam_st')
        self.connect('wt.blade1.beam_structure', 'beam_st.beam_structure')
        self.connect('beam_st.h2beam_structure', 'casegen.vartrees.blade_structure')
        self.connect('beam_st.h2beam_structure', 'vartrees_out.blade_structure')

    def _pre_execute(self):
        super(HAWC2SDistributed, self)._pre_execute()

        self.tt = time.time()

    def _post_execute(self):
        super(HAWC2SDistributed, self)._post_execute()

        t = time.time() - self.tt
        self._logger.info('HAWC2S time: %f' % t)