0.7.3 - optimisation with besos

accim/funcs_for_besos/param_accis.py

@@ -0,0 +1,18 @@
+
+def modify_VSToffset(building, value):
+    import accim.sim.accis_single_idf_funcs as accis
+    accis.modifyAccis(
+        idf=building,
+        ComfStand=1,
+        CAT=3,
+        ComfMod=3,
+        # SetpointAcc=1000,
+        HVACmode=2,
+        VentCtrl=0,
+        CoolSeasonStart='01/02',
+        CoolSeasonEnd='01/03',
+        VSToffset=value,
+        # MinOToffset=50,
+        # MaxWindSpeed=50
+    )
+    return

accim/sample_files/script_usage/besos_parametric_accis_functions_imported.py

@@ -0,0 +1,73 @@
+from besos import eppy_funcs as ef
+from besos.evaluator import EvaluatorEP
+from besos.optimizer import NSGAII
+from besos.parameters import RangeParameter,  Parameter, GenericSelector
+from besos.problem import EPProblem
+from besos.objectives import VariableReader, MeterReader
+
+import accim.sim.accis_single_idf_funcs as accis
+import accim.funcs_for_besos.param_accis as bf
+
+##
+
+building = ef.get_building('TestModel_onlyGeometryForVRFsystem_2zones_CalcVent_V2310.idf')
+
+accis.addAccis(
+    idf=building,
+    ScriptType='vrf_mm',
+    SupplyAirTempInputMethod='temperature difference',
+    Output_keep_existing=False,
+    Output_type='standard',
+    Output_freqs=['hourly'],
+    # EnergyPlus_version='9.4',
+    TempCtrl='temperature',
+    Output_gen_dataframe=True,
+)
+
+##
+
+# def modify_accis(building, value):
+#     accis.modifyAccis(
+#         idf=building,
+#         ComfStand=1,
+#         CAT=3,
+#         ComfMod=3,
+#         # SetpointAcc=1000,
+#         HVACmode=2,
+#         VentCtrl=0,
+#         CoolSeasonStart='01/02',
+#         CoolSeasonEnd='01/03',
+#         VSToffset=value,
+#         # MinOToffset=50,
+#         # MaxWindSpeed=50
+#     )
+#     return
+
+##
+parameters_set = [
+    Parameter(
+        name='VSToffset',
+        selector=GenericSelector(set=bf.modify_VSToffset),
+        value_descriptor=RangeParameter(min_val=0.1, max_val=0.9)
+    ),
+]
+
+##
+
+objectives = [
+    MeterReader("Electricity:Facility", name="Electricity Usage"),
+]
+
+evaluator = EvaluatorEP(
+    problem=EPProblem(
+        inputs=parameters_set,
+        outputs=objectives,
+        minimize_outputs=[
+            True
+        ],
+    ),
+    building=building,
+)
+
+
+results1 = NSGAII(evaluator, evaluations=1, population_size=3)

accim/sample_files/script_usage/besos_parametric_apmv.py

@@ -15,7 +15,7 @@
 import numpy as np
 
 import accim.sim.apmv_setpoints as apmv
-import accim.funcs_for_besos.apmv as bf
+import accim.funcs_for_besos.param_apmv as bf
 
 
 

besos_parametric_accis_class.py

@@ -0,0 +1,74 @@
+from besos import eppy_funcs as ef
+from besos.evaluator import EvaluatorEP
+from besos.optimizer import NSGAII
+from besos.parameters import RangeParameter,  Parameter, GenericSelector
+from besos.problem import EPProblem
+from besos.objectives import VariableReader, MeterReader
+
+import accim.sim.accis_single_idf as accis
+import accim.funcs_for_besos.param_accis as bf
+
+##
+
+building = ef.get_building('TestModel_onlyGeometryForVRFsystem_2zones_CalcVent_V2310.idf')
+
+x = accis.addAccis(
+    idf=building,
+    ScriptType='vrf_mm',
+    SupplyAirTempInputMethod='temperature difference',
+    Output_keep_existing=False,
+    Output_type='standard',
+    Output_freqs=['hourly'],
+    # EnergyPlus_version='9.4',
+    TempCtrl='temperature',
+    Output_gen_dataframe=True,
+
+)
+
+##
+
+# def modify_accis(building, value):
+#     x.modifyAccis(
+#         # idf=building,
+#         ComfStand=1,
+#         CAT=3,
+#         ComfMod=3,
+#         # SetpointAcc=1000,
+#         HVACmode=2,
+#         VentCtrl=0,
+#         CoolSeasonStart='01/02',
+#         CoolSeasonEnd='01/03',
+#         VSToffset=value,
+#         # MinOToffset=50,
+#         # MaxWindSpeed=50
+#     )
+#     return
+
+##
+parameters_set = [
+    Parameter(
+        name='VSToffset',
+        selector=GenericSelector(set=bf.modify_accis),
+        value_descriptor=RangeParameter(min_val=0.1, max_val=0.9)
+    ),
+]
+
+##
+
+objectives = [
+    MeterReader("Electricity:Facility", name="Electricity Usage"),
+]
+
+evaluator = EvaluatorEP(
+    problem=EPProblem(
+        inputs=parameters_set,
+        outputs=objectives,
+        minimize_outputs=[
+            True
+        ],
+    ),
+    building=building,
+)
+
+
+results1 = NSGAII(evaluator, evaluations=1, population_size=3)

besos_parametric_accis_functions_imported.py

@@ -0,0 +1,73 @@
+from besos import eppy_funcs as ef
+from besos.evaluator import EvaluatorEP
+from besos.optimizer import NSGAII
+from besos.parameters import RangeParameter,  Parameter, GenericSelector
+from besos.problem import EPProblem
+from besos.objectives import VariableReader, MeterReader
+
+import accim.sim.accis_single_idf_funcs as accis
+import accim.funcs_for_besos.param_accis as bf
+
+##
+
+building = ef.get_building('TestModel_onlyGeometryForVRFsystem_2zones_CalcVent_V2310.idf')
+
+accis.addAccis(
+    idf=building,
+    ScriptType='vrf_mm',
+    SupplyAirTempInputMethod='temperature difference',
+    Output_keep_existing=False,
+    Output_type='standard',
+    Output_freqs=['hourly'],
+    # EnergyPlus_version='9.4',
+    TempCtrl='temperature',
+    Output_gen_dataframe=True,
+)
+
+##
+
+# def modify_accis(building, value):
+#     accis.modifyAccis(
+#         idf=building,
+#         ComfStand=1,
+#         CAT=3,
+#         ComfMod=3,
+#         # SetpointAcc=1000,
+#         HVACmode=2,
+#         VentCtrl=0,
+#         CoolSeasonStart='01/02',
+#         CoolSeasonEnd='01/03',
+#         VSToffset=value,
+#         # MinOToffset=50,
+#         # MaxWindSpeed=50
+#     )
+#     return
+
+##
+parameters_set = [
+    Parameter(
+        name='VSToffset',
+        selector=GenericSelector(set=bf.modify_VSToffset),
+        value_descriptor=RangeParameter(min_val=0.1, max_val=0.9)
+    ),
+]
+
+##
+
+objectives = [
+    MeterReader("Electricity:Facility", name="Electricity Usage"),
+]
+
+evaluator = EvaluatorEP(
+    problem=EPProblem(
+        inputs=parameters_set,
+        outputs=objectives,
+        minimize_outputs=[
+            True
+        ],
+    ),
+    building=building,
+)
+
+
+results1 = NSGAII(evaluator, evaluations=1, population_size=3)