Open mmeism opened 2 years ago
Can I apply for the REFIT.h5 dataset? Thank you very much
Hi, @mmeism did you manage to solve the problem?
Hi, to solve this change line 250 in nilmtk/api.py
from this
test_mains=next(test.buildings[building].elec.mains().load(physical_quantity='power', ac_type='apparent', sample_period=self.sample_period))
to:
test_mains=next(test.buildings[building].elec.mains().load(physical_quantity='power', ac_type=self.power['mains'], sample_period=self.sample_period))
I have converted the Refit dataset with the convert_refit function resulting in a refit.h5 file. Now I have a problem when setting up an experiment with the refit.h5 file.
error code: Traceback (most recent call last): File "C:/Users/mime02/PycharmProjects/EnergyPredictionLSTM/Evaluation/NILMTK/NILMTK_con.py", line 168, in
api_res = API(refit)
File "C:\Users\mime02\Anaconda3\envs\nilm\lib\site-packages\nilmtk\api.py", line 46, in init
self.experiment()
File "C:\Users\mime02\Anaconda3\envs\nilm\lib\site-packages\nilmtk\api.py", line 105, in experiment
self.test_jointly(d)
File "C:\Users\mime02\Anaconda3\envs\nilm\lib\site-packages\nilmtk\api.py", line 250, in test_jointly
test_mains=next(test.buildings[building].elec.mains().load(physical_quantity='power', ac_type='apparent', sample_period=self.sample_period))
File "C:\Users\mime02\Anaconda3\envs\nilm\lib\site-packages\nilmtk\elecmeter.py", line 451, in load
last_node = self.get_source_node(kwargs)
File "C:\Users\mime02\Anaconda3\envs\nilm\lib\site-packages\nilmtk\elecmeter.py", line 576, in get_source_node
loader_kwargs = self._convert_physical_quantity_and_ac_type_to_cols(loader_kwargs)
File "C:\Users\mime02\Anaconda3\envs\nilm\lib\site-packages\nilmtk\elecmeter.py", line 560, in _convert_physical_quantity_and_ac_type_to_cols
raise MeasurementError(msg)
nilmtk.exceptions.MeasurementError: AC type 'apparent' not available. Available columns = [('power', 'active')].
Closing remaining open files:C:\Users\refit.h5
How can I fix this issue? Hope you can help
My code is:
refit = { 'power': { 'mains': ['apparent', 'active'], 'appliance': ['apparent', 'active'] }, 'sample_rate': 100,
}
api_res = API(refit)