Question：sample-period

OdysseasKr / neural-disaggregator

Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.

MIT License

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Question：sample-period #34

Open Merelynn opened 4 years ago

Merelynn commented 4 years ago

Hello： I‘m confused about the sample_period, I set sample_period=1 for the dish washer but get bad results, the predict result can hardly match the actual data.May I ask about the sample_period for dish washer and microwave and how you choose the value of them.Thanks a lot!

OdysseasKr commented 4 years ago

Hi @Merelynn, sorry for the extremely late reply. Typically the sampling period depends on the dataset. REDD samples data every 1sec and UKDALE every 6sec. This is the same sample_period that I usually use. Regarding the bad results, this can depend on the train data you might use, the number of epochs or other parameters.