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MingjunZhong / transferNILM

Transfer Learning for Non-Intrusive Load Monitoring
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The relationship of channel and appliance #5

Open rookie-song opened 4 years ago

rookie-song commented 4 years ago

@MingjunZhong Hello, Mr.Zhong! Thanks for your code. I have a question to ask you. For UK-DALE data, I want to know which channel is corresponding to kettle. In your py, I can find house1 channel10 and house2 channel 8 represent kettle, but how about other houses? How dou you know that? Thank you for taking the time to answer all my questions.

MingjunZhong commented 4 years ago

@rookie-song The channels can be found in the metadata. For UK-DALE data, when we were using it, only House 1&2 could be reliable for kettle. So house 1 was used for training and house 2 was for test. If the data were renewed now, you could check if other houses could also be reliable for use. Dose that make sense?

rookie-song commented 4 years ago

@rookie-song The channels can be found in the metadata. For UK-DALE data, when we were using it, only House 1&2 could be reliable for kettle. So house 1 was used for training and house 2 was for test. If the data were renewed now, you could check if other houses could also be reliable for use. Dose that make sense?

Thank you for your prompt reply！I understand now.