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sub-paper / MSDC-NILM

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dataset pre-processing #2

Open atanasko opened 7 months ago

atanasko commented 7 months ago

Hello,

Thanks for the hard work to build this model architecture! I do try to use it, but I hit the wall with the data. In the dataset in the repository power consumption for the dishwasher is visualized like

image

but when i try to load the data from npy files (which are pre-processed) I have something like

image

and not sure where negative values come from. Any advice how data from REDD dataset are pre-processed?

Can this model be used for polyphase electric power device disaggregation?

Thanks in advance, Atanasko

xuuyangg commented 5 months ago

Hello,

Thanks for the hard work to build this model architecture! I do try to use it, but I hit the wall with the data. In the dataset in the repository power consumption for the dishwasher is visualized like

image

but when i try to load the data from npy files (which are pre-processed) I have something like

image

and not sure where negative values come from. Any advice how data from REDD dataset are pre-processed?

Can this model be used for polyphase electric power device disaggregation?

Thanks in advance, Atanasko

Are you replicating it now? I'm working on it too.

atanasko commented 5 months ago

Hello, Thanks for the hard work to build this model architecture! I do try to use it, but I hit the wall with the data. In the dataset in the repository power consumption for the dishwasher is visualized like image but when i try to load the data from npy files (which are pre-processed) I have something like image and not sure where negative values come from. Any advice how data from REDD dataset are pre-processed? Can this model be used for polyphase electric power device disaggregation? Thanks in advance, Atanasko

Are you replicating it now? I'm working on it too.

@xuuyangg I do not do much progress, so for the moment I'm looking other models.