dataset pre-processing - Githubissues

sub-paper / MSDC-NILM

6 stars 2 forks source link

dataset pre-processing #2

Open atanasko opened 6 months ago

atanasko commented 6 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

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

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 4 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

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

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