OdysseasKr/online-nilm

question about sliding windows paper.

Hessen525 opened this issue · 1 comments

Hessen525 commented

Hi, sir
Thanks for your awesome work, but I have a question. -What is the meaning of parameters for state detect, how did you used it? If just It look likes this project load these parameters but didn't employ it. Does it mean delete data of unfit parameters from original data?
660D4CA3-1716-4DBE-9F0E-C75273BBF187

Thanks.

OdysseasKr commented

Hi @Hessen525, sorry for the late reply. Here's an explanation of the parameters:

  • Max power: The max power that is detected for the consumption of the appliance. Used for min-max scaling.
  • On power threshold: The wattage threshold for detecting a power on. This means that if the appliance consumes more than the threshold, it is considered powered-on, otherwise off. It is used for the computation of the metrics.
  • Mean and std of power: Mean and std of the consumption signal of the appliance. Used for normalization