can anybody share the code of how to disaggregate electricity consumption of residential house....if the combined electricity consumption is 360kw the disaggregation algorithm should display the individual electricity consumption of devices like washing machine 1.10kw dishwasher 0.90 kw interms of minutes or hour
You may wish to refer to the following materials:
1. https://kilthub.cmu.edu/ndownloader/files/12255275
2. https://www.sciencedirect.com/science/article/abs/pii/S136403211630555X
3. Conference Paper NILMTK: An open source toolkit for non-intrusive load monitoring
Let me know if you do need further help as I'm currently working on a similar work. Best wishes
The energy usage is calculated using $E_{(kWh/min/hour/day)} = P_{(W)} × t_{(min/hour/day)} / 1000{(W/kW)}$. Where, E refers the Energy in kWh/(mins/hours/days), P denotes power in watts, t denotes time (mins/hours/days).
There a lot of materials available. Please refer.
Also check this:
https://www.enetics.com/Solutions/Solution-List/Category/Load-Disaggregation-NILM
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