Improving Power Consumption Prediction: Addressing the Challenge of Minimal Mains Power Fluctuation

Existing\ methods\ have\ a\ limited\ and\ isolated\ input\ window,\ rendering\ them\ ineffective\ when\ there\ is\ minimal\ fluctuation\ in\ the\ mains\ power\ within\ the\ input\ window.\ Expanding\ the\ input\ window\ size\ drastically\ leads\ to\ an\ undesirable\ escalation\ in\ the\ number\ of\ model\ parameters.