Abstract: Load data from power network clusters indicates economic development in each area, crucial for predicting regional trends and guiding power enterprise decisions. The Transformer model, a ...

Abstract: Nonintrusive load monitoring (NILM) strives to achieve real-time monitoring of individual appliance energy consumption and usage by leveraging aggregate power readings. Most of the existing ...