Abstract: Nonintrusive load monitoring (NILM) aims to disaggregate household power usage into individual appliance consumption, enabling efficient demand management. However, existing models struggle ...

Abstract: Fluctuations in electricity demand between peak and off-peak periods create significant challenges for modern power grids, including reduced operational efficiency, decreased reliability, ...

Mar. 2, 2026 Icy moons circling the outer planets may be far more dynamic—and explosive—than they appear. New research suggests that when heat from tidal forces melts their ice shells from below, the ...