A comprehensive review of machine learning and deep learning models for non-intrusive load monitoring: performance, analyses, practical insights, and emerging trends. - Muhammad Hammad Saleem; Muhammad Taha; Muhammad Asif Ali Rehmani; Shafiqur Rahman Tito; Snjezana Soltic; Pieter Nieuwoudt; Neel Pandey; Mollah Daud Ahmed (Appl. Intell., 2025)