“…This recognition stems from its pivotal role in enhancing energy efficiency, integrating renewable energy sources, ensuring grid stability, enabling demand response programs, informing energy planning and policy formulation, and reducing costs for consumers (Nguyen et al, 2024;Seutche et al, 2021). Researchers leverage advanced data analytics techniques, such as pattern analysis and forecasting models, intending to optimize energy utilization, minimize waste, and accurately predict energy demand (Alsafasfeh, 2020;Anandika et al, 2023;Sarwosri et al, 2023). This empowers businesses, industries, and households to make data-informed decisions, implement energy conservation measures, and efficiently manage energy resources (Ramirez-Sanchez et al, 2022).…”