Energy efficiency is a growing concern for organizations energy cost reduction strategies of all sizes across diverse industries. Implementing robust energy management strategies not only reduces operational costs but also diminishes the environmental footprint. In the manufacturing sector, optimizing energy consumption can bring about significant