Electric water heating systems have become an essential component in residential, commercial, and industrial infrastructure. These systems are widely used for providing consistent hot water supply in households, hotels, hospitals, and manufacturing units. Over the years, technological advancements have significantly improved energy efficiency, safety features, and operational performance....