Enhancing the efficiency and effectiveness of water treatment plants is crucial to satisfy growing demands while minimizing environmental impact. Techniques for improvement can significantly improve plant performance by lowering energy consumption, maximizing water usage, and enhancing treatment quality. These strategies often involve a combination