• Limited generation capacity and penetration of renewables need demand response. Energy-storing water heaters are suitable for response with scheduling. Artificial intelligence potentially suited due to patterned hot usage. Review scheduling techniques machine learning optimal Machine clear advantages over classical control strategies. A high renewable energy sources such as wind power photovo...