In the U.S., smart home energy management systems (SHEMS) integrated with solar-plus-battery installations enable homeowners to monitor, automate and optimize energy use, reduce utility bills, manage solar export and participate in grid programs. With favorable federal incentives (e.g., Investment Tax …