Multi-variable extremum seeking control for high temperature heat pump system incorporating double refrigerant injection

•An high temperature heat pump system with double refrigerant injection is proposed.•A Modelica-based dynamic simulation model of the considering system is established.•The effectiveness of the multi-variable extremum seeking for saving power is verified.•The strategy shows excellent performance compared to static optimization results.