TY - JOUR TI - Solar thermal control system based on variable frequency heat exchanger control technology AU - Wu Lingmin AU - Bao Mingquan JN - Thermal Science PY - 2021 VL - 25 IS - 4 SP - 3063 EP - 3071 PT - Article AB - Frequency conversion exchanger control is the critical technology of solar water heaters. It can integrate solar thermal technology and heat pump technology and makes solar thermal energy conversion efficiency higher. Based on this research background, the paper first discusses the principle of the technology. Then, it optimizes the system control strategy based on maximizing the utilization of heat energy and the highest efficiency ratio. Finally, the article established a deep learning model of solar radiation based on different time-sharing. The experimental simulation confirmed that the thermal energy control optimization algorithm model proposed in this paper could effectively predict thermal energy exchange.