Research has been conducted on optimizing energy systems, including cooling load prediction and allocation for refrigeration systems in indoor ice rinks, with evidence from China. Various studies have explored different approaches, such as renewable energy consumption optimization, topology modeling, and adaptive reinforcement learning frameworks. The focus of these studies appears to be on developing efficient and sustainable energy systems, although the specific applications and methods vary.