“…Solar power, as a renewable energy source, has gained widespread attention due to its abundant supply and environmental sustainability . The polycrystalline silicon material plays a crucial role in the production of solar cells, converting solar energy into electricity with high efficiency. , Purification of solar-grade silicon into volatile liquids, such as trichlorosilane (TCS), is a common method crucial to the development of the solar industry. − Spouted bed reactors are commonly employed for the production of TCS due to the advantages of efficient gas–solid mixing, high heat and mass transfer efficiency, and effective temperature control. However, the complexity of the multiphase flow process and heat and mass transfer process in the reactor is intensified by the coupling of gas–solid flow and chemical reaction.…”