Abstract: To achieve the goal of spacecraft autonomous thermal control, the Intelligent Agent decision-making architecture is applied to the spacecraft thermal control system based on micro-electro-mechanical systems (MEMS). With little human intervention(supervision or monitoring), the new intelligent spacecraft thermal control system autonomously modulates the control strategies and optimally regulates the control variables according to the identification or feedback of orbital thermal environmental parameters and internal heat load.