Summarizes the thermal-structure interaction simulation and optimization of high-speed precision machine tools. It begins by examining the current research status of high-speed precision machine tools followed by the thermal-structure interaction characteristic modeling and simulation of high-speed precision machine tools. Later chapters are related to the application of the topology optimization method and axial rotating heat pipe in high-speed precision machine tools.