In recent years, the development trends of machine tools is toward low volume and high diversity production. However, current machine tools servo parameter settings out of factory cannot meet the needs of different types of processing, not to mention that weight of the workpiece loaded by the machine can affect its dynamic response. Therefore, adjusting controller parameters according to different workpiece quality requirements becomes extremely important. This article describes and introduces the development of inertia estimation technology for current domestic and foreign CNC controllers.