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In order to solve the idling problem of the high-speed winding machine caused by the excessive shape variation of the traverse guide wire and realize the effective control of the mechanical equipment components, the traverse guide wire control system of the high-speed winding machine based on STM32F103 is designed. In the CPU main control circuit system, STM32F103 controller elements are set, and on this basis, the spindle collet and mechanical winding head are controlled to complete the main application module design of the control system. According to the principle of variable package transformation, judge the connection relationship between the equipment components, and then derive the elastic differential equation according to the solution result of the synchronous whirl frequency of the traverse guide wire to realize the dynamic modeling of the high-speed winding machine. The boundary conditions and finite element modal coefficients are solved respectively to achieve accurate calculation of modal control quantity. Combined with the results of relevant application components, the design of traverse guide wire control system of high-speed winding machine based on STM32F103 is completed. The experimental results show that under the action of the above system, the shape variation of the guide wire in the empty winding state is not more than 0.77 mm, and the shape variation of the guide wire in the full winding state is not more than 8.35 mm, and the deformation extreme value of 10 mm can not be reached all the time, which can solve the idling problem of the high-speed winding machine and meet the practical application requirements of effectively controlling the mechanical equipment components.