article·2011-01-01

Design of industrial sewing control system of energy-saving motor based on DSP

Guo Jifeng

Abstract

In order to address the problem of low electric efficiency of clutch asynchronous motors used abundantly in the industrial sewing machine control systems,an energy saving motor control system based on the DSP was designed.The industrial sewing machine control system is hysteretic,time-variant and nonlinear,hence the conventional PID control algorithm will reduce the serviceability and reliability of the system because the PID parameters cannot be adjusted timely when the controlled objects are varying.Considering this phenomenon,BP neural algorithm is added to the conventional PID control algorithm,whose self-learning and self-adjusting capabilities help realize the thoughts that parameters of a PID controller can regulate themselves as the system is varying.Furthermore,applying the BP-PID algorithm,MatLab simulations of the energy saving motor control system are conducted,and the results of the simulations demonstrate that the control performance of BP-PID is more super than that of conventional PID.Lastly,the BP algorithm is synthesized in the software design,and achieves a satisfactory result.
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Research context

OpenAlex topics: Advanced Sensor and Control Systems · Advanced Algorithms and Applications

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