a neural network-pso based control for brushless dc motors for minimizing commutation torque ripple
نویسندگان
چکیده
this paper presents the method of reducing torque ripple of brushless dc (bldc) motor. the commutation torque ripple is reduced by control of the dc link voltage during the commutation time. the magnitude of voltage and commutation time is estimated by a neural network and optimized with an optimization method named particle swarm optimization (pso) algorithm analysis. the goal of optimization is to minimize the error between the command torque and real torque and doesn’t need knowledge of the conduction interval of the three phases. it adaptively adjusts the dc link voltage in commutation duration so that commutation torque ripple is effectively reduced. in this paper, the performance of the proposed brushless dc (bldc) control is compared with that of conventional bldc drives without input voltage control.
منابع مشابه
A Neural Network-PSO Based Control for Brushless DC Motors for Minimizing Commutation Torque Ripple
This paper presents the method of reducing torque ripple of brushless DC (BLDC) motor. The commutation torque ripple is reduced by control of the DC link voltage during the commutation time. The magnitude of voltage and commutation time is estimated by a neural network and optimized with an optimization method named particle swarm optimization (PSO) algorithm analysis. The goal of optimizati...
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Bo Tan 1,*, Zhiguang Hua 1, Lu Zhang 2 and Chun Fang 1 1 Shaanxi Key Laboratory of Small & Special Electrical Machine and Drive Technology, Northwestern Polytechnical University, Xi’an 710072, China; [email protected] (Z.H.); [email protected] (C.F.) 2 Xi’an Flight Automatic Control Research Institute, Xi’an 710065, China; [email protected] * Correspondence: [email protected]; Tel.: +86-...
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عنوان ژورنال:
مهندسی برق و الکترونیک ایرانجلد ۷، شماره ۲، صفحات ۱۵-۲۲
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