基于woa的LQR策略的无刷直流电机最优控制

Sumit Sharma, N. Sharma, M. Bajaj, Vineet Kumar, F. Jurado, S. Kamel
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引用次数: 2

摘要

无刷直流(BLDC)电机由于其线性转矩-速度曲线,可以平滑控制其角速度和位置,因此在工业中得到了各种应用。本文提出了一种基于Whale优化算法(WOA)的线性二次型调节器(LQR)控制器策略,用于无刷直流电机的高效调速。对LQR- woa控制的无刷直流电动机的瞬态响应进行了评价,并与传统的LQR和PID控制器进行了比较。该方法在跟踪参考速度的同时,显著改善了瞬态的稳定时间。同时,在考虑系统输入阶跃扰动的情况下,讨论了所提方法的鲁棒性。进一步,在考虑无刷直流电机转速基准变化后,再次验证了所提方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal BLDC Motor Control Using a WOA-based LQR Strategy
The Brushless Direct Current (BLDC) motors find variety of application in industry because of their linear torque-speed curve, which allows smooth control of their angular speed and position. In this work, authors have proposed a novel Linear Quadratic Regulator (LQR) controller strategy based on Whale Optimization Algorithm (WOA) algorithm for the efficient control of speed of BLDC motor. The transient response obtained from LQR-WOA controlled BLDC motor has been evaluated and compared with that of conventional LQR and PID controllers. The proposed work has achieved significant improvements in settling time of the transients while tracking reference speed. Also, the robustness of the proposed method has been discussed after considering step disturbance in the input of the system. Further, the efficacy of proposed method has been re-verified after considering variations in speed reference of BLDC motor.
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