BLDC Motor speed control with dynamic adjustment of PID coefficients: Comparison of fuzzy and classic PID

Selahattin Guntay, Ismail Saritas
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Abstract

Brushless DC (BLDC) motors, which have small volumes, are widely used in many areas from the aviation industry to industrial applications due to their high efficiency and torque. In parallel with the development of technology, the field of use continues to expand with the development of BLDC engine (BLDCM) control strategies and the decrease in control costs. In this thesis study, it is aimed to minimize the observed changes in rotor speed compared to the reference speed. To achieve this, PID parameters were tried to be changed simultaneously with fuzzy control techniques, taking the error value as a reference. The control system of the BLDC engine was designed in the MATLAB/Simulink environment. In the simulation, the operating stability of classical PID and PID with updated fuzzy-based parameters on two engines with the same features was compared at different speeds. As a result of the research, it was concluded that the correction of the speed observed in the rotor of the PID-controlled motor, whose fuzzy logic-based coefficients were updated, based on the reference speed was more stable and the percentage of exceedance for the reference value was lower, compared to the classical PID controlled motor.
利用 PID 系数的动态调整控制 BLDC 电机速度:模糊 PID 与传统 PID 的比较
无刷直流(BLDC)电机体积小,但由于效率高、扭矩大,被广泛应用于从航空业到工业应用的许多领域。在技术发展的同时,随着无刷直流发动机(BLDCM)控制策略的发展和控制成本的降低,其应用领域也在不断扩大。本论文研究的目标是最大限度地减少转子速度相对于参考速度的变化。为实现这一目标,尝试使用模糊控制技术同时改变 PID 参数,并将误差值作为参考。BLDC 发动机的控制系统是在 MATLAB/Simulink 环境下设计的。在仿真中,比较了经典 PID 和基于模糊参数更新的 PID 在两台具有相同特性的发动机上不同转速下的运行稳定性。研究结果表明,与传统的 PID 控制电机相比,基于模糊逻辑系数更新的 PID 控制电机转子中观察到的速度修正更加稳定,参考值的超标百分比更低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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