基于元启发式技术的直流电动机速度PID控制器优化设计

M. M. Sabir, J. A. Khan
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引用次数: 50

摘要

直流电机用于许多工业应用,如伺服系统和速度控制应用。对于这样的系统,比例+积分+导数(PID)控制器通常是控制器的选择,因为它易于实现,坚固耐用,易于调整。PID控制器设计和调谐的所有经典方法都提供Kp, Ki和Kd的初始可行值,这些值经过进一步的手动微调以实现所需的性能。PID控制器参数的手动微调是一项艰巨的工作,需要专业知识和全面的领域知识。在本研究中,探索了一些用于PID控制器设计的元启发式算法,并将这些算法与经典算法进行了全面比较,以选择最佳的PID控制器设计和参数整定技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal Design of PID Controller for the Speed Control of DC Motor by Using Metaheuristic Techniques
DC motors are used in numerous industrial applications like servo systems and speed control applications. For such systems, the Proportional+Integral+Derivative (PID) controller is usually the controller of choice due to its ease of implementation, ruggedness, and easy tuning. All the classical methods for PID controller design and tuning provide initial workable values for Kp, Ki, and Kd which are further manually fine-tuned for achieving desired performance. The manual fine tuning of the PID controller parameters is an arduous job which demands expertise and comprehensive knowledge of the domain. In this research work, some metaheuristic algorithms are explored for designing PID controller and a comprehensive comparison is made between these algorithms and classical techniques as well for the purpose of selecting the best technique for PID controller design and parameters tuning.
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