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Optimal Design of PID Controller for the Speed Control of DC Motor by Using Metaheuristic Techniques

机译:基于元启发式技术的直流电机速度控制PID控制器的优化设计。

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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 forKp,Ki, andKdwhich 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.
机译:直流电动机用于众多工业应用中,例如伺服系统和速度控制应用中。对于此类系统,比例+积分+导数(PID)控制器通常是首选控制器,因为它易于实现,坚固耐用且易于调整。用于PID控制器设计和调节的所有经典方法都提供了Kp,Ki和Kd的初始可用值,并对其进行了手动微调,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,需要专业知识和对该领域的全面了解。在这项研究工作中,探索了一些用于设计PID控制器的元启发式算法,并对这些算法与经典技术进行了全面比较,并选择了用于PID控制器设计和参数调整的最佳技术。

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