基于改进正弦余弦算法的PID控制器的直流电动机速度控制

Serdar Ekinci, B. Hekimoğlu, A. Demirören, Erdal Eker
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引用次数: 10

摘要

将电能转化为机械能的直流电机几乎应用于工业的各个领域。因此,直流电机的速度控制是非常重要的,为此,通常比例+积分+导数(PID)控制器是首选。本研究旨在通过设计一种采用改进正弦余弦算法(ISCA)调谐的PID控制器,即ISCA-PID控制器,来提高直流电动机的速度响应。与最初的SCA和其他元启发式算法不同,ISCA技术具有平衡的探索和利用过程。在暂态响应、频率响应和干扰负载响应分析方面,将所提出的ISCA-PID控制器的性能与文献中现有的两种方法进行了比较。分析结果证实了所提出的ISCA-PID控制器的稳定性,并成功地抑制了干扰负载。
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Speed Control of DC Motor Using Improved Sine Cosine Algorithm Based PID Controller
Direct current (DC) motors that convert electrical energy into mechanical energy are used in almost every field of industry. Therefore, speed control of DC motor is very important and for this purpose generally proportional + integral + derivative (PID) controllers are preferred. In this study, it is aimed to improve the speed response of DC motor by designing a PID controller tuned by improved sine cosine algorithm (ISCA), namely the ISCA-PID controller. Unlike the original SCA and other meta-heuristic algorithms, the ISCA technique has balanced exploration and exploitation processes. The performance of the proposed ISCA-PID controller was compared with two current approaches in the literature in terms of transient response, frequency response and disturbance load response analyzes. The results of these analyzes confirmed the stability of the proposed ISCA-PID controller and its success in suppressing the disturbance loads.
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