基于ABC算法的模糊pid -(1+ pid)控制器在多微电网负荷频率控制中的应用

2021 4th International Conference on Recent Developments in Control, Automation & Power Engineering (RDCAPE) Pub Date : 2021-10-07 DOI:10.1109/RDCAPE52977.2021.9633638

Satyabrata Dalei, B. P. Sahoo, Ramendranath Polai, Anubhav Nanda, Sujit Kumar Minz

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引用次数: 0

摘要

本文提出了基于(1+PIDD)级联的模糊PID控制器的优化设计，即基于人工蜂群(ABC)算法的模糊PID-(1+PIDD)控制器，用于多微电网(MMG)的频率调节。设计了MMG模型，并采用ABC对PID、1+PIDD、PID-(1+PIDD)和基于模糊的PID-(1+PIDD)控制器进行了整定。采用时间乘绝对误差积分(ITAE)作为适应度函数对控制器参数进行调谐。ABC自整定模糊PID-(1+PIDD)控制器的优越性在于其性能优于ABC自整定PID、1+PIDD和PID-(1+PIDD)。在这些控制器中，提出的模糊pid -(1+PIDD)控制器实现了最小的ITAE和改进的动态响应。

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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ABC Algorithm Based Fuzzy-Pid-(1+Pidd) Controller for Load Frequency Control in Multi Microgrids

This study presents optimal design of Fuzzy based PID cascaded with (1+PIDD) named as Fuzzy-PID-(1+PIDD) controller using Artificial Bee Colony (ABC) algorithm for frequency regulation in Multi Micro Grid (MMG). The MMG model is designed and ABC is used to tune PID, 1+PIDD, PID-(1+PIDD) and Fuzzy based PID-(1+PIDD) controller. Controller parameters are tuned using Integral of Time multiplied Absolute Error (ITAE) as fitness function. The superiority of ABC tuned Fuzzy-PID-(1+PIDD) controller is established by its superior performance compared to ABC tuned PID, 1+PIDD, and PID-(1+PIDD). Out of these controllers the minimum ITAE and improved dynamic response achieved by proposed Fuzzy-PID-(1+PIDD) controller.

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来源期刊

2021 4th International Conference on Recent Developments in Control, Automation & Power Engineering (RDCAPE)

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