...
首页> 外文期刊>Neural computing & applications >Optimal design of fuzzy PID controller for deregulated LFC of multi-area power system via mine blast algorithm
【24h】

Optimal design of fuzzy PID controller for deregulated LFC of multi-area power system via mine blast algorithm

机译:基于矿井爆破算法的多区域电力系统失调LFC模糊PID控制器优化设计

获取原文
获取原文并翻译 | 示例

摘要

This paper presents a novel optimal fuzzy proportional–integral–derivative (fuzzy PID) controller for load frequency control (LFC) designed by a proposed approach of mine blast algorithm (MBA) for multi-interconnected areas. The system includes reheat thermal connected power systems with the effect of the governor dead zone and turbine generation rate constraint nonlinearity. The proposed approach is used to determine the optimal parameters of the fuzzy PID controller to minimize the integral time absolute error. The proposed controller is inserted in multi-interconnected power systems which are built in Simulink/MATLAB library; triangular membership function is used for fuzzy PID controller. Additionally, the optimum adjustment of the fuzzy PID controller parameters under contracted scenario for large step demands and disturbances is investigated by MBA. The obtained results are compared to those obtained via antlion optimizer, artificial bee colony, hybrid differential evolution particle swarm optimization and hybrid PSO pattern search algorithm. The obtained results confirmed the superiority of the proposed MBA in designing the fuzzy PID-LFC as it provides less error with best statistical parameters compared to the others.
机译:该文提出一种基于矿爆算法(MBA)的多互联区域负载频率控制(LFC)的新型最优模糊比例-积分-微分(模糊PID)控制器。该系统包括再热连接电力系统,其影响是调速器死区和涡轮机发电速率约束非线性。该方法用于确定模糊PID控制器的最优参数,以最小化积分时间绝对误差。将所提出的控制器插入到Simulink/MATLAB库中构建的多互连电源系统中;模糊PID控制器采用三角隶属函数。此外,MBA研究了大阶跃需求和扰动收缩情景下模糊PID控制器参数的优化调整。将所得结果与蚁狮优化器、人工蜂群、杂化差分进化粒子群优化和杂交粒子群搜索算法进行对比。所得到的结果证实了所提出的MBA在设计模糊PID-LFC方面的优势,因为与其他方法相比,它提供了更少的误差和最佳的统计参数。

著录项

获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号