...
首页> 外文期刊>ISA Transactions >A robust PID controller based on imperialist competitive algorithm for load-frequency control of power systems
【24h】

A robust PID controller based on imperialist competitive algorithm for load-frequency control of power systems

机译:基于帝国竞争算法的鲁棒PID控制器在电力系统负荷频率控制中的应用

获取原文
获取原文并翻译 | 示例
           

摘要

A new PID controller for resistant differential control against load disturbance is introduced that can be used for load frequency control (LFC) application. Parameters of the controller have been specified by using imperialist competitive algorithm (ICA). Load disturbance, which is due to continuous and rapid changes of small loads, is always a problem for load frequency control of power systems. This paper introduces a new method to overcome this problem that is based on filtering technique which eliminates the effect of this kind of disturbance. The object is frequency regulation in each area of the power system and decreasing of power transfer between control areas, so the parameters of the proposed controller have been specified in a wide range of load changes by means of ICA to achieve the best dynamic response of frequency. To evaluate the effectiveness of the proposed controller, a three-area power system is simulated in MATLAB/SIMULINK. Each area has different generation units, so utilizes controllers with different parameters. Finally a comparison between the proposed controller and two other prevalent PI controllers, optimized by GA and Neural Networks, has been done which represents advantages of this controller over others.
机译:引入了一种新的PID控制器,用于抵抗负载干扰的差分控制,可用于负载频率控制(LFC)应用。控制器的参数已通过帝国主义竞争算法(ICA)指定。由小负载的连续快速变化引起的负载扰动一直是电力系统负载频率控制的问题。本文介绍了一种基于滤波技术的克服该问题的新方法,该方法消除了此类干扰的影响。目的是在电力系统的每个区域进行频率调节,并减少控制区域之间的功率传递,因此,已通过ICA在广泛的负载变化范围内指定了所建议控制器的参数,以实现最佳的频率动态响应。 。为了评估所提出控制器的有效性,在MATLAB / SIMULINK中模拟了一个三区域电源系统。每个区域具有不同的发电单元,因此要使用具有不同参数的控制器。最终,对提出的控制器与另外两个通过GA和神经网络优化的流行PI控制器进行了比较,这代表了该控制器相对于其他控制器的优势。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
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