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首页> 外文期刊>International Journal of Applied Engineering Research >Fractional Order Automatic Generation Controller For A Multi Area Interconnected System Using Evolutionary Algorithms
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Fractional Order Automatic Generation Controller For A Multi Area Interconnected System Using Evolutionary Algorithms

机译:基于进化算法的多区域互联系统分数阶自动生成控制器

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摘要

This paper presents the implementation of Fractional Order PID controller as a supplementary controller to improve the dynamics of Load Frequency Control in an interconnected Power System. FOPID is a PID controller whose integral and derivative orders are of non-integer rather than integer. The extension of integration and derivative order from integer to fractional order provides more flexibility in the design of the controller there by improving the dynamics of the system. Using integral square error as performance criteria to be optimized, the FOPID controller parameters are optimized using Cat Swarm Optimization (CSO). The performance obtained with CSO is compared with PSO. The simulation results demonstrate that CSO has much better performance than PSO. Simulations have been performed using MATLAB/Simulink on a Three area interconnected Power System.
机译:本文介绍了分数阶PID控制器作为辅助控制器的实现,以改善互连电力系统中负载频率控制的动态性。 FOPID是PID控制器,其积分和微分阶次为非整数而不是整数。积分和微分阶数从整数阶到分数阶的扩展通过改进系统的动力学特性为控制器的设计提供了更大的灵活性。使用积分平方误差作为要优化的性能标准,使用Cat群优化(CSO)对FOPID控制器参数进行优化。将使用CSO获得的性能与PSO进行比较。仿真结果表明,CSO比PSO具有更好的性能。使用MATLAB / Simulink在三区域互连电源系统上进行了仿真。

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