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A Design of PI Controller using Stochastic Particle Swarm Optimization in Load Frequency Control of Thermal Power Systems

机译:火电系统负荷频率控制中基于随机粒子群优化的PI控制器设计

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In this work Proportional-Integral (PI) controller was designed and proposed for Load Frequency Control (LFC) of a single area reheat thermal power system. The controller parameters, Proportional (Kp), Integral gain (Ki) values, were optimized and properly tuned using the Stochastic Particle Swarm Optimization (SPSO) technique. Investigate power system comprises suitable governor, reheater and generator units. Three different objective functions are considered for investigation, Integral Absolute Error (IAE), Integral Square Error (ISE) and Integral Time Absolute Error (ITAE) with one percent Step Load (1% SLP). Finally, simulation results show that IAE based PI controller response settled quickly with minimum over and undershoot compared to other objective function based controller performance.
机译:在这项工作中,比例积分(PI)控制器被设计并提出用于单区域再热火电系统的负载频率控制(LFC)。控制器参数(比例(Kp),积分增益(Ki)值)已使用随机粒子群优化(SPSO)技术进行了优化和适当调整。调查电源系统包括合适的调速器,再热器和发电机单元。考虑使用三种不同的目标函数进行研究:积分绝对误差(IAE),积分平方误差(ISE)和具有1%步进负载(1%SLP)的积分时间绝对误差(ITAE)。最后,仿真结果表明,与其他基于目标函数的控制器性能相比,基于IAE的PI控制器响应能够以最小的过冲和下冲快速稳定下来。

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