Differential Evolution based TDF-IMC scheme for load frequency control of single-area power systems

Q2 Arts and Humanities Platonic Investigations Pub Date : 2019-10-01 DOI:10.1109/TENCON.2019.8929572
Bheem Sonker, Deepak Kumar, P. Samuel
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引用次数: 2

Abstract

This paper presents a differential evolution optimization based modified control configuration for load frequency control of single-area non-reheated thermal power system. The proposed scheme contains an internal model control (IMC) controller in the internal loop and a PID controller in the external loop. The IMC controller is designed by using low pass filters and a predictive model (PM) which is derived from the system model using the Routh approximation method. The tuning parameters of low pass filters and external loop controller are optimized by using Differential evolution (DE) optimization. The proposed method provides a faster external load disturbance rejection and gives better robustness under parameter uncertainties.
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基于差分演化的TDF-IMC单区电力系统负荷频率控制方法
提出了一种基于微分演化优化的改进控制结构,用于单区非再热火电系统的负荷频率控制。该方案包含一个内模控制(IMC)控制器在内环和一个PID控制器在外环。采用低通滤波器和预测模型(PM)设计了IMC控制器,该预测模型是利用Routh逼近法从系统模型中导出的。采用差分进化算法对低通滤波器和外环控制器的调谐参数进行了优化。该方法能够更快地抑制外部负载干扰,并在参数不确定性下具有较好的鲁棒性。
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来源期刊
Platonic Investigations
Platonic Investigations Arts and Humanities-Philosophy
CiteScore
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