Implementation of Grasshopper optimization algorithm based cascaded fuzzy PD-PI controller for frequency stability in a multi-area power system

被引:7
作者
Tripathy, Debasis [1 ]
Behera, Sadasiva [1 ]
Choudhury, N. B. Dev [1 ]
机构
[1] Natl Inst Technol, Dept Elect Engn, Silchar 788010, Assam, India
关键词
Cascade control; Fuzzy logic control; Grasshopper optimization algorithm; Load frequency control; Multi area power system;
D O I
10.1080/09720502.2020.1731947
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This article proposed a Grasshopper optimization algorithm (GOA) based cascade controller i.e. fuzzy-PD with PI controller (FPD-PI) for the study of load frequency control. A three unequal-area interconnected power system employed with thermal units has been considered for the present study. Initially, the performance of the GOA technique is verified over the Ant-lion optimization technique with integral square error (ISE) as an objective function. Finally, the supremacy of the proposed FPD-PI controller is verified over other benchmark controllers namely PID and fuzzy-PID with GOA, after ensuring the superiority of integral time multiplied absolute error (ITAE) over ISE.
引用
收藏
页码:335 / 345
页数:11
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