Effective Load Frequency Control of Power System with Two-Degree Freedom Tilt-Integral-Derivative Based on Whale Optimization Algorithm

被引:14
|
作者
Sahu, Preeti Ranjan [1 ]
Simhadri, Kumaraswamy [2 ]
Mohanty, Banaja [3 ]
Hota, Prakash Kumar [3 ]
Abdelaziz, Almoataz Y. [4 ]
Albalawi, Fahad [5 ]
Ghoneim, Sherif S. M. [5 ]
Elsisi, Mahmoud [6 ,7 ]
机构
[1] NIST Inst Sci & Technol, Dept Elect & Elect Engn, Berhampur 761008, Odisha, India
[2] Aditya Inst Technol & Management, Dept EEE, Tekkali 532201, Andhra Pradesh, India
[3] Veer Surendra Sai Univ Technol, Dept Elect Engn, Burla 768018, Odisha, India
[4] Future Univ Egypt, Fac Engn & Technol, Cairo 11835, Egypt
[5] Taif Univ, Coll Engn, Dept Elect Engn, POB 11099, Taif 21944, Saudi Arabia
[6] Natl Kaohsiung Univ Sci & Technol, Dept Elect Engn, Kaohsiung 807618, Taiwan
[7] Benha Univ, Fac Engn Shoubra, Dept Elect Engn, Cairo 11629, Egypt
关键词
two-degree freedom tilt-integral-derivative filter (2DOFTIDF); automatic generation control (AGC); whale optimization algorithm (WOA); AUTOMATIC-GENERATION CONTROL; SEARCH ALGORITHM; PID CONTROLLER; AGC; DESIGN; FILTER;
D O I
10.3390/su15021515
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Nowadays, the operation and control of power systems are a big challenge. An essential part of the power system (PS) control is load frequency control (LFC). Different secondary controllers are implemented for the frequency control problem. Hence, cascaded two-degree freedom and a tilt-integral-derivative controller having a filter (2DOFTIDF) are intended in this paper and implemented for load frequency control. In order to determine the efficiency of the 2DOFTIDF controller, a well-known non-reheat thermal system with/without a governor dead band is considered. A new whale optimization algorithm (WOA) is used to enhance the suggested controller parameters. The predominance of the presented method is exhibited by comparing the consequences with different heuristic techniques tuned to controllers published recently. Further, the simulation results for two test cases indicate that system enactments are enhanced by introducing the suggested controller and are also best suited in the presence of system nonlinearity. Finally, random load fluctuation along with noise and changing the system parameters are also used to determine the reliability of the suggested controller. Compared to the WOA-tuned TIDF controller, the settling time of Delta F-1, Delta F-2,F- and Delta P-Tie is improved by 45.45%, 56.77%, and 20.26%, respectively, with the WOA-tuned 2DOFTIDF controller and by 40%, 48.27%, and 20%, respectively, with the DE-tuned TIDF controller. Experimental validation using the hardware-in-the-loop real-time simulation based on OPAL-RT has been carried out to confirm the viability of the proposed approach.
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页数:20
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