DE-Algorithm-Optimized Fuzzy-PID Controller for AGC of Integrated Multi Area Power System with HVDC Link

被引:6
|
作者
Feleke, Solomon [1 ]
Satish, Raavi [2 ]
Tatek, Workagegn [1 ]
Abdelaziz, Almoataz Y. [3 ]
El-Shahat, Adel [4 ]
机构
[1] DebreBerhan Univ, Dept Elect & Comp Engn, Debreberhan 445, Ethiopia
[2] Anil Neerukonda Inst Technol & Sci A, Dept Elect & Elect Engn, Visakhapatnam 531162, Andhra Pradesh, India
[3] Future Univ Egypt, Fac Engn & Technol, Cairo 11835, Egypt
[4] Purdue Univ, Sch Engn Technol, Energy Technol Program, W Lafayette, IN 47906 USA
关键词
AGC; area control error; fuzzy; PID; differential evolution; HVDC; AUTOMATIC-GENERATION CONTROL; DATA INJECTION ATTACKS; DIFFERENTIAL EVOLUTION; PREDICTIVE CONTROL; DESIGN;
D O I
10.3390/en15176174
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
A power system's nonlinearity and complexity increase from time to time due to increases of power demand. Therefore, properly designed power system controlsare required. Without these, system instability will cause equipment failures, and possibly even cascading events and blackouts. To cope with this, intelligent controllers using soft computing are necessary for real time operation. In this paper, the reheat type three-area thermal power system is considered, and the output scaling factors, gain parameters of fuzzy membership functions, and parameters of fuzzy-proportional integral derivative (FPID) controllers are optimized using a differential evolution (DE) optimization techniqueand integral time multiplied absolute error (ITAE) as objective functions. To improve the limitations of the controller and to enhance stability of the system, high voltage direct current (HVDC) technology is advantageous due to its quickresponse capabilities. In this paper, a HVDC is connected in parallel to the system, revealing that a FPID controller with a HVDC provides better and more accurate resultscompared to a system without a controller. The test results presented in this paper show the proposed controller's suitability for managing random load changes.
引用
收藏
页数:21
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