Optimal feed-water level control for steam generator in nuclear power plant based on meta-heuristic optimization

被引:9
|
作者
Demerdash, Nehad Ali [1 ]
El-Hameed, Mohamed A. [2 ]
Eisawy, Ezzat A. [3 ]
El-Arini, Mahdy M. [2 ]
机构
[1] Egyptian Nucl & Radiol Regulatory Author, Nucl Safety Engn Dept, Cairo, Egypt
[2] Zagazig Univ, Dept Elect Power & M Cs, Zagazig, Egypt
[3] Egyptian Nucl & Radiol Regulatory Author, Safety Installat Sect, Cairo, Egypt
关键词
Pressurized water reactor; dynamic model simulation; steam generator; meta-heuristic optimization; NEUROFUZZY CONTROLLER; PREDICTIVE CONTROL; DESIGN; SIMULATION; REACTOR; MODEL; STABILITY;
D O I
10.1080/16878507.2020.1748350
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Optimal control systems are crucial requirement that emphasize the safe operation of pressurized water reactor (PWR) nuclear power plants. The present study focuses on steam generator (SG) feedwater control as being one of the main PWR equipment that is affected directly by grid load transients. Therefore, recent nature inspired meta-heuristic optimization algorithms are applied on SG level control in order to achieve better performance of PWR. The integral time absolute error in SG water level is forming the cost function to be minimized within the necessary constraints. The decision variables are the gains of two principle PI controllers. The complete dynamic model of the system is simulated using Simulink/Matlab. The effectiveness of the proposed controllers is validated and proved by examining the dynamic performance of the plant under sudden load transients compared with other controllers found in literature. Cropped results demonstrated that controllers' parameters with the proposed algorithms provide better control capabilities compared with other methods.
引用
收藏
页码:468 / 484
页数:17
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