Water Level Control of Steam Generator in Nuclear Power Plant Based on Intelligent MFAC-PID

被引:0
|
作者
Du, Yonglu [1 ]
Li, Haotian [1 ]
Fei, Minrui [1 ]
Wang, Ling [1 ]
Zhang, Pinggai [1 ]
Zhao, Wanqing [2 ]
机构
[1] Shanghai Univ, Shanghai Key Lab Power Stn Automat Technol, Sch Mechatron Engn & Automat, Shanghai 200072, Peoples R China
[2] Univ East Anglia, Sch Comp Sci, Norwich NR4 7TJ, Norfolk, England
关键词
Steam generator; Water level control; Human learning optimization; Model-free adaptive control; Data-driven;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As an indispensable key equipment in nuclear power plants, the water level control of steam generators directly affects the quality of exported steam, which is critical to the safe operation of nuclear power plant units. The controlled object, water level control system often has the characteristics of time lag, inertia and time-varying, and it is difficult to achieve the desired control effect using the classical control method. To solve the above problem, this paper proposes an intelligent model-free adaptive control and PID (IMFAC-PIDA) approach, in which an improved MFAC controller is designed to enhance the performance of the system, and the adaptive simplified human learning optimization (ASHLO) algorithm is used to optimize the parameter of the designed controller. Finally, the simulation experiments show that the proposed IMFAC-PIDA significantly outperforms other four control approaches.
引用
收藏
页码:2549 / 2554
页数:6
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