Quasi-min-max Fuzzy MPC of UTSG Water Level Based on Off-Line Invariant Set

被引:32
|
作者
Liu, Xiangjie [1 ]
Jiang, Di [1 ]
Lee, Kwang Y. [2 ]
机构
[1] North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing, Peoples R China
[2] Baylor Univ, Dept Elect & Comp Engn, Waco, TX 76798 USA
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
Linear matrix inequalities; model predictive control; off-line computation; U-tube steam generator (UTSG) water level; MODEL-PREDICTIVE CONTROL; NUCLEAR STEAM-GENERATORS; POWER-PLANTS; NEUROFUZZY CONTROLLER; DESIGN; STABILITY; SYSTEMS;
D O I
10.1109/TNS.2015.2466658
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In a nuclear power plant, the water level of the U-tube steam generator (UTSG) must be maintained within a safe range. Traditional control methods encounter difficulties due to the complexity, strong nonlinearity and "swell and shrink" effects, especially at low power levels. A properly designed robust model predictive control can well solve this problem. In this paper, a quasi-min-max fuzzy model predictive controller is developed for controlling the constrained UTSG system. While the online computational burden could be quite large for the real-time control, a bank of ellipsoid invariant sets together with the corresponding feedback control laws are obtained by off-line solving linear matrix inequalities (LMIs). Based on the UTSG states, the online optimization is simplified as a constrained optimization problem with a bisection search for the corresponding ellipsoid invariant set. Simulation results are given to show the effectiveness of the proposed controller.
引用
收藏
页码:2266 / 2272
页数:7
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