DocumentCode :
3606811
Title :
Quasi-min-max Fuzzy MPC of UTSG Water Level Based on Off-Line Invariant Set
Author :
Xiangjie Liu ; Di Jiang ; Lee, Kwang Y.
Author_Institution :
State Key Lab. of Alternate Electr. Power Syst. with Renewable Energy Sources, North China Electr. Power Univ., Beijing, China
Volume :
62
Issue :
5
fYear :
2015
Firstpage :
2266
Lastpage :
2272
Abstract :
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.
Keywords :
fission reactor design; fuzzy control; linear matrix inequalities; nuclear power stations; nuclear reactor steam generators; predictive control; LMI; U-tube steam generator; UTSG water level; constrained UTSG system; ellipsoid invariant set bank; feedback control law; low power level; nonlinearity effect; nuclear power plant; off-line invariant set; off-line solving linear matrix inequality; online computational burden; online optimization problem; predictive control model design; quasimin-max fuzzy MPC; quasimin-max fuzzy model predictive controller; real-time control; shrink effect; swell effect; traditional control method; Computational modeling; Generators; Level control; Optimization; Power generation; Predictive models; Linear matrix inequalities; U-tube steam generator (UTSG) water level; model predictive control; off-line computation;
fLanguage :
English
Journal_Title :
Nuclear Science, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9499
Type :
jour
DOI :
10.1109/TNS.2015.2466658
Filename :
7274489
Link To Document :
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