Flood Control with Model Predictive Control for River Systems with Water Reservoirs

被引:26
作者
Breckpot, Maarten [1 ]
Agudelo, Oscar Mauricio [2 ]
De Moor, Bart [3 ]
机构
[1] Katholieke Univ Leuven, Dept Elect Engn ESAT SCD SISTA, Res Fdn Flanders FWO, B-3001 Louvain, Belgium
[2] Katholieke Univ Leuven, Dept Elect Engn ESAT SCD SISTA, B-3001 Louvain, Belgium
[3] Katholieke Univ Leuven, Dept Elect Engn ESAT SCD SISTA, iMinds Future Hlth Dept, B-3001 Louvain, Belgium
关键词
Control systems; Feedback control; Floods; Kalman filters; Open-channel flow; Optimization; River systems; IRRIGATION; IMPLEMENTATION; SIMULATION;
D O I
10.1061/(ASCE)IR.1943-4774.0000577
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Many control strategies can be found in the literature for controlling river systems. One of these methods is model predictive control (MPC), and it has already shown its efficiency for set-point control of reaches and irrigation channels. This paper shows that MPC can also be used for flood control of river systems. The proposed controllers use the buffer capacity of water reservoirs in an optimal way when there is a risk of flooding, and they recover the used buffer capacity as fast as possible. The performance of the controllers is tested on a river system consisting of multiple channels, gates, and a water reservoir. One controller is used in combination with a Kalman filter, which estimates all the states of the river system on the basis of a very limited number of measured water levels. It was observed that the influence of this estimator on the control performance was minimal. (C) 2013 American Society of Civil Engineers.
引用
收藏
页码:532 / 541
页数:10
相关论文
共 34 条
[1]  
[Anonymous], 2000, Numerical Optimization
[2]  
[Anonymous], 2003, CRC P CONTROL SER
[3]   Flood regulation using nonlinear model predictive control [J].
Blanco, Toni Barjas ;
Willems, Patrick ;
Chiang, Po-Kuan ;
Haverbeke, Niels ;
Berlamont, Jean ;
De Moor, Bart .
CONTROL ENGINEERING PRACTICE, 2010, 18 (10) :1147-1157
[4]   Improved proportional-integral (PI) logic for canal automation [J].
Burt, CM ;
Mills, RS ;
Khalsa, RD ;
Ruiz, V .
JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING, 1998, 124 (01) :53-57
[5]  
Chaudry M.H., 2008, Open-Channel Flow, V2nd
[6]  
Chow V. T., 1959, Open-channel Hydraulics
[7]   Simulation of automatic canal control systems [J].
Clemmens, AJ ;
Bautista, E ;
Wahlin, BT ;
Strand, RJ .
JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING, 2005, 131 (04) :324-335
[8]  
Cunge J.A., 1980, PRACTICAL ASPECTS CO
[9]  
Franklin G. F., 1997, DIGITAL CONTROL DYNA
[10]  
Henderson F. M., 1966, Open channel flow