Constrained Predictive Control of an Irrigation Canal

被引:28
|
作者
Alvarez, A. [1 ]
Ridao, M. A. [1 ]
Ramirez, D. R. [1 ]
Sanchez, L.
机构
[1] Univ Seville, Dept Ingn Sistemas & Automat, Escuela Tecn Super Ingn, Seville 41092, Spain
关键词
Predictions; Irrigation; Canals; Algorithms; Model predictive control; Irrigation canal; Distributed control; Control algorithms; OPERATION; CHANNEL;
D O I
10.1061/(ASCE)IR.1943-4774.0000619
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
This paper presents the application of a distributed model predictive controller (DMPC) to the control of an accurate model of an actual irrigation canal in Spain. The canal is modeled using the Saint-Venant equations and implemented using the well-known Simulation of Irrigation Canals (SIC) modeling software for irrigation canals. The DMPC algorithm has been implemented in Matlab and interfaced to SIC. In the distributed-control algorithms, the local controllers exchange information so that their control policies are optimal in the sense of getting the best value of a performance index. The results show that the proposed distributed-control algorithm obtains better control performance than a more-conventional decentralized control scheme without information exchange. This better performance translates directly into money and resource savings.
引用
收藏
页码:841 / 854
页数:14
相关论文
共 50 条
  • [41] Efficient constrained model predictive control
    Lamburn, Darren J.
    Gibbens, Peter W.
    Dumble, Steven J.
    EUROPEAN JOURNAL OF CONTROL, 2014, 20 (06) : 301 - 311
  • [42] On the feasibility of constrained generalized predictive control
    Olaru, Sorin
    Dumur, Didier
    Dumitrache, Ioan
    UPB Scientific Bulletin, Series C: Electrical Engineering, 2010, 72 (04): : 65 - 76
  • [43] STABILIZING PROPERTIES OF CONSTRAINED PREDICTIVE CONTROL
    SCOKAERT, POM
    CLARKE, DW
    IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 1994, 141 (05): : 295 - 304
  • [44] CONSTRAINED STABLE GENERALIZED PREDICTIVE CONTROL
    ROSSITER, JA
    KOUVARITAKIS, B
    IEE PROCEEDINGS-D CONTROL THEORY AND APPLICATIONS, 1993, 140 (04): : 243 - 254
  • [45] CONSTRAINED STABLE GENERALIZED PREDICTIVE CONTROL
    HEATH, WP
    IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 1994, 141 (04): : 274 - 276
  • [46] Constrained cautious stable predictive control
    Rossiter, JA
    Gossner, JR
    Kouvaritakis, B
    IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 1997, 144 (04): : 313 - 323
  • [47] Predictive control of constrained hybrid systems
    Bemporad, A
    Morari, M
    NONLINEAR MODEL PREDICTIVE CONTROL, 2000, 26 : 71 - 98
  • [48] Constrained predictive control in continuous time
    Demircioglu, H
    Yavuzyilmaz, C
    IEEE CONTROL SYSTEMS MAGAZINE, 2002, 22 (04): : 57 - 67
  • [49] ON THE FEASIBILITY OF CONSTRAINED GENERALIZED PREDICTIVE CONTROL
    Olaru, Sorin
    Dumur, Didier
    Dumitrache, Ioan
    UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, 2010, 72 (04): : 53 - 64
  • [50] Disturbance rejection in constrained predictive control
    Rossiter, JA
    Chisci, L
    UKACC INTERNATIONAL CONFERENCE ON CONTROL '98, VOLS I&II, 1998, : 612 - 617