Constrained Predictive Control of an Irrigation Canal

被引:29
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 28 条
  • [1] [Anonymous], SIM IRR CAN SIC 4 32
  • [2] Begovich O, 2004, P 11 C LAT CONTR AUT
  • [3] Begovich O, 2007, LAT AM APPL RES, P37
  • [4] Camacho E.F., 2007, ADV TK CONT SIGN PRO, DOI 10.1007/978-0-85729-398-5
  • [5] Cellier F. E., 1991, CONTINUOUS SYSTEM MO
  • [6] GENERALIZED PREDICTIVE CONTROL .1. THE BASIC ALGORITHM
    CLARKE, DW
    MOHTADI, C
    TUFFS, PS
    [J]. AUTOMATICA, 1987, 23 (02) : 137 - 148
  • [7] Predictive control method for decentralized operation of irrigation canals
    Gómez, M
    Rodellar, J
    Mantecón, JA
    [J]. APPLIED MATHEMATICAL MODELLING, 2002, 26 (11) : 1039 - 1056
  • [8] Johansson R., 1993, System Modelling and Identification
  • [9] Landau I.D., 1990, SYSTEM IDENTIFICATIO
  • [10] ADAPTIVE AND NON-ADAPTIVE MODEL PREDICTIVE CONTROL OF AN IRRIGATION CHANNEL
    Lemos, Joao M.
    Machado, Fernando
    Nogueira, Nuno
    Rato, Luis
    Rijo, Manuel
    [J]. NETWORKS AND HETEROGENEOUS MEDIA, 2009, 4 (02) : 303 - 324