A Model Predictive Water-Level Difference Control Method for Automatic Control of Irrigation Canals

被引:13
|
作者
Kong, Lingzhong [1 ]
Lei, Xiaohui [2 ]
Wang, Hao [1 ]
Long, Yan [2 ]
Lu, Longbin [3 ]
Yang, Qian [4 ]
机构
[1] Zhejiang Univ, Coll Civil Engn & Architecture, Hangzhou 310058, Zhejiang, Peoples R China
[2] China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing 100038, Peoples R China
[3] Beijing Univ Technol, Coll Architecture & Civil Engn, Beijing 100124, Peoples R China
[4] Hohai Univ, Coll Water Conservancy & Hydropower Engn, Nanjing 210098, Jiangsu, Peoples R China
来源
WATER | 2019年 / 11卷 / 04期
基金
美国国家科学基金会;
关键词
water level difference; MPC control; weight coefficient; canal automation;
D O I
10.3390/w11040762
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this paper, automatic control of the water level in an irrigation canal by automatic regulation of intermediate gates was studied. Previous scholars have proposed a water level difference control strategy that works to keep relative deviations in all pools the same for a particular situation where the operator does not have full control over the canal inflow, with the centralized linear quadratic regulator (LQR) control method used. While in practice, the deviation tolerance of pools may differ in some canals which limits the applicability of the control strategy. In this work, a weight coefficient was added to the deviation and the algorithm was improved to keep the relative deviations to certain proportions. The model predictive control (MPC) method was then used with this improved control strategy and was compared to the LQR control method using the same control strategy. The results showed that the improved strategy can keep the water level deviations in all pools to certain proportions, as is our objective. Also, under this difference control strategy, the MPC method greatly improved the control performance compared to the LQR control method.
引用
收藏
页数:17
相关论文
共 50 条
  • [21] Water-level control in hydropower plants
    Jimenez, Oscar F.
    Chaundhry, M.Hanif
    Journal of Energy Engineering, 1992, 118 (03) : 180 - 193
  • [22] A non-iterative cascaded predictive control approach for control of irrigation canals
    Negenborn, R. R.
    Sahin, A.
    Lukszo, Z.
    De Schutter, B.
    Morari, M.
    2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9, 2009, : 3552 - +
  • [23] Automatic downstream water-level feedback control of branching canal networks: Theory
    Wahlin, Brian T.
    Clemmens, Albert J.
    JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING, 2006, 132 (03) : 198 - 207
  • [24] Model Predictive Control for Water Level Control in the Case of Spills
    Tian, Xin
    Aydin, Boran Ekin
    Negenborn, Rudy R.
    van de Giesen, Nick
    Maria Maestre, Jose
    JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING, 2017, 143 (03)
  • [25] Dynamic flow simulation in irrigation canals with automatic gate control
    Parrish, JB
    Holly, FM
    COMPUTATIONAL METHODS IN WATER RESOURCES XI, VOL 2: COMPUTATIONAL METHODS IN SURFACE FLOW AND TRANSPORT PROBLEMS, 1996, : 295 - 301
  • [26] A hierarchical distributed model predictive control approach to irrigation canals: A risk mitigation perspective
    Zafra-Cabeza, Ascension
    Maestre, J. M.
    Ridao, Miguel A.
    Camacho, Eduardo F.
    Sanchez, Laura
    JOURNAL OF PROCESS CONTROL, 2011, 21 (05) : 787 - 799
  • [27] Overshoots in the water-level control of hydropower plants
    Vesipa, Riccardo
    Ridolfi, Luca
    RENEWABLE ENERGY, 2019, 131 : 800 - 810
  • [28] Intelligent water-level measuring and control instrument
    Zhang, YB
    Chang, XM
    Ma, FC
    Li, JB
    Wang, C
    Liu, R
    ICEMI'2001: FIFTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT AND INSTRUMENTS, VOL 1, CONFERENCE PROCEEDINGS, 2001, : 344 - 347
  • [29] An Automatic Tuning Method for Model Predictive Control Strategies
    Fontes, Raony M.
    Martins, Marcio A. F.
    Odloak, Darci
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2019, 58 (47) : 21602 - 21613
  • [30] Generalized predictive control model and simulating for canals
    An, Ning
    Wuhan Daxue Xuebao (Gongxue Ban)/Engineering Journal of Wuhan University, 2003, 36 (03):