Optimal salinity and water level control of water courses using Model Predictive Control

被引:9
作者
Aydin, Boran Ekin [1 ]
Tian, Xin [1 ]
Delsman, Joost [2 ]
Essink, Gualbert H. P. Oude [2 ,3 ]
Rutten, Martine [1 ]
Abraham, Edo [1 ]
机构
[1] Delft Univ Technol, Dept Water Management, NL-2628 CN Delft, Netherlands
[2] Deltares, Dept Subsurface & Groundwater, POB 85467, NL-3508 AL Utrecht, Netherlands
[3] Univ Utrecht, Dept Phys Geog, NL-3584 CS Utrecht, Netherlands
关键词
OPEN-CHANNEL FLOW; QUALITY; MANAGEMENT; QUANTITY; ENERGY; NEXUS; RIVER;
D O I
10.1016/j.envsoft.2018.11.010
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Worldwide, delta areas are under stress due to climate change. With rising sea levels and decreasing freshwater availability, surface water salinization due to groundwater exfiltration is expected to increase in these low-lying areas. To counteract surface water salinization, freshwater diverted from rivers is used to flush agricultural ditches. In this paper, we demonstrate a Model Predictive Control (MPC) scheme to control salinity and water levels in a water course while minimizing freshwater usage. A state space description of the discretized De Saint Venant and advection-dispersion equations for water and salt transport, respectively, is used as the internal model of the controller. The developed MPC scheme is tested using groundwater exfiltration data from two different representative Dutch polders. The tests demonstrate that water levels and salinity concentrations can successfully be controlled within set limits while minimizing the freshwater used.
引用
收藏
页码:36 / 45
页数:10
相关论文
共 40 条
[1]  
[Anonymous], 2016, MATLAB MATHWORKS
[2]   Dynamic Control of Salt Intrusion in the Mark-Vliet River System, The Netherlands [J].
Augustijn, Denie C. M. ;
van den Berg, Marcel ;
de Bruine, Erik ;
Korving, Hans .
WATER RESOURCES MANAGEMENT, 2011, 25 (03) :1005-1020
[3]  
Aydin BE, 2017, J IRRIG DRAIN ENG, V143, DOI [10.1061/(asce)ir.1943-4774.0001085, 10.1061/(ASCE)IR.1943-4774.0001085]
[4]   General characteristics of solutions to the open-channel flow, feedforward control problem [J].
Bautista, E ;
Strelkoff, TS ;
Clemmens, AJ .
JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING, 2003, 129 (02) :129-137
[5]   Considering the energy, water and food nexus: Towards an integrated modelling approach [J].
Bazilian, Morgan ;
Rogner, Holger ;
Howells, Mark ;
Hermann, Sebastian ;
Arent, Douglas ;
Gielen, Doff ;
Steduto, Pasquale ;
Mueller, Alexander ;
Komor, Paul ;
Tol, Richard S. J. ;
Yumkella, Kandeh K. .
ENERGY POLICY, 2011, 39 (12) :7896-7906
[6]  
Camacho E.F., 2007, ADV TK CONT SIGN PRO, DOI 10.1007/978-0-85729-398-5
[7]   A river water quality management model for optimising regional wastewater treatment using a genetic algorithm [J].
Cho, JH ;
Sung, KS ;
Ha, SR .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2004, 73 (03) :229-242
[8]   Simple optimal downstream feedback canal controllers: ASCE test case results [J].
Clemmens, AJ ;
Wahlin, BT .
JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING, 2004, 130 (01) :35-46
[9]   Natural saltwater upconing by preferential groundwater discharge through boils [J].
de Louw, P. G. B. ;
Vandenbohede, A. ;
Werner, A. D. ;
Essink, G. H. P. Oude .
JOURNAL OF HYDROLOGY, 2013, 490 :74-87
[10]   Upward groundwater flow in boils as the dominant mechanism of salinization in deep polders, The Netherlands [J].
de Louw, P. G. B. ;
Essink, G. H. P. Oude ;
Stuyfzand, P. J. ;
van der Zee, S. E. A. T. M. .
JOURNAL OF HYDROLOGY, 2010, 394 (3-4) :494-506