Optimal Operation of a Benchmark Simulation Model for Sewer Networks Using a Qualitative Distributed Model Predictive Control Algorithm

被引:1
作者
Cembellin, Antonio [1 ]
Francisco, Mario [1 ]
Vega, Pastora [2 ]
机构
[1] Univ Salamanca, Higher Tech Sch Ind Engn, Comp & Automat Dept, Bejar 37700, Spain
[2] Univ Salamanca, Fac Sci, Comp & Automat Dept, Salamanca 37008, Spain
关键词
distributed model predictive control (DMPC); sewer network; fuzzy logic; REAL-TIME CONTROL; URBAN DRAINAGE SYSTEMS; OPTIMIZATION; MANAGEMENT;
D O I
10.3390/pr11051528
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
This article presents a distributed model predictive control algorithm including fuzzy negotiation among subsystems and a dynamic setpoint generation method, applied to a simulated sewerage network. The methodology considers WWTP as an additional objective of control. To improve the performance of a DMPC using a hydraulic model for prediction, a more detailed model has been considered including suspended solids concentration (TSS). The results obtained with the proposed methodology have been validated on a benchmark simulation model for sewer systems developed to test and compare methodologies, showing good performance.
引用
收藏
页数:25
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共 54 条
  • [1] Alex J., 2008, P 17 WORLD C IFAC
  • [2] [Anonymous], 1994, Essentials of Fuzzy Modeling and Control
  • [3] A critical review of integrated urban water modelling Urban drainage and beyond
    Bach, Peter M.
    Rauch, Wolfgang
    Mikkelsen, Peter S.
    McCarthy, David T.
    Deletic, Ana
    [J]. ENVIRONMENTAL MODELLING & SOFTWARE, 2014, 54 : 88 - 107
  • [4] Barbu M., 2016, P 20 INT C SYST THEO
  • [5] Barcelli D., 2008, THESIS U POLITECNICA
  • [6] Barreiro-Gomez J., 2015, P EUR CONTR C LINZ A
  • [7] Real time control (RTC) of urban drainage systems - A discussion of the additional efforts compared to conventionally operated systems
    Beeneken, T.
    Erbe, V.
    Messmer, A.
    Reder, C.
    Rohlfing, R.
    Scheer, M.
    Schuetze, M.
    Schumacher, B.
    Weilandt, M.
    Weyand, M.
    [J]. URBAN WATER JOURNAL, 2013, 10 (05) : 293 - 299
  • [8] A Fuzzy Expert System for Prioritizing Rehabilitation of Sewer Networks
    Ben Tagherouit, Wided
    Bennis, Saad
    Bengassem, Jamal
    [J]. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING, 2011, 26 (02) : 146 - 152
  • [9] Modelling and monitoring of integrated urban wastewater systems: review on status and perspectives
    Benedetti, Lorenzo
    Langeveld, Jeroen
    Comeau, Adrien
    Corominas, Lluis
    Daigger, Glen
    Martin, Cristina
    Mikkelsen, Peter Steen
    Vezzaro, Luca
    Weijers, Stefan
    Vanrolleghem, Peter A.
    [J]. WATER SCIENCE AND TECHNOLOGY, 2013, 68 (06) : 1203 - 1215
  • [10] Distributed Model Predictive Control Applied to a Sewer System
    Cembellin, Antonio
    Francisco, Mario
    Vega, Pastora
    [J]. PROCESSES, 2020, 8 (12) : 1 - 27