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  • 标题:Economic MPC-LPV Control for the Operational Management of Water Distribution Networks
  • 本地全文:下载
  • 作者:Fatemeh Karimi Pour ; Vicenç Puig ; Gabriela Cembrano
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2019
  • 卷号:52
  • 期号:23
  • 页码:1-6
  • DOI:10.1016/j.ifacol.2019.11.014
  • 语种:English
  • 出版社:Elsevier
  • 摘要:This paper presents an Economic Model Predictive Control (EMPC) for the operational man- agement of water distribution networks (WDNs) with periodic operation based on embedding the nonlinearity of the model to the Linear Parameter Varying (LPV) model of WDNs. The performance of the WDN is identified by a set of difference-algebraic equations while the relation of hydraulic head/pressure and flow in connected pipes is nonlinear. In particular, the WDN model consists of two sections of nonlinear algebraic equations for bidirectional and umnidirectional flows in pipes, respectively. The proposed algorithm is embedded the nonlinear algebraic equations into the LPV model. The proposed control approach allows the controller to accommodate the scheduling parameters. By computing the prediction of the state variables along a prediction time horizon, the system model can be modifed according to the evaluation of the estimated state at each time instant. This iterative approach improves the implementation efficiency and reduces the computational burden compared to the solution of a non-linear optimization problem. Finally, the proposed strategy is applied to a well-known benchmark of the Richmond WDN. The closed-loop simulation results are shown and compared with other approaches by using several key performance indices.
  • 关键词:Economic Model Predictive Control;Linear Parameter Varying;Water Distribution Networks;Nonlinear MPC
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