• DocumentCode
    3163628
  • Title

    A service reliability model predictive control with dynamic safety stocks and actuators health monitoring for drinking water networks

  • Author

    Grosso, J.M. ; Ocampo-Martinez, Carlos ; Puig, Vicenc

  • Author_Institution
    Adv. Control Syst. Res. Group (SAC), Inst. de Robot. i Inf. Ind. (UPC), Barcelona, Spain
  • fYear
    2012
  • fDate
    10-13 Dec. 2012
  • Firstpage
    4568
  • Lastpage
    4573
  • Abstract
    This paper presents a model predictive control strategy to assure reliability in drinking water networks given a customer service level and a forecasting demand. The underlying idea concerns a two-layer hierarchical control structure. The upper layer performs a local steady-state optimization to set up an inventory replenishment policy based on dynamic safety stocks for each tank in the network. At the same stage, actuators health is revised to set up their next maximum allowable degradation in order to efficiently distribute overall control effort and guarantee system availability. In the lower layer, a model predictive control algorithm is implemented to compute optimal control set-points to minimize a multi-objective cost function. Simulation results in the Barcelona drinking water network have shown the effectiveness of the dynamic safety stocks allocation and the actuators health monitoring to assure service reliability and optimizing network operational costs.
  • Keywords
    condition monitoring; customer services; forecasting theory; inventory management; optimal control; optimisation; reliability; safety; tanks (containers); water storage; water supply; Barcelona drinking water network; actuator health monitoring; actuators health monitoring; customer service level; dynamic safety stocks allocation; forecasting demand; inventory replenishment policy; local steady-state optimization; model predictive control; multiobjective cost function; network operational cost optimisation; optimal control; service reliability; tank; two-layer hierarchical control structure; Actuators; Economics; Optimization; Reliability; Safety; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
  • Conference_Location
    Maui, HI
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4673-2065-8
  • Electronic_ISBN
    0743-1546
  • Type

    conf

  • DOI
    10.1109/CDC.2012.6426036
  • Filename
    6426036