Skip to main content
Top

2017 | OriginalPaper | Chapter

A Parametrized NMPC Strategy for Pressure Reducing Valves

Authors : Carlos Felipe Ilha Pereira, André Murilo, Anderson Quadros, Walter de Britto Vidal Filho

Published in: CONTROLO 2016

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Water loss due to leakage is a major concern for water distribution operations. Being mainly caused by pipe deterioration and high values of pressure, these have several negative features. Pressure Reducing Valves (PRV) are used in water supply networks to keep the pressure under acceptable values in order to reduce physical water losses. However, such process presents several nonlinearities and physical constraints leading to a highly complex model. In this paper, a parameterized Nonlinear Model Predictive Control (NMPC) is proposed for the PRV combined with a water network. The NMPC consists in finding, at each sampling instant, an optimal solution over a prediction horizon taking into account the system nonlinearities and process constraints. Simulation results are proposed to show the efficiency of this control strategy and a performance comparison with standard PID control are also performed.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
2.
go back to reference Alamir, M.: A Pragmatic Story of Model Predictive Control: Self-Contained Algorithms and Case-Studies, 1st edn. Saint-Martin-d’Hères, France (2013) Alamir, M.: A Pragmatic Story of Model Predictive Control: Self-Contained Algorithms and Case-Studies, 1st edn. Saint-Martin-d’Hères, France (2013)
3.
go back to reference Force, I.W.L.T., Thornton, J.: Managing leakage by managing pressure: a practical approach. Water 21 (2003) Force, I.W.L.T., Thornton, J.: Managing leakage by managing pressure: a practical approach. Water 21 (2003)
4.
go back to reference Gonçalves, E., Lima, C.V.: Controle de pressões e operação de válvulas redutoras de pressão. Ministério das cidades (2007) Gonçalves, E., Lima, C.V.: Controle de pressões e operação de válvulas redutoras de pressão. Ministério das cidades (2007)
5.
go back to reference Mayne, D.Q., Rawlings, J.B., Rao, C.V., Scokaert, P.O.M.: Constrained model predictive control: stability and optimality pp. 788–814 (2000) Mayne, D.Q., Rawlings, J.B., Rao, C.V., Scokaert, P.O.M.: Constrained model predictive control: stability and optimality pp. 788–814 (2000)
6.
go back to reference Moutinho, M.N., Barreiras, J.A.L., Costa, C.T., Barra, W.: Técnica de controle preditivo baseado em modelo aplicada ao controle de tensão de um gerador sÍncrono—resultados experimentais (2012) Moutinho, M.N., Barreiras, J.A.L., Costa, C.T., Barra, W.: Técnica de controle preditivo baseado em modelo aplicada ao controle de tensão de um gerador sÍncrono—resultados experimentais (2012)
7.
go back to reference Murilo, A.: Contributions on Nonlinear Model Predictive Control for Fast Systems. Ph.D. thesis, Saint-Martin-d’Hères, França (2009) Murilo, A.: Contributions on Nonlinear Model Predictive Control for Fast Systems. Ph.D. thesis, Saint-Martin-d’Hères, França (2009)
8.
go back to reference Murilo, A., Alamir, M., Alberer, D.: A general nmpc framework for a diesel engine air path. Int. J. Control (2014) Murilo, A., Alamir, M., Alberer, D.: A general nmpc framework for a diesel engine air path. Int. J. Control (2014)
9.
go back to reference Prescott, S.L., Ulanicki, B.: Dynamic modeling of pressure reducing valves 129, 804–812 (2003) Prescott, S.L., Ulanicki, B.: Dynamic modeling of pressure reducing valves 129, 804–812 (2003)
10.
go back to reference Prescott, S.L., Ulanicki, B.: Improved control of pressure reducing valves in water distribution networks 134, 56–65 (2008) Prescott, S.L., Ulanicki, B.: Improved control of pressure reducing valves in water distribution networks 134, 56–65 (2008)
11.
go back to reference Quadros, A.S.: Sintonias automática e adaptativa de controladores pid para válvulas redutoras de pressão em sistemas de abastecimento de água. Master’s thesis, Recife, Brazil (2013) Quadros, A.S.: Sintonias automática e adaptativa de controladores pid para válvulas redutoras de pressão em sistemas de abastecimento de água. Master’s thesis, Recife, Brazil (2013)
12.
go back to reference Quadros, A.S., Murilo, A.: Automatic and adaptive tuning of pid controllers for pressure reducing valves in water supply systems (2013) Quadros, A.S., Murilo, A.: Automatic and adaptive tuning of pid controllers for pressure reducing valves in water supply systems (2013)
13.
go back to reference Ramos, H., Covas, D., Araújo, L.: Válvulas redutoras de pressão e produção de energia (2004) Ramos, H., Covas, D., Araújo, L.: Válvulas redutoras de pressão e produção de energia (2004)
Metadata
Title
A Parametrized NMPC Strategy for Pressure Reducing Valves
Authors
Carlos Felipe Ilha Pereira
André Murilo
Anderson Quadros
Walter de Britto Vidal Filho
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-43671-5_18