Chance-Constrained Model Predictive Control for Drinking Water Networks

[1]  A. Charnes,et al.  Chance-Constrained Programming , 1959 .

[2]  A. Charnes,et al.  Deterministic Equivalents for Optimizing and Satisficing under Chance Constraints , 1963 .

[3]  Peter Kall,et al.  Stochastic Linear Programming , 1975 .

[4]  Graeme C. Dandy,et al.  Optimal Operation of Multiple-Reservoir System , 1993 .

[5]  András Prékopa.  Static Stochastic Programming Models , 1995 .

[6]  Anne Shepherd,et al.  Water-Supply System Operations: Critiquing Expert-System Approach , 1996 .

[7]  Elaine C. Sadowski,et al.  Optimization of Water Supply System Operation , 1996 .

[8]  Michael Nikolaou,et al.  Chance‐constrained model predictive control , 1999 .

[9]  Joseba Quevedo,et al.  Optimal control of a water distribution network in a supervisory control system , 2000 .

[10]  David Q. Mayne,et al.  Constrained model predictive control: Stability and optimality , 2000, Autom..

[11]  Luigi Chisci,et al.  Predictive control for constrained systems with polytopic uncertainty , 2001, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).

[12]  T. B. M. J. Ouarda,et al.  Chance-constrained optimal control for multireservoir system optimization and risk analysis , 2001 .

[13]  Jan M. Maciejowski,et al.  Predictive control : with constraints , 2002 .

[14]  J. H. Leet,et al.  Worst-case formulations of model predictive control for systems with bounded parameters , 1997, Autom..

[15]  C. J. Brouckaert,et al.  Optimal operation of water distribution networks by predictive control using MINLP , 2004 .

[16]  T. Alamo,et al.  Stochastic Programming Applied to Model Predictive Control , 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

[17]  Eric C. Kerrigan,et al.  Optimization over state feedback policies for robust control with constraints , 2006, Autom..

[18]  Alexander Shapiro,et al.  Convex Approximations of Chance Constrained Programs , 2006, SIAM J. Optim..

[19]  Thomas D. Sandry,et al.  Probabilistic and Randomized Methods for Design Under Uncertainty , 2007, Technometrics.

[20]  Masahiro Ono,et al.  Iterative Risk Allocation: A new approach to robust Model Predictive Control with a joint chance constraint , 2008, 2008 47th IEEE Conference on Decision and Control.

[21]  Gabriela Cembrano,et al.  Improving water management efficiency by using optimization-based control strategies: the Barcelona case study , 2009 .

[22]  Inmaculada Pulido-Calvo,et al.  SELECTION AND OPERATION OF PUMPING STATIONS OF WATER DISTRIBUTION SYSTEMS , 2010 .

[23]  John Lygeros,et al.  Convexity and convex approximations of discrete-time stochastic control problems with constraints , 2011, Autom..

[24]  Claire J. Tomlin,et al.  On feedback design and risk allocation in chance constrained control , 2011, IEEE Conference on Decision and Control and European Control Conference.

[25]  Vicenç Puig,et al.  Operational Predictive Optimal Control of Barcelona Water Transport Network , 2011 .

[26]  Rob J Hyndman,et al.  Forecasting Time Series With Complex Seasonal Patterns Using Exponential Smoothing , 2011 .

[27]  Rolf Findeisen,et al.  Parameterized Tube Model Predictive Control , 2012, IEEE Transactions on Automatic Control.

[28]  V. Puig,et al.  Hierarchical temporal multi-layer decentralised MPC strategy for drinking water networks: Application to the Barcelona case study , 2012, 2012 20th Mediterranean Conference on Control & Automation (MED).

[29]  Andrea Castelletti,et al.  Stochastic and Robust Control of Water Resource Systems: Concepts, Methods and Applications , 2012 .

[30]  Rachid Ellaia,et al.  A continuous approach to combinatorial optimization: application of water system pump operations , 2012, Optim. Lett..

[31]  Vicenç Puig,et al.  A service reliability model predictive control with dynamic safety stocks and actuators health monitoring for drinking water networks , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[32]  Francesco Borrelli,et al.  Scenario-based approach to stochastic linear predictive control , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[33]  Pu Li,et al.  Advances and applications of chance-constrained approaches to systems optimisation under uncertainty , 2013, Int. J. Syst. Sci..

[34]  C. Ocampo‐Martinez,et al.  Application of predictive control strategies to the management of complex networks in the urban water cycle [Applications of Control] , 2013, IEEE Control Systems.

[35]  Vicenç Puig,et al.  Learning-based tuning of supervisory model predictive control for drinking water networks , 2013, Eng. Appl. Artif. Intell..

[36]  Vicenç Puig,et al.  Multi-layer decentralized MPC of large-scale networked systems , 2014 .