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Chance-constrained model predictive control for drinking water networks

Autor
Grosso, J.M.; Ocampo-Martinez, C.A.; Puig, V.; Joseph, B.
Tipus d'activitat
Article en revista
Revista
Journal of process control
Data de publicació
2014-05-01
Volum
24
Número
5
Pàgina inicial
504
Pàgina final
516
DOI
https://doi.org/10.1016/j.jprocont.2014.01.010 Obrir en finestra nova
Projecte finançador
Sistemes avançats de control
Repositori
http://hdl.handle.net/2117/23369 Obrir en finestra nova
URL
http://www.sciencedirect.com/science/article/pii/S0959152414000341 Obrir en finestra nova
Resum
This paper addresses a chance-constrained model predictive control (CC-MPC) strategy for the management of drinking water networks (DWNs) based on a finite horizon stochastic optimisation problem with joint probabilistic (chance) constraints. In this approach, water demands are considered additive stochastic disturbances with non-stationary uncertainty description, unbounded support and known (or approximated) quasi-concave probabilistic distribution. A deterministic equivalent of the stochastic...
Citació
Grosso, J.M. [et al.]. Chance-constrained model predictive control for drinking water networks. "Journal of process control", 01 Maig 2014, vol. 24, núm. 5, p. 504-516.
Paraules clau
Chance constraints, Drinking water networks, MPC, Reliability, Robustness
Grup de recerca
CS2AC-UPC - Supervision, Safety and Automatic Control
SAC - Sistemes Avançats de Control

Participants

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