Títol:
|
Tuning of predictive controllers for drinking water networked systems
|
Autor/a:
|
Toro Olmedo, Rodrigo; Ocampo-Martínez, Carlos; Logist, Filip; Van Impe, J.; Puig Cayuela, Vicenç
|
Altres autors:
|
Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial; Universitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control |
Abstract:
|
In this paper, two tuning strategies for a multi-objective predictive controller applied
to a drinking water network (DWN) are proposed. A control-oriented DWN model is brie
y
reviewed, together with its management objectives. A comparison of methods to explore the
Pareto front of the multi-objective optimisation (MOO) problem behind the predictive controller
is presented with an e ective normalisation method for the model predictive control (MPC)
objectives. The proposed tuning strategies, applied to a real-life case study, are compared.
Finally, simulation results show that the proposed MPC tuning strategies outperform the
baseline results. |
Abstract:
|
Peer Reviewed |
Matèries:
|
-Àrees temàtiques de la UPC::Desenvolupament humà i sostenible::Desenvolupament humà::Aigua i sanejament -Drinking water treatment units -Water supply -Pareto-optimal sets -Optimisation
Predictive control -Large-scale systems -Aigua -- Abastament -- Control |
Drets:
|
|
Tipus de document:
|
Article - Versió publicada Objecte de conferència |
Compartir:
|
|