Hybrid modeling and receding horizon control of sewer networks
Cita com:
hdl:2117/28327
Tipus de documentArticle
Data publicació2014
Condicions d'accésAccés obert
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Abstract
In this work, a control-oriented sewer network model is presented based on a hybrid linear modeling framework. The model equations are described independently for each network element, thus allowing the model to be applied to a broad class of networks. A parameter calibration procedure using data obtained from simulation software that solves the physically based model equations is described and validation results are given for a case study. Using the control model equations, an optimal control problem to minimize flooding and pollution is formulated to be solved by means of mixed-integer linear or quadratic programming. A receding horizon control strategy based on this optimal control problem is applied to the case study using the simulation software as a virtual reality. Results of this closed-loop simulation tests show the effectiveness of the proposed approach in fulfilling the control objectives while complying with physical and operational constraints.
CitacióJoseph, B.; Ocampo-Martinez, C.A.; Cembrano, M. Hybrid modeling and receding horizon control of sewer networks. "Water resources research", 2014, vol. 50, núm. 11, p. 8497-8514.
ISSN0043-1397
Versió de l'editorhttp://onlinelibrary.wiley.com/doi/10.1002/2013WR015119/full
Col·leccions
- SIC - Sistemes Intel·ligents de Control - Articles de revista [133]
- Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial - Articles de revista [1.397]
- SAC - Sistemes Avançats de Control - Articles de revista [509]
- IRI - Institut de Robòtica i Informàtica Industrial, CSIC-UPC - Articles de revista [376]
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