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Hybrid modeling and receding horizon control of sewer networks
dc.contributor.author | Joseph Duran, Bernat |
dc.contributor.author | Ocampo-Martínez, Carlos |
dc.contributor.author | Cembrano Gennari, Gabriela |
dc.contributor.other | Institut de Robòtica i Informàtica Industrial |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial |
dc.date.accessioned | 2015-06-16T16:59:47Z |
dc.date.available | 2015-06-16T16:59:47Z |
dc.date.created | 2014 |
dc.date.issued | 2014 |
dc.identifier.citation | Joseph, 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. |
dc.identifier.issn | 0043-1397 |
dc.identifier.uri | http://hdl.handle.net/2117/28327 |
dc.description.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. |
dc.format.extent | 18 p. |
dc.language.iso | eng |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Informàtica::Automàtica i control |
dc.subject.other | REAL-TIME CONTROL |
dc.subject.other | URBAN DRAINAGE SYSTEMS |
dc.subject.other | WASTE-WATER SYSTEMS |
dc.subject.other | PREDICTIVE CONTROL |
dc.subject.other | SURROGATE MODELS |
dc.subject.other | SIMULATION |
dc.subject.other | OVERFLOW |
dc.title | Hybrid modeling and receding horizon control of sewer networks |
dc.type | Article |
dc.contributor.group | Universitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control |
dc.contributor.group | Universitat Politècnica de Catalunya. SIC - Sistemes Intel·ligents de Control |
dc.identifier.doi | 10.1002/2013WR015119 |
dc.description.peerreviewed | Peer Reviewed |
dc.subject.inspec | Classificació INSPEC::Control theory |
dc.relation.publisherversion | http://onlinelibrary.wiley.com/doi/10.1002/2013WR015119/full |
dc.rights.access | Open Access |
local.identifier.drac | 15412931 |
dc.description.version | Postprint (author’s final draft) |
dc.relation.projectid | info:eu-repo/grantAgreement/EC/FP7/318556/EU/Efficient Integrated Real-time Monitoring and Control of Drinking Water Networks/EFFINET |
local.citation.author | Joseph, B.; Ocampo-Martinez, C.A.; Cembrano, M. |
local.citation.publicationName | Water resources research |
local.citation.volume | 50 |
local.citation.number | 11 |
local.citation.startingPage | 8497 |
local.citation.endingPage | 8514 |
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