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MPC design based on a DBN reliability model: Application to drinking water networks
| dc.contributor.author | Salazar Cortés, Jean Carlo |
| dc.contributor.author | Weber, Philipe |
| dc.contributor.author | Sarrate Estruch, Ramon |
| dc.contributor.author | Theilliol, Didier |
| dc.contributor.author | Nejjari Akhi-Elarab, Fatiha |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial |
| dc.date.accessioned | 2016-01-25T12:52:39Z |
| dc.date.issued | 2015 |
| dc.identifier.citation | Salazar, J., Weber, P., Sarrate, R., Theilliol, D., Nejjari, F. MPC design based on a DBN reliability model: Application to drinking water networks. A: IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes. "SAFEPROCESS 2015- 9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, 2-4 september, Paris (France)". París: International Federation of Automatic Control (IFAC), 2015, p. 1-6. |
| dc.identifier.uri | http://hdl.handle.net/2117/81954 |
| dc.description.abstract | This paper presents a Model Predictive Control (MPC) strategy taking into account system and component reliability for drinking water networks. The objective is to deal from an availability point of view with a closed-loop system combining a deterministic part related to the system dynamics and a stochastic part related to the actuators and system reliability. The main contribution of this work consists in integrating the reliability assessment computed on-line using a Dynamic Bayesian Network (DBN) into the MPC algorithm. |
| dc.format.extent | 6 p. |
| dc.language.iso | eng |
| dc.publisher | International Federation of Automatic Control (IFAC) |
| dc.subject | Àrees temàtiques de la UPC::Informàtica::Automàtica i control |
| dc.subject.lcsh | Bayesian statistical decision theory |
| dc.subject.lcsh | Automatic control |
| dc.subject.lcsh | Water - Distribution |
| dc.subject.other | Reliability |
| dc.subject.other | Model predictive control |
| dc.subject.other | Dynamic Bayesian network |
| dc.subject.other | Drinking water networks |
| dc.title | MPC design based on a DBN reliability model: Application to drinking water networks |
| dc.type | Conference report |
| dc.subject.lemac | Control automàtic |
| dc.subject.lemac | Estadística bayesiana |
| dc.subject.lemac | Aigua--Distribució |
| dc.contributor.group | Universitat Politècnica de Catalunya. SIC - Sistemes Intel·ligents de Control |
| dc.contributor.group | Universitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control |
| dc.description.peerreviewed | Peer Reviewed |
| dc.rights.access | Restricted access - publisher's policy |
| local.identifier.drac | 16920434 |
| 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 |
| dc.date.lift | 10000-01-01 |
| local.citation.author | Salazar, J.; Weber, P.; Sarrate, R.; Theilliol, D.; Nejjari, F. |
| local.citation.contributor | IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes |
| local.citation.pubplace | París |
| local.citation.publicationName | SAFEPROCESS 2015- 9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, 2-4 september, Paris (France) |
| local.citation.startingPage | 1 |
| local.citation.endingPage | 6 |