Mostra el registre d'ítem simple
Adaptive multilevel neuro-fuzzy model predictive control for drinking water networks
dc.contributor.author | Grosso Pérez, Juan Manuel |
dc.contributor.author | Ocampo-Martínez, Carlos |
dc.contributor.author | Puig Cayuela, Vicenç |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial |
dc.date.accessioned | 2013-02-01T14:07:35Z |
dc.date.created | 2012 |
dc.date.issued | 2012 |
dc.identifier.citation | Grosso, J.; Ocampo-Martinez, C.; Puig, V. Adaptive multilevel neuro-fuzzy model predictive control for drinking water networks. A: Mediterranean Conference on Control and Automation. "2012 20th Mediterranean Conference on Control & Automation : MED 2012 : conference digest". Barcelona: 2012, p. 1548-1553. |
dc.identifier.uri | http://hdl.handle.net/2117/17560 |
dc.description.abstract | This paper presents a constrained Model Predictive Control (MPC) strategy enriched with soft-control techniques as neural networks and fuzzy logic, to incorporate self-tuning capabilities and reliability aspects for drinking water transport network management. The system is a multilevel controller with three hierarchical layers: neural level, fuzzy level, MPC level. Results in the Barcelona Water Network have shown that the quasi-explicit nature of the proposed predictive controller leads to improve the computational time, especially when the complexity of the problem structure can vary while tuning the receding horizons. |
dc.format.extent | 6 p. |
dc.language.iso | eng |
dc.subject | Àrees temàtiques de la UPC::Informàtica::Automàtica i control |
dc.subject | Àrees temàtiques de la UPC::Energies::Tecnologia energètica |
dc.subject.lcsh | Water supply -- Management -- Mathematical models |
dc.subject.lcsh | Water supply networks |
dc.subject.lcsh | Drinking water networks |
dc.title | Adaptive multilevel neuro-fuzzy model predictive control for drinking water networks |
dc.type | Conference report |
dc.subject.lemac | Aigua -- Abastament -- Control |
dc.contributor.group | Universitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | http://cataleg.upc.edu/record=b1419393~S1*cat |
dc.rights.access | Restricted access - confidentiality agreement |
local.identifier.drac | 10771052 |
dc.description.version | Postprint (published version) |
dc.date.lift | 10000-01-01 |
local.citation.author | Grosso, J.; Ocampo-Martinez, C.; Puig, V. |
local.citation.contributor | Mediterranean Conference on Control and Automation |
local.citation.pubplace | Barcelona |
local.citation.publicationName | 2012 20th Mediterranean Conference on Control & Automation : MED 2012 : conference digest |
local.citation.startingPage | 1548 |
local.citation.endingPage | 1553 |