Publication
Optimization of a fuzzy logic controller for MR dampers using ANFIS
| dc.contributor.author | Braz-César, Manuel | |
| dc.contributor.author | Barros, Rui | |
| dc.date.accessioned | 2018-05-02T09:36:23Z | |
| dc.date.available | 2018-05-02T09:36:23Z | |
| dc.date.issued | 2015 | |
| dc.description.abstract | Fuzzy controllers have been successfully applied to a wide range of engineering problems due its robustness and the ability to deal with non-linear plants. Despite the inherent advantages of these controllers, there is no systematic technique for converting human knowledge into the rule base of a fuzzy inference system. Adaptive neuro-fuzzy inference system (ANFIS) is an artificial intelligence technique that has been successfully used for mapping input-output relationships based on available data sets, i.e., to automatically adjust a fuzzy inference system with a backpropagation algorithm based on training data. This paper presents the application of a ANFIS model to optimize the parameters of a fuzzy controller for structural control of a building structure using a MR damper. The results obtained with the neuro-fuzzy controller are compared with those of a passive control modes to assess the performance of the proposed control system in reducing the seismic response of the structure. | pt_PT |
| dc.description.version | info:eu-repo/semantics/publishedVersion | pt_PT |
| dc.identifier.citation | Braz-César, M.T.; Barros, Rui (2015). Optimization of a fuzzy logic controller for MR dampers using ANFIS. In ICEUBI2015 - International Conference on Engineering University of Beira Interior – Engineering for Society. Covilhã. ISBN 978-989-654-260-3 | pt_PT |
| dc.identifier.isbn | 978-989-654-260-3 | |
| dc.identifier.uri | http://hdl.handle.net/10198/17542 | |
| dc.language.iso | eng | pt_PT |
| dc.peerreviewed | yes | pt_PT |
| dc.publisher | Universidade da Beira Interior | pt_PT |
| dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | pt_PT |
| dc.subject | Fuzzy control | pt_PT |
| dc.subject | Structural control | pt_PT |
| dc.subject | MR dampers | pt_PT |
| dc.subject | Seismic control | pt_PT |
| dc.subject | ANFIS | pt_PT |
| dc.title | Optimization of a fuzzy logic controller for MR dampers using ANFIS | pt_PT |
| dc.type | conference object | |
| dspace.entity.type | Publication | |
| oaire.citation.conferencePlace | Covilhã | pt_PT |
| oaire.citation.title | ICEUBI2015 - International Conference on Engineering University of Beira Interior – Engineering for Society | pt_PT |
| person.familyName | César | |
| person.givenName | Manuel | |
| person.identifier.ciencia-id | 5C10-B764-22E3 | |
| person.identifier.orcid | 0000-0001-5640-0714 | |
| person.identifier.scopus-author-id | 53663179600 | |
| rcaap.rights | restrictedAccess | pt_PT |
| rcaap.type | conferenceObject | pt_PT |
| relation.isAuthorOfPublication | a99f08f6-5b97-4571-a6e4-07dee53fb527 | |
| relation.isAuthorOfPublication.latestForDiscovery | a99f08f6-5b97-4571-a6e4-07dee53fb527 |