| 1. Identificação | |
| Tipo de Referência | Capítulo de Livro (Book Section) |
| Site | mtc-m16b.sid.inpe.br |
| Código do Detentor | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Repositório | sid.inpe.br/mtc-m17@80/2007/07.16.19.05 |
| Última Atualização | 2007:07.16.19.05.34 (UTC) administrator |
| Repositório de Metadados | sid.inpe.br/mtc-m17@80/2007/07.16.19.05.36 |
| Última Atualização dos Metadados | 2021:02.03.17.56.01 (UTC) administrator |
| Chave Secundária | INPE-14775-PRE/9746 |
| ISBN | 1-60021-119-4 |
| Chave de Citação | AraujoFoCoel:2007:PiReTa |
| Título | Piecewise reference-driven takagi sugeno fuzzy modelling based on particle swarm optimization  |
| Ano | 2007 |
| Data Secundária | 20070716 |
| Data de Acesso | 19 abr. 2024 |
| Tipo Secundário | PRE LI |
| Número de Arquivos | 1 |
| Tamanho | 1100 KiB |
| 2. Contextualização | |
| Autor | 1 Araujo Filho, José Ernesto de 2 Coelho, Leandro dos Santos |
| Grupo | 1 LIT-INPE-MCT-BR |
| Afiliação | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Automation and Systems laboratory - LAS (PPGEPS) |
| Endereço de e-Mail do Autor | 1 ernesto.araujo@lit.inpe.br 2 leandro.coelho@pucpr.br |
| Editor | Nedjah, Nadia Mourelle, Luiza de Macedo |
| Endereço de e-Mail | ernesto.araujo@lit.inpe.br |
| Título do Livro | Systems Engineering Using Particle Swarm Optimisation |
| Editora (Publisher) | Nova Science Publishers, Inc. |
| Cidade | New York |
| Páginas | 85-112 |
| Histórico (UTC) | 2007-07-18 19:41:30 :: jefferson -> administrator :: 2021-02-03 17:56:01 :: administrator -> marciana :: 2007 |
| 3. Conteúdo e estrutura | |
| É a matriz ou uma cópia? | é a matriz |
| Estágio do Conteúdo | concluido |
| Transferível | 1 |
| Tipo do Conteúdo | External Contribution |
| Resumo | A nonlinear identification approach based on Particle Swarm Optimization (PSO) and T-S fuzzy model for describing dynamical behaviour of a thermal-vacuum system is proposed in this paper. Employed for space environmental emulation and satellite qualification, thermal-vacuum systems are inherently nonlinear and present time-delay characteristics. Despite the success of linear techniques of modelling and identification when dealing with nonlinear dynamic systems, they are usually not appropriate. Nevertheless, only recently has much ongoing research addressed the problem of nonlinear identification approach. In this sense, fuzzy systems based on Takagi-Sugeno (T-S) model have increasingly been employed for the identification of nonlinear systems. In order to find out an optimal nonlinear model swarm intelligence methodology (PSO) is employed as a method for optimizing the premise part of production rules while batch least mean squares technique is employed for consequent part of production rules of a T-S fuzzy model. This hybrid PSO-TS fuzzy approach is employed here to generate piecewise, gain-scheduling sub-models concerning diverse operational conditions driven by the reference. This reference can additionally be associated to distinct goals, context, or other exogenous signals. Experimental data obtained from thermal-vacuum system is used for identification process. Numerical results indicate that the PSO succeeded in constructing a piecewise, gain-scheduling T-S fuzzy model for nonlinear identification in this particular application. |
| Área | COMP |
| Arranjo | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > COLIT > Piecewise reference-driven takagi... |
| Conteúdo da Pasta doc | acessar |
| Conteúdo da Pasta source | não têm arquivos |
| Conteúdo da Pasta agreement | não têm arquivos |
| 4. Condições de acesso e uso | |
| URL dos dados | http://urlib.net/ibi/sid.inpe.br/mtc-m17@80/2007/07.16.19.05 |
| URL dos dados zipados | http://urlib.net/zip/sid.inpe.br/mtc-m17@80/2007/07.16.19.05 |
| Idioma | en |
| Arquivo Alvo | Ernesto_araujo1.pdf |
| Grupo de Usuários | administrator jefferson |
| Visibilidade | shown |
| Detentor da Cópia | SID/SCD |
| 5. Fontes relacionadas | |
| Unidades Imediatamente Superiores | 8JMKD3MGPCW/444BQ9E |
| Divulgação | NTRSNASA; BNDEPOSITOLEGAL. |
| Acervo Hospedeiro | lcp.inpe.br/ignes/2004/02.12.18.39 cptec.inpe.br/walmeida/2003/04.25.17.12 |
| 6. Notas | |
| Campos Vazios | archivingpolicy archivist callnumber copyright creatorhistory descriptionlevel documentstage doi edition format identifier issn keywords label lineage mark mirrorrepository nextedition notes numberofvolumes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder schedulinginformation secondarymark serieseditor seriestitle session shorttitle sponsor subject tertiarymark tertiarytype translator url versiontype volume |
| 7. Controle da descrição | |
| e-Mail (login) | marciana |
| atualizar | |