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1. Identificação
Tipo de ReferênciaArtigo em Evento (Conference Proceedings)
Sitemtc-m16.sid.inpe.br
Código do Detentorisadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S
Repositóriosid.inpe.br/marciana/2004/01.13.16.47
Última Atualização2004:03.30.03.00.00 (UTC) administrator
Repositório de Metadadossid.inpe.br/marciana/2004/01.13.16.47.59
Última Atualização dos Metadados2018:06.05.01.20.45 (UTC) administrator
Chave SecundáriaINPE-10397-PRE/5896
Chave de CitaçãoBarbosaLudwNasc:2003:InCoBa
TítuloIntelligent control based on neural controller for application in the ETE spherical tokamak
FormatoOn-line
Ano2003
Data de Acesso21 maio 2024
Tipo SecundárioPRE CI
Número de Arquivos1
Tamanho1569 KiB
2. Contextualização
Autor1 Barbosa, Luis Filipe de Faria Pereira Wiltgen
2 Ludwig, Gerson Otto
3 Nascimento Jr, Cairo L.
Identificador de Curriculo1
2 8JMKD3MGP5W/3C9JHB4
Grupo1 LAP-INPE-MCT-BR
Nome do EventoLatin American Workshop on Plasma Physics, 10; Brazilian Meeting on Plasma Physics, 7.
Localização do EventoSão Pedro
Data30 Nov. - 5 Dec. 2003
Título do LivroProceedings
Tipo TerciárioPosters
Histórico (UTC)2018-06-05 01:20:45 :: administrator -> marciana :: 2003
3. Conteúdo e estrutura
É a matriz ou uma cópia?é a matriz
Estágio do Conteúdoconcluido
Transferível1
Tipo do ConteúdoExternal Contribution
Palavras-Chaveplasma de fusão
fusion plasma
vertical displacement
plasma
controlling
ResumoThis his poster presents an approach to the problem of controlling the vertical displacement of the plasma in the poster presents an approach to the problem of controlling the vertical displacement of the plasma in the ETE ETE tokamak based on Artificial Neural Networks ( tokamak based on Artificial Neural Networks (ANN ANN). ). ETE ETE is a is a low aspect ratio tokamak that should operate with highly elongated plasmas, which are unstable to vertical displacements. To control the vertical position of the plasma, an intelligent low aspect ratio tokamak that should operate with highly elongated plasmas, which are unstable to vertical displacements. To control the vertical position of the plasma, an intelligent controller is under development based on an controller is under development based on an ANN ANN of the feed-forward type that uses multiple layer perceptrons trained with an error back-propagation algorithm. There are several of the feed-forward type that uses multiple layer perceptrons trained with an error back-propagation algorithm. There are several ways available to implement a neural controller. The ways available to implement a neural controller. The ETE ETE tokamak controller will use hybrid architecture of the feedback-error-learning type ( tokamak controller will use hybrid architecture of the feedback-error-learning type (FEL FEL), composed of the neural part and a ), composed of the neural part and a classic part. The classic part (Proportional Integral Derivative – classic part. The classic part (Proportional Integral Derivative – PID PID) of the controller supplies the initial solution (starting point) so that the neural part can identify the problem and ) of the controller supplies the initial solution (starting point) so that the neural part can identify the problem and gradually substitute the classic one in the dynamic nonlinear control of the plasma equilibrium. To test this hybrid controller, a simple magnetic levitation (MagLev) system was gradually substitute the classic one in the dynamic nonlinear control of the plasma equilibrium. To test this hybrid controller, a simple magnetic levitation (MagLev) system was constructed that in certain aspects is analogous to the tokamak plasma vertical equilibrium system. In the MagLev it is possible to implement the nonlinear control of the vertical constructed that in certain aspects is analogous to the tokamak plasma vertical equilibrium system. In the MagLev it is possible to implement the nonlinear control of the vertical position of a metallic sphere, both using a classic controller ( position of a metallic sphere, both using a classic controller (PID PID) and a hybrid controller ( ) and a hybrid controller (PID+FEL PID+FEL). The controller to be installed in ). The controller to be installed in ETE ETE will be implemented on a neural hardware. will be implemented on a neural hardware. This intelligent controller running on neural hardware should be capable to act in a few microseconds time interval, allowing real time control of the vertical displacement of the This intelligent controller running on neural hardware should be capable to act in a few microseconds time interval, allowing real time control of the vertical displacement of the plasma. Plasma Displacement (mm) Plasma Displacement (mm) Magnetic Field (mT) Magnetic Field (mT) Plasma Current (kA) Plasma Current (kA).
ÁreaFISPLASMA
Arranjourlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAP > Intelligent control based...
Conteúdo da Pasta docacessar
Conteúdo da Pasta sourcenão têm arquivos
Conteúdo da Pasta agreementnão têm arquivos
4. Condições de acesso e uso
URL dos dadoshttp://urlib.net/ibi/sid.inpe.br/marciana/2004/01.13.16.47
URL dos dados zipadoshttp://urlib.net/zip/sid.inpe.br/marciana/2004/01.13.16.47
Idiomaen
Arquivo AlvoLFWBarbosa_Poster_LAWPP2003.pdf
Grupo de Usuáriosadministrator
Visibilidadeshown
Detentor da CópiaSID/SCD
5. Fontes relacionadas
Unidades Imediatamente Superiores8JMKD3MGPCW/3ET2RFS
Lista de Itens Citandosid.inpe.br/bibdigital/2013/09.25.21.49 3
sid.inpe.br/mtc-m21/2012/07.13.14.49.14 1
Acervo Hospedeirosid.inpe.br/banon/2003/08.15.17.40
6. Notas
Campos Vaziosaffiliation archivingpolicy archivist callnumber copyright creatorhistory descriptionlevel dissemination documentstage doi e-mailaddress edition editor electronicmailaddress identifier isbn issn label lineage mark mirrorrepository nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project publisher publisheraddress readergroup readpermission rightsholder schedulinginformation secondarydate secondarymark serieseditor session shorttitle sponsor subject tertiarymark type url versiontype volume
7. Controle da descrição
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