Dynamic modeling of robotic systems : a dual quaternion formulation

Detalhes bibliográficos
Autor(a) principal: Frederico Fernandes Afonso Silva
Data de Publicação: 2022
Tipo de documento: Tese
Idioma: eng
Título da fonte: Repositório Institucional da UFMG
Texto Completo: http://hdl.handle.net/1843/46591
Resumo: This thesis proposes a technique for the dynamic modeling of serial and branched robots using dual quaternion algebra. The modeling accounts for all lower-pair kinematic joints and six-degree-of-freedom joints, and the framework enables the systematic modular composition of dynamic models comprising several subsystems, each, in turn, composed of multiple rigid bodies. The proposed strategy is applicable even if some subsystems are regarded as black boxes, requiring only the twists and wrenches at the connection points between different subsystems. To help in the model composition, a unified graph representation that encodes the propagation of twists and wrenches between the subsystems is also proposed. The joint wrenches result from the calculation of the interconnection matrix of the graph, making the modeling procedure straightforward. The framework was validated using serial manipulators of 6-DoF and 50-DoF, a 9-DoF holonomic mobile manipulator, and a 38-DoF branched robot composed of 9 subsystems. The results were compared with Peter Corke's Robotics Toolbox, Roy Featherstone's Spatial V2, and the robot simulator V-REP/CoppeliaSim, demonstrating that the proposed formalism is as accurate as state-of-the-art libraries.
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spelling Bruno Vilhena Adornohttp://lattes.cnpq.br/3363634987221133Edson Roberto De PieriJoão Yoshiyuki IshiharaLeonardo Antônio Borges TôrresGuilherme Vianna RaffoBruno Vilhena Adornohttp://lattes.cnpq.br/6518919813741344Frederico Fernandes Afonso Silva2022-10-25T15:49:29Z2022-10-25T15:49:29Z2022-06-16http://hdl.handle.net/1843/465910000-0003-2130-3636This thesis proposes a technique for the dynamic modeling of serial and branched robots using dual quaternion algebra. The modeling accounts for all lower-pair kinematic joints and six-degree-of-freedom joints, and the framework enables the systematic modular composition of dynamic models comprising several subsystems, each, in turn, composed of multiple rigid bodies. The proposed strategy is applicable even if some subsystems are regarded as black boxes, requiring only the twists and wrenches at the connection points between different subsystems. To help in the model composition, a unified graph representation that encodes the propagation of twists and wrenches between the subsystems is also proposed. The joint wrenches result from the calculation of the interconnection matrix of the graph, making the modeling procedure straightforward. The framework was validated using serial manipulators of 6-DoF and 50-DoF, a 9-DoF holonomic mobile manipulator, and a 38-DoF branched robot composed of 9 subsystems. The results were compared with Peter Corke's Robotics Toolbox, Roy Featherstone's Spatial V2, and the robot simulator V-REP/CoppeliaSim, demonstrating that the proposed formalism is as accurate as state-of-the-art libraries.Essa tese propõe uma técnica para a modelagem dinâmica de robôs seriais e ramificados utilizando álgebra de quatérnios duais. O modelo considera tanto todas as juntas do tipo lower-pair kinematic quanto juntas de seis graus de liberdade e, adicionalmente, o procedimento permite a composição modular sistemática de modelos dinâmicos compostos de múltiplos subsistemas, cada um deles, por sua vez, composto de diversos corpos rígidos. A estratégia proposta é aplicável ainda que alguns subsistemas se comportem como caixas pretas, exigindo apenas os heligiros e as heliforças do ponto de conexão entre eles. Para auxiliar na composição de modelos, é também proposta uma representação em grafos que codifica a propagação de heligiros e heliforças dentre os subsistemas. As heliforças das juntas são resultado do cálculo da matriz de interconexão do grafo, tornando intuitivo o procedimento de modelagem. O formalismo proposto foi validado utilizando manipuladores robóticos de 6-DoF e 50-DoF, um manipulador móvel de base holonômica de 9-DoF e um robô ramificado de 38-DoF, composto de 9 subsistemas. Os resultados foram comparados com as bibliotecas Robotics Toolbox, desenvolvida pelo Peter Corke, e Spatial V2, desenvolvida pelo Roy Featherstone, além do simulador V-REP/CoppeliaSim, demonstrando que o método proposto é tão preciso quanto as bibliotecas do estado da arte.CAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível SuperiorengUniversidade Federal de Minas GeraisPrograma de Pós-Graduação em Engenharia ElétricaUFMGBrasilENG - DEPARTAMENTO DE ENGENHARIA ELÉTRICAEngenharia elétricaQuatérniosRobóticaTeoria dos grafosDynamic modeling of robotsNewton-Euler formalismModular compositionTopological graphDual quaternionsDynamic modeling of robotic systems : a dual quaternion formulationModelagem dinâmica de sistemas robóticos : uma formulação utilizando quatérnios duaisinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFMGinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMGORIGINALphd_thesis_frederico_afonso_for_library.pdfphd_thesis_frederico_afonso_for_library.pdfPh.D. Thesis (Frederico Fernandes Afonso Silva)application/pdf20545809https://repositorio.ufmg.br/bitstream/1843/46591/3/phd_thesis_frederico_afonso_for_library.pdf8d533fdec052c91a5bb17c68b143b9faMD53LICENSElicense.txtlicense.txttext/plain; charset=utf-82118https://repositorio.ufmg.br/bitstream/1843/46591/4/license.txtcda590c95a0b51b4d15f60c9642ca272MD541843/465912022-10-25 12:49:29.772oai:repositorio.ufmg.br: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ório de PublicaçõesPUBhttps://repositorio.ufmg.br/oaiopendoar:2022-10-25T15:49:29Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)false
dc.title.pt_BR.fl_str_mv Dynamic modeling of robotic systems : a dual quaternion formulation
dc.title.alternative.pt_BR.fl_str_mv Modelagem dinâmica de sistemas robóticos : uma formulação utilizando quatérnios duais
title Dynamic modeling of robotic systems : a dual quaternion formulation
spellingShingle Dynamic modeling of robotic systems : a dual quaternion formulation
Frederico Fernandes Afonso Silva
Dynamic modeling of robots
Newton-Euler formalism
Modular composition
Topological graph
Dual quaternions
Engenharia elétrica
Quatérnios
Robótica
Teoria dos grafos
title_short Dynamic modeling of robotic systems : a dual quaternion formulation
title_full Dynamic modeling of robotic systems : a dual quaternion formulation
title_fullStr Dynamic modeling of robotic systems : a dual quaternion formulation
title_full_unstemmed Dynamic modeling of robotic systems : a dual quaternion formulation
title_sort Dynamic modeling of robotic systems : a dual quaternion formulation
author Frederico Fernandes Afonso Silva
author_facet Frederico Fernandes Afonso Silva
author_role author
dc.contributor.advisor1.fl_str_mv Bruno Vilhena Adorno
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/3363634987221133
dc.contributor.referee1.fl_str_mv Edson Roberto De Pieri
dc.contributor.referee2.fl_str_mv João Yoshiyuki Ishihara
dc.contributor.referee3.fl_str_mv Leonardo Antônio Borges Tôrres
dc.contributor.referee4.fl_str_mv Guilherme Vianna Raffo
dc.contributor.referee5.fl_str_mv Bruno Vilhena Adorno
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/6518919813741344
dc.contributor.author.fl_str_mv Frederico Fernandes Afonso Silva
contributor_str_mv Bruno Vilhena Adorno
Edson Roberto De Pieri
João Yoshiyuki Ishihara
Leonardo Antônio Borges Tôrres
Guilherme Vianna Raffo
Bruno Vilhena Adorno
dc.subject.por.fl_str_mv Dynamic modeling of robots
Newton-Euler formalism
Modular composition
Topological graph
Dual quaternions
topic Dynamic modeling of robots
Newton-Euler formalism
Modular composition
Topological graph
Dual quaternions
Engenharia elétrica
Quatérnios
Robótica
Teoria dos grafos
dc.subject.other.pt_BR.fl_str_mv Engenharia elétrica
Quatérnios
Robótica
Teoria dos grafos
description This thesis proposes a technique for the dynamic modeling of serial and branched robots using dual quaternion algebra. The modeling accounts for all lower-pair kinematic joints and six-degree-of-freedom joints, and the framework enables the systematic modular composition of dynamic models comprising several subsystems, each, in turn, composed of multiple rigid bodies. The proposed strategy is applicable even if some subsystems are regarded as black boxes, requiring only the twists and wrenches at the connection points between different subsystems. To help in the model composition, a unified graph representation that encodes the propagation of twists and wrenches between the subsystems is also proposed. The joint wrenches result from the calculation of the interconnection matrix of the graph, making the modeling procedure straightforward. The framework was validated using serial manipulators of 6-DoF and 50-DoF, a 9-DoF holonomic mobile manipulator, and a 38-DoF branched robot composed of 9 subsystems. The results were compared with Peter Corke's Robotics Toolbox, Roy Featherstone's Spatial V2, and the robot simulator V-REP/CoppeliaSim, demonstrating that the proposed formalism is as accurate as state-of-the-art libraries.
publishDate 2022
dc.date.accessioned.fl_str_mv 2022-10-25T15:49:29Z
dc.date.available.fl_str_mv 2022-10-25T15:49:29Z
dc.date.issued.fl_str_mv 2022-06-16
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1843/46591
dc.identifier.orcid.pt_BR.fl_str_mv 0000-0003-2130-3636
url http://hdl.handle.net/1843/46591
identifier_str_mv 0000-0003-2130-3636
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Engenharia Elétrica
dc.publisher.initials.fl_str_mv UFMG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv ENG - DEPARTAMENTO DE ENGENHARIA ELÉTRICA
publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFMG
instname:Universidade Federal de Minas Gerais (UFMG)
instacron:UFMG
instname_str Universidade Federal de Minas Gerais (UFMG)
instacron_str UFMG
institution UFMG
reponame_str Repositório Institucional da UFMG
collection Repositório Institucional da UFMG
bitstream.url.fl_str_mv https://repositorio.ufmg.br/bitstream/1843/46591/3/phd_thesis_frederico_afonso_for_library.pdf
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