POSITION CONTROL OF A MANIPULATOR ROBOTIC ARM CONSIDERING FLEXIBLE JOINTS DRIVEN BY A DC MOTOR AND A CONTROLLED TORQUE BY A MR-BRAKE
Autor(a) principal: | |
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Data de Publicação: | 2017 |
Outros Autores: | , , , , , |
Tipo de documento: | Artigo de conferência |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://hdl.handle.net/11449/162775 |
Resumo: | This paper presents a two-degree-of-freedom robotic arm design with flexible joints driven by a DC Motor and controlled by a Magnetorheological (MR) Brake, considering a feedback control. The MR Brake is used to provide adjustable constraints in motion of the manipulator and compensate overshoot by interactions between the robot's links and flexible joints of the motor drive mechanism. The torque of the MR Brake is obtained by the Radial Basis Function Neural Networks (RBFNN), which is a widely used class of neural networks for prediction or approximation of function. The RBFNN provides the nonlinear curve of hysteresis of MR brake to use torque. Two controllers were proposed to control the manipulator. The first one is obtained by feedback linearization control with the objective to remove the non-dependent terms of the state space equation. The second one is the feedback control obtained using the State-Dependent Riccati Equation (SDRE) with the objective of controlling the position of the manipulator and the torque applied on the MR brake. The numerical simulation results showed that the proposed control using both signal feedback linearization control and a feedback control signal by a. DC Motor and MR Brake is effective to control the flexible joint manipulators. |
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Repositório Institucional da UNESP |
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spelling |
POSITION CONTROL OF A MANIPULATOR ROBOTIC ARM CONSIDERING FLEXIBLE JOINTS DRIVEN BY A DC MOTOR AND A CONTROLLED TORQUE BY A MR-BRAKEThis paper presents a two-degree-of-freedom robotic arm design with flexible joints driven by a DC Motor and controlled by a Magnetorheological (MR) Brake, considering a feedback control. The MR Brake is used to provide adjustable constraints in motion of the manipulator and compensate overshoot by interactions between the robot's links and flexible joints of the motor drive mechanism. The torque of the MR Brake is obtained by the Radial Basis Function Neural Networks (RBFNN), which is a widely used class of neural networks for prediction or approximation of function. The RBFNN provides the nonlinear curve of hysteresis of MR brake to use torque. Two controllers were proposed to control the manipulator. The first one is obtained by feedback linearization control with the objective to remove the non-dependent terms of the state space equation. The second one is the feedback control obtained using the State-Dependent Riccati Equation (SDRE) with the objective of controlling the position of the manipulator and the torque applied on the MR brake. The numerical simulation results showed that the proposed control using both signal feedback linearization control and a feedback control signal by a. DC Motor and MR Brake is effective to control the flexible joint manipulators.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)UNESP Sao Paulo State Univ, Dept Elect Engn, CP 473, BR-17033360 Bauru, SP, BrazilUNESP Sao Paulo State Univ, Fac Mech Engn, CP 473, BR-17033360 Bauru, SP, BrazilUTFPR Fed Technol Univ Parana, Dept Elect, BR-84016210 Ponta Grossa, Parana, BrazilITA Aeronaut Technol Inst, Mech Aeronaut Div, BR-12228900 Sao Jose Dos Campos, SP, BrazilUNESP Sao Paulo State Univ, Dept Elect Engn, CP 473, BR-17033360 Bauru, SP, BrazilUNESP Sao Paulo State Univ, Fac Mech Engn, CP 473, BR-17033360 Bauru, SP, BrazilAmer Soc Mechanical EngineersUniversidade Estadual Paulista (Unesp)UTFPR Fed Technol Univ ParanaITA Aeronaut Technol InstLima, Jeferson J. [UNESP]Rocha, Rodrigo T. [UNESP]Janzen, Frederic C.Tusset, Angelo M.Bassinello, Dailhane G. [UNESP]Balthazar, Jose M. [UNESP]ASME2018-11-26T17:31:19Z2018-11-26T17:31:19Z2017-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject10Proceedings Of The Asme International Mechanical Engineering Congress And Exposition, 2016, Vol. 4b. New York: Amer Soc Mechanical Engineers, 10 p., 2017.http://hdl.handle.net/11449/162775WOS:000400806500022Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengProceedings Of The Asme International Mechanical Engineering Congress And Exposition, 2016, Vol. 4binfo:eu-repo/semantics/openAccess2024-06-28T13:55:48Zoai:repositorio.unesp.br:11449/162775Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-06T00:04:48.373834Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
POSITION CONTROL OF A MANIPULATOR ROBOTIC ARM CONSIDERING FLEXIBLE JOINTS DRIVEN BY A DC MOTOR AND A CONTROLLED TORQUE BY A MR-BRAKE |
title |
POSITION CONTROL OF A MANIPULATOR ROBOTIC ARM CONSIDERING FLEXIBLE JOINTS DRIVEN BY A DC MOTOR AND A CONTROLLED TORQUE BY A MR-BRAKE |
spellingShingle |
POSITION CONTROL OF A MANIPULATOR ROBOTIC ARM CONSIDERING FLEXIBLE JOINTS DRIVEN BY A DC MOTOR AND A CONTROLLED TORQUE BY A MR-BRAKE Lima, Jeferson J. [UNESP] |
title_short |
POSITION CONTROL OF A MANIPULATOR ROBOTIC ARM CONSIDERING FLEXIBLE JOINTS DRIVEN BY A DC MOTOR AND A CONTROLLED TORQUE BY A MR-BRAKE |
title_full |
POSITION CONTROL OF A MANIPULATOR ROBOTIC ARM CONSIDERING FLEXIBLE JOINTS DRIVEN BY A DC MOTOR AND A CONTROLLED TORQUE BY A MR-BRAKE |
title_fullStr |
POSITION CONTROL OF A MANIPULATOR ROBOTIC ARM CONSIDERING FLEXIBLE JOINTS DRIVEN BY A DC MOTOR AND A CONTROLLED TORQUE BY A MR-BRAKE |
title_full_unstemmed |
POSITION CONTROL OF A MANIPULATOR ROBOTIC ARM CONSIDERING FLEXIBLE JOINTS DRIVEN BY A DC MOTOR AND A CONTROLLED TORQUE BY A MR-BRAKE |
title_sort |
POSITION CONTROL OF A MANIPULATOR ROBOTIC ARM CONSIDERING FLEXIBLE JOINTS DRIVEN BY A DC MOTOR AND A CONTROLLED TORQUE BY A MR-BRAKE |
author |
Lima, Jeferson J. [UNESP] |
author_facet |
Lima, Jeferson J. [UNESP] Rocha, Rodrigo T. [UNESP] Janzen, Frederic C. Tusset, Angelo M. Bassinello, Dailhane G. [UNESP] Balthazar, Jose M. [UNESP] ASME |
author_role |
author |
author2 |
Rocha, Rodrigo T. [UNESP] Janzen, Frederic C. Tusset, Angelo M. Bassinello, Dailhane G. [UNESP] Balthazar, Jose M. [UNESP] ASME |
author2_role |
author author author author author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (Unesp) UTFPR Fed Technol Univ Parana ITA Aeronaut Technol Inst |
dc.contributor.author.fl_str_mv |
Lima, Jeferson J. [UNESP] Rocha, Rodrigo T. [UNESP] Janzen, Frederic C. Tusset, Angelo M. Bassinello, Dailhane G. [UNESP] Balthazar, Jose M. [UNESP] ASME |
description |
This paper presents a two-degree-of-freedom robotic arm design with flexible joints driven by a DC Motor and controlled by a Magnetorheological (MR) Brake, considering a feedback control. The MR Brake is used to provide adjustable constraints in motion of the manipulator and compensate overshoot by interactions between the robot's links and flexible joints of the motor drive mechanism. The torque of the MR Brake is obtained by the Radial Basis Function Neural Networks (RBFNN), which is a widely used class of neural networks for prediction or approximation of function. The RBFNN provides the nonlinear curve of hysteresis of MR brake to use torque. Two controllers were proposed to control the manipulator. The first one is obtained by feedback linearization control with the objective to remove the non-dependent terms of the state space equation. The second one is the feedback control obtained using the State-Dependent Riccati Equation (SDRE) with the objective of controlling the position of the manipulator and the torque applied on the MR brake. The numerical simulation results showed that the proposed control using both signal feedback linearization control and a feedback control signal by a. DC Motor and MR Brake is effective to control the flexible joint manipulators. |
publishDate |
2017 |
dc.date.none.fl_str_mv |
2017-01-01 2018-11-26T17:31:19Z 2018-11-26T17:31:19Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/conferenceObject |
format |
conferenceObject |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
Proceedings Of The Asme International Mechanical Engineering Congress And Exposition, 2016, Vol. 4b. New York: Amer Soc Mechanical Engineers, 10 p., 2017. http://hdl.handle.net/11449/162775 WOS:000400806500022 |
identifier_str_mv |
Proceedings Of The Asme International Mechanical Engineering Congress And Exposition, 2016, Vol. 4b. New York: Amer Soc Mechanical Engineers, 10 p., 2017. WOS:000400806500022 |
url |
http://hdl.handle.net/11449/162775 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Proceedings Of The Asme International Mechanical Engineering Congress And Exposition, 2016, Vol. 4b |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
10 |
dc.publisher.none.fl_str_mv |
Amer Soc Mechanical Engineers |
publisher.none.fl_str_mv |
Amer Soc Mechanical Engineers |
dc.source.none.fl_str_mv |
Web of Science reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
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1808129580469321728 |