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Trajectory Tracking Control of Transformer Inspection Robot Using Distributed Model Predictive Control

To overcome the difficulty in tracking the trajectory of an inspection robot inside a transformer, this paper proposes a distributed model predictive control method. First, the kinematics and dynamics models of a robot in transformer oil are established based on the Lagrange equation. Then, by using...

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Detalles Bibliográficos
Autores principales: Wei, Lai, Xiang, Guofei, Ma, Congjun, Jiang, Xuejian, Dian, Songyi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10674847/
https://www.ncbi.nlm.nih.gov/pubmed/38005624
http://dx.doi.org/10.3390/s23229238
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author Wei, Lai
Xiang, Guofei
Ma, Congjun
Jiang, Xuejian
Dian, Songyi
author_facet Wei, Lai
Xiang, Guofei
Ma, Congjun
Jiang, Xuejian
Dian, Songyi
author_sort Wei, Lai
collection PubMed
description To overcome the difficulty in tracking the trajectory of an inspection robot inside a transformer, this paper proposes a distributed model predictive control method. First, the kinematics and dynamics models of a robot in transformer oil are established based on the Lagrange equation. Then, by using the nonlinear model predictive control method and following the distributed control theory, the motion of a robot in transformer oil is decoupled into five independent subsystems. Based on this, a distributed model predictive control (DMPC) method is then developed. Finally, the simulation results indicate that a robot motion control system based on DMPC achieves high tracking accuracy and robustness with reduced computing complexity, and it provides an effective solution for the motion control of robots in narrow environments.
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spelling pubmed-106748472023-11-17 Trajectory Tracking Control of Transformer Inspection Robot Using Distributed Model Predictive Control Wei, Lai Xiang, Guofei Ma, Congjun Jiang, Xuejian Dian, Songyi Sensors (Basel) Article To overcome the difficulty in tracking the trajectory of an inspection robot inside a transformer, this paper proposes a distributed model predictive control method. First, the kinematics and dynamics models of a robot in transformer oil are established based on the Lagrange equation. Then, by using the nonlinear model predictive control method and following the distributed control theory, the motion of a robot in transformer oil is decoupled into five independent subsystems. Based on this, a distributed model predictive control (DMPC) method is then developed. Finally, the simulation results indicate that a robot motion control system based on DMPC achieves high tracking accuracy and robustness with reduced computing complexity, and it provides an effective solution for the motion control of robots in narrow environments. MDPI 2023-11-17 /pmc/articles/PMC10674847/ /pubmed/38005624 http://dx.doi.org/10.3390/s23229238 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wei, Lai
Xiang, Guofei
Ma, Congjun
Jiang, Xuejian
Dian, Songyi
Trajectory Tracking Control of Transformer Inspection Robot Using Distributed Model Predictive Control
title Trajectory Tracking Control of Transformer Inspection Robot Using Distributed Model Predictive Control
title_full Trajectory Tracking Control of Transformer Inspection Robot Using Distributed Model Predictive Control
title_fullStr Trajectory Tracking Control of Transformer Inspection Robot Using Distributed Model Predictive Control
title_full_unstemmed Trajectory Tracking Control of Transformer Inspection Robot Using Distributed Model Predictive Control
title_short Trajectory Tracking Control of Transformer Inspection Robot Using Distributed Model Predictive Control
title_sort trajectory tracking control of transformer inspection robot using distributed model predictive control
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10674847/
https://www.ncbi.nlm.nih.gov/pubmed/38005624
http://dx.doi.org/10.3390/s23229238
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AT jiangxuejian trajectorytrackingcontroloftransformerinspectionrobotusingdistributedmodelpredictivecontrol
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