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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-10674847 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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