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Precise Motion Control of a Power Line Inspection Robot Using Hybrid Time Delay and State Feedback Control
Intelligent robotic inspection of power transmission lines has proved to be an excellent alternative to the traditional manual inspection methods, which are often tedious, expensive, and dangerous. However, to achieve effective automation of the robots under different working environments, the dynam...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8907471/ https://www.ncbi.nlm.nih.gov/pubmed/35280959 http://dx.doi.org/10.3389/frobt.2022.746991 |
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author | Alhassan, Ahmad Bala Zhang, Xiaodong Shen, Haiming Xu, Haibo Hamza, Khaled Masengo, Gilbert |
author_facet | Alhassan, Ahmad Bala Zhang, Xiaodong Shen, Haiming Xu, Haibo Hamza, Khaled Masengo, Gilbert |
author_sort | Alhassan, Ahmad Bala |
collection | PubMed |
description | Intelligent robotic inspection of power transmission lines has proved to be an excellent alternative to the traditional manual inspection methods, which are often tedious, expensive, and dangerous. However, to achieve effective automation of the robots under different working environments, the dynamic analysis and control of the robots need to be investigated for an efficient inspection process. Nonetheless, the application of control techniques for the position, speed and vibration control of these robots has not been explored in detail by the existing literature. Thus, an approach for precise motion control of the sliding inspection robot is presented in this paper. The main contribution of the study is that the chattering problem associated with the traditional command shaping time delay control (TDC) was minimized by smoothing the chattered input signal. Then, the improved control (iTDC) which is effective for oscillation control is hybridized with a pole placement based feedback control (PPC) to achieve both position and the sway angle control of the robot. The nonlinear and the linearized models of the sliding robot were established for the control design and analysis. Three parameters of the robot, namely, the length of the suspended arm, the mass of the payload, and the friction coefficient of different surfaces, were used to assess the robustness of the controller to model uncertainties. The iTDC + PPC has improved the velocity of TDC by 201% and minimizes the angular oscillation of PPC by 209%. Thus, the results demonstrate that the hybridized iTDC + PPC approach could be effectively applied for precise motion control of the sliding inspection robot. |
format | Online Article Text |
id | pubmed-8907471 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89074712022-03-11 Precise Motion Control of a Power Line Inspection Robot Using Hybrid Time Delay and State Feedback Control Alhassan, Ahmad Bala Zhang, Xiaodong Shen, Haiming Xu, Haibo Hamza, Khaled Masengo, Gilbert Front Robot AI Robotics and AI Intelligent robotic inspection of power transmission lines has proved to be an excellent alternative to the traditional manual inspection methods, which are often tedious, expensive, and dangerous. However, to achieve effective automation of the robots under different working environments, the dynamic analysis and control of the robots need to be investigated for an efficient inspection process. Nonetheless, the application of control techniques for the position, speed and vibration control of these robots has not been explored in detail by the existing literature. Thus, an approach for precise motion control of the sliding inspection robot is presented in this paper. The main contribution of the study is that the chattering problem associated with the traditional command shaping time delay control (TDC) was minimized by smoothing the chattered input signal. Then, the improved control (iTDC) which is effective for oscillation control is hybridized with a pole placement based feedback control (PPC) to achieve both position and the sway angle control of the robot. The nonlinear and the linearized models of the sliding robot were established for the control design and analysis. Three parameters of the robot, namely, the length of the suspended arm, the mass of the payload, and the friction coefficient of different surfaces, were used to assess the robustness of the controller to model uncertainties. The iTDC + PPC has improved the velocity of TDC by 201% and minimizes the angular oscillation of PPC by 209%. Thus, the results demonstrate that the hybridized iTDC + PPC approach could be effectively applied for precise motion control of the sliding inspection robot. Frontiers Media S.A. 2022-02-24 /pmc/articles/PMC8907471/ /pubmed/35280959 http://dx.doi.org/10.3389/frobt.2022.746991 Text en Copyright © 2022 Alhassan, Zhang, Shen, Xu, Hamza and Masengo. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Robotics and AI Alhassan, Ahmad Bala Zhang, Xiaodong Shen, Haiming Xu, Haibo Hamza, Khaled Masengo, Gilbert Precise Motion Control of a Power Line Inspection Robot Using Hybrid Time Delay and State Feedback Control |
title | Precise Motion Control of a Power Line Inspection Robot Using Hybrid Time Delay and State Feedback Control |
title_full | Precise Motion Control of a Power Line Inspection Robot Using Hybrid Time Delay and State Feedback Control |
title_fullStr | Precise Motion Control of a Power Line Inspection Robot Using Hybrid Time Delay and State Feedback Control |
title_full_unstemmed | Precise Motion Control of a Power Line Inspection Robot Using Hybrid Time Delay and State Feedback Control |
title_short | Precise Motion Control of a Power Line Inspection Robot Using Hybrid Time Delay and State Feedback Control |
title_sort | precise motion control of a power line inspection robot using hybrid time delay and state feedback control |
topic | Robotics and AI |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8907471/ https://www.ncbi.nlm.nih.gov/pubmed/35280959 http://dx.doi.org/10.3389/frobt.2022.746991 |
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