Brachiating power line inspection robot: controller design and implementation

The prevalence of electrical transmission networks has led to an increase in productivity and prosperity. In 2014, estimates showed that the global electric power transmission network consisted of 5.5 million circuit kilometres (Ckm) of high-voltage transmission lines with a combined capacity of 17...

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Main Author: Shongwe, Lindokuhle
Other Authors: Boje, Edward
Format: Dissertation
Language:English
Published: Faculty of Engineering and the Built Environment 2021
Subjects:
Online Access:http://hdl.handle.net/11427/34012
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spelling ndltd-netd.ac.za-oai-union.ndltd.org-uct-oai-localhost-11427-340122021-10-01T05:09:21Z Brachiating power line inspection robot: controller design and implementation Shongwe, Lindokuhle Boje, Edward Engineering The prevalence of electrical transmission networks has led to an increase in productivity and prosperity. In 2014, estimates showed that the global electric power transmission network consisted of 5.5 million circuit kilometres (Ckm) of high-voltage transmission lines with a combined capacity of 17 million mega-volt ampere. The vastness of the global transmission grid presents a significant problem for infrastructure maintenance. The high maintenance costs, coupled with challenging terrain, provide an opportunity for autonomous inspection robots. The Brachiating Power Line Inspection Robot (BPLIR) with wheels [73] is a transmission line inspection robot. The BPLIR is the focus of this research and this dissertation tackles the problem of state estimation, adaptive trajectory generation and robust control for the BPLIR. A kinematics-based Kalman Filter state estimator was designed and implemented to determine the full system state. Instrumentation used for measurement consisted of 2 Inertial Measurement Units (IMUs). The advantages of utilising IMUs is that they are less susceptible to drift, have no moving parts and are not prone to misalignment errors. The use of IMU's in the design meant that absolute angles (link angles measured with respect to earth) could be estimated, enabling the BPLIR to navigate inclined slopes. Quantitative Feedback Control theory was employed to address the issue of parameter uncertainty during operation. The operating environment of the BPLIR requires it to be robust to environmental factors such as wind disturbance and uncertainty in joint friction over time. The resulting robust control system was able to compensate for uncertain system parameters and reject disturbances in simulation. An online trajectory generator (OTG), inspired by Raibert-style reverse-time symmetry[10], fed into the control system to drive the end effector to the power line by employing brachiation. The OTG produced two trajectories; one of which was reverse time symmetrical and; another which minimised the perpendicular distance between the end gripper and the power line. Linear interpolation between the two trajectories ensured a smooth bump-less trajectory for the BPLIR to follow. 2021-09-29T16:32:40Z 2021-09-29T16:32:40Z 2021 2021-09-29T14:35:23Z Master Thesis Masters MSc http://hdl.handle.net/11427/34012 eng application/pdf Faculty of Engineering and the Built Environment Department of Electrical Engineering
collection NDLTD
language English
format Dissertation
sources NDLTD
topic Engineering
spellingShingle Engineering
Shongwe, Lindokuhle
Brachiating power line inspection robot: controller design and implementation
description The prevalence of electrical transmission networks has led to an increase in productivity and prosperity. In 2014, estimates showed that the global electric power transmission network consisted of 5.5 million circuit kilometres (Ckm) of high-voltage transmission lines with a combined capacity of 17 million mega-volt ampere. The vastness of the global transmission grid presents a significant problem for infrastructure maintenance. The high maintenance costs, coupled with challenging terrain, provide an opportunity for autonomous inspection robots. The Brachiating Power Line Inspection Robot (BPLIR) with wheels [73] is a transmission line inspection robot. The BPLIR is the focus of this research and this dissertation tackles the problem of state estimation, adaptive trajectory generation and robust control for the BPLIR. A kinematics-based Kalman Filter state estimator was designed and implemented to determine the full system state. Instrumentation used for measurement consisted of 2 Inertial Measurement Units (IMUs). The advantages of utilising IMUs is that they are less susceptible to drift, have no moving parts and are not prone to misalignment errors. The use of IMU's in the design meant that absolute angles (link angles measured with respect to earth) could be estimated, enabling the BPLIR to navigate inclined slopes. Quantitative Feedback Control theory was employed to address the issue of parameter uncertainty during operation. The operating environment of the BPLIR requires it to be robust to environmental factors such as wind disturbance and uncertainty in joint friction over time. The resulting robust control system was able to compensate for uncertain system parameters and reject disturbances in simulation. An online trajectory generator (OTG), inspired by Raibert-style reverse-time symmetry[10], fed into the control system to drive the end effector to the power line by employing brachiation. The OTG produced two trajectories; one of which was reverse time symmetrical and; another which minimised the perpendicular distance between the end gripper and the power line. Linear interpolation between the two trajectories ensured a smooth bump-less trajectory for the BPLIR to follow.
author2 Boje, Edward
author_facet Boje, Edward
Shongwe, Lindokuhle
author Shongwe, Lindokuhle
author_sort Shongwe, Lindokuhle
title Brachiating power line inspection robot: controller design and implementation
title_short Brachiating power line inspection robot: controller design and implementation
title_full Brachiating power line inspection robot: controller design and implementation
title_fullStr Brachiating power line inspection robot: controller design and implementation
title_full_unstemmed Brachiating power line inspection robot: controller design and implementation
title_sort brachiating power line inspection robot: controller design and implementation
publisher Faculty of Engineering and the Built Environment
publishDate 2021
url http://hdl.handle.net/11427/34012
work_keys_str_mv AT shongwelindokuhle brachiatingpowerlineinspectionrobotcontrollerdesignandimplementation
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