Adaptive PID actuator fault tolerant control of single-link flexible manipulator

Actuator faults may cause performance degradation of a system and may sometimes even lead to instability. This paper deals with the fault tolerant control problem of a single-link flexible manipulator under a loss of actuator effectiveness. The proposed control scheme uses an adaptive proportional–i...

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Main Authors: Abd. Latip, Siti Fadilah, Husain, Abdul Rashid, Mohamed, Zaharuddin, Mohd. Basri, Mohd. Ariffanan
Format: Article
Published: SAGE Publications Ltd 2019
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Online Access:http://eprints.utm.my/id/eprint/87803/
http://dx.doi.org/10.1177/0142331218776720
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spelling my.utm.878032020-11-30T13:20:55Z http://eprints.utm.my/id/eprint/87803/ Adaptive PID actuator fault tolerant control of single-link flexible manipulator Abd. Latip, Siti Fadilah Husain, Abdul Rashid Mohamed, Zaharuddin Mohd. Basri, Mohd. Ariffanan TK Electrical engineering. Electronics Nuclear engineering Actuator faults may cause performance degradation of a system and may sometimes even lead to instability. This paper deals with the fault tolerant control problem of a single-link flexible manipulator under a loss of actuator effectiveness. The proposed control scheme uses an adaptive proportional–integral–derivative (APID) controller, which may automatically online tune the three control gains, k p , k i , and k d . The adaptation laws of the APID controller are derived in the sense of the Lyapunov function, so that the stability of the closed-loop system may be guaranteed. The main advantage of the proposed methodology is that no prior offline learning or manual retuning of the PID controller is required to accommodate the actuator fault. In addition, the proposed APID controller does not require any knowledge of the fault magnitude in advance. The effectiveness and feasibility of the proposed approach is tested for the hub angular position and tracking control of a single-link flexible manipulator under both faulty and fault-free conditions. The results demonstrate that the approach is valid, leading to an accurate fault reconstruction, a better transient and good tracking performance, and significantly improved upon previous approaches in terms of errors with respect to the corresponding traditional fixed-gain PID controller. SAGE Publications Ltd 2019-02-01 Article PeerReviewed Abd. Latip, Siti Fadilah and Husain, Abdul Rashid and Mohamed, Zaharuddin and Mohd. Basri, Mohd. Ariffanan (2019) Adaptive PID actuator fault tolerant control of single-link flexible manipulator. Transactions of the Institute of Measurement and Control, 41 (4). pp. 1019-1031. ISSN 0142-3312 http://dx.doi.org/10.1177/0142331218776720 DOI:10.1177/0142331218776720
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Abd. Latip, Siti Fadilah
Husain, Abdul Rashid
Mohamed, Zaharuddin
Mohd. Basri, Mohd. Ariffanan
Adaptive PID actuator fault tolerant control of single-link flexible manipulator
description Actuator faults may cause performance degradation of a system and may sometimes even lead to instability. This paper deals with the fault tolerant control problem of a single-link flexible manipulator under a loss of actuator effectiveness. The proposed control scheme uses an adaptive proportional–integral–derivative (APID) controller, which may automatically online tune the three control gains, k p , k i , and k d . The adaptation laws of the APID controller are derived in the sense of the Lyapunov function, so that the stability of the closed-loop system may be guaranteed. The main advantage of the proposed methodology is that no prior offline learning or manual retuning of the PID controller is required to accommodate the actuator fault. In addition, the proposed APID controller does not require any knowledge of the fault magnitude in advance. The effectiveness and feasibility of the proposed approach is tested for the hub angular position and tracking control of a single-link flexible manipulator under both faulty and fault-free conditions. The results demonstrate that the approach is valid, leading to an accurate fault reconstruction, a better transient and good tracking performance, and significantly improved upon previous approaches in terms of errors with respect to the corresponding traditional fixed-gain PID controller.
format Article
author Abd. Latip, Siti Fadilah
Husain, Abdul Rashid
Mohamed, Zaharuddin
Mohd. Basri, Mohd. Ariffanan
author_facet Abd. Latip, Siti Fadilah
Husain, Abdul Rashid
Mohamed, Zaharuddin
Mohd. Basri, Mohd. Ariffanan
author_sort Abd. Latip, Siti Fadilah
title Adaptive PID actuator fault tolerant control of single-link flexible manipulator
title_short Adaptive PID actuator fault tolerant control of single-link flexible manipulator
title_full Adaptive PID actuator fault tolerant control of single-link flexible manipulator
title_fullStr Adaptive PID actuator fault tolerant control of single-link flexible manipulator
title_full_unstemmed Adaptive PID actuator fault tolerant control of single-link flexible manipulator
title_sort adaptive pid actuator fault tolerant control of single-link flexible manipulator
publisher SAGE Publications Ltd
publishDate 2019
url http://eprints.utm.my/id/eprint/87803/
http://dx.doi.org/10.1177/0142331218776720
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score 13.160551