Decentralized adaptive fault-tolerant control of interconnected systems with sensor faults
Decentralized adaptive fault-tolerant control of interconnected systems with sensor faults
The paper considers a class of interconnected nonlinear systems with unknown sensor faults and uncertain interactions. Each subsystem is subject not only to the local sensor faults but also to the possible effects of faults from other subsystems through uncertain interactions. Both multiplicative and time-varying additive sensor faults are taken into consideration, which are allowed to be unknown. A decentralized adaptive fault-tolerant control (FTC) scheme has been established. To eliminate the effects of faults in the control loop, several auxiliary quantities are constructed wisely and estimated by the designed adaptive mechanism. A smooth function is proposed, by which the uncertain interactions can be compensated even if they are coupled with sensor faults. It is proved that, by using only the corrupted states, all the closed-loop signals are globally uniformly bounded, and the output tracking error converges into an adjustable residual set. Finally, simulation and comparison studies are presented to illustrate the effectiveness of the proposed scheme.
adaptive control, decentralized control, Fault-tolerant control, interconnected systems, sensor faults
157-162
Fang, Xinpeng
135f800e-5011-4e4f-a483-f0d935ed85a4
Fan, Huijin
c2d58f76-05ea-416d-a5e9-ad971930d613
Liu, Lei
51ddf4cf-b2db-43ad-8e3b-46f0e110f3b2
Wang, Bo
c7e48a2e-8790-4e1f-9740-5b50dd713030
Fang, Xinpeng
135f800e-5011-4e4f-a483-f0d935ed85a4
Fan, Huijin
c2d58f76-05ea-416d-a5e9-ad971930d613
Liu, Lei
51ddf4cf-b2db-43ad-8e3b-46f0e110f3b2
Wang, Bo
c7e48a2e-8790-4e1f-9740-5b50dd713030
Fang, Xinpeng, Fan, Huijin, Liu, Lei and Wang, Bo
(2022)
Decentralized adaptive fault-tolerant control of interconnected systems with sensor faults.
Journal of Control and Decision, 51, .
(doi:10.1080/23307706.2023.2227184).
(In Press)
Abstract
The paper considers a class of interconnected nonlinear systems with unknown sensor faults and uncertain interactions. Each subsystem is subject not only to the local sensor faults but also to the possible effects of faults from other subsystems through uncertain interactions. Both multiplicative and time-varying additive sensor faults are taken into consideration, which are allowed to be unknown. A decentralized adaptive fault-tolerant control (FTC) scheme has been established. To eliminate the effects of faults in the control loop, several auxiliary quantities are constructed wisely and estimated by the designed adaptive mechanism. A smooth function is proposed, by which the uncertain interactions can be compensated even if they are coupled with sensor faults. It is proved that, by using only the corrupted states, all the closed-loop signals are globally uniformly bounded, and the output tracking error converges into an adjustable residual set. Finally, simulation and comparison studies are presented to illustrate the effectiveness of the proposed scheme.
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Accepted/In Press date: 1 August 2022
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Publisher Copyright:
© 2023 Northeastern University, China.
Keywords:
adaptive control, decentralized control, Fault-tolerant control, interconnected systems, sensor faults
Identifiers
Local EPrints ID: 495611
URI: http://eprints.soton.ac.uk/id/eprint/495611
ISSN: 2330-7706
PURE UUID: 4625f019-2bed-454d-bca6-b66ac0652670
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Date deposited: 19 Nov 2024 17:42
Last modified: 21 Nov 2024 03:11
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Contributors
Author:
Xinpeng Fang
Author:
Huijin Fan
Author:
Lei Liu
Author:
Bo Wang
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