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Design of Event-Triggered Fault-Tolerant Control for Stochastic Systems with Time-Delays

This paper proposes two novel, event-triggered fault-tolerant control strategies for a class of stochastic systems with state delays. The plant is disturbed by a Gaussian process, actuator faults, and unknown disturbances. First, a special case about fault signals that are coupled to the unknown dis...

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Detalles Bibliográficos
Autores principales: Gao, Yi, Li, YunJi, Peng, Li, Liu, Junyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6021862/
https://www.ncbi.nlm.nih.gov/pubmed/29899314
http://dx.doi.org/10.3390/s18061929
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author Gao, Yi
Li, YunJi
Peng, Li
Liu, Junyu
author_facet Gao, Yi
Li, YunJi
Peng, Li
Liu, Junyu
author_sort Gao, Yi
collection PubMed
description This paper proposes two novel, event-triggered fault-tolerant control strategies for a class of stochastic systems with state delays. The plant is disturbed by a Gaussian process, actuator faults, and unknown disturbances. First, a special case about fault signals that are coupled to the unknown disturbances is discussed, and then a fault-tolerant strategy is designed based on an event condition on system states. Subsequently, a send-on-delta transmission framework is established to deal with the problem of fault-tolerant control strategy against fault signals separated from the external disturbances. Two criteria are provided to design feedback controllers in order to guarantee that the systems are exponentially mean-square stable, and the corresponding [Formula: see text]-norm disturbance attenuation levels are achieved. Two theorems were obtained by synthesizing the feedback control gains and the desired event conditions in terms of linear matrix inequalities (LMIs). Finally, two numerical examples are provided to illustrate the effectiveness of the proposed theoretical results.
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spelling pubmed-60218622018-07-02 Design of Event-Triggered Fault-Tolerant Control for Stochastic Systems with Time-Delays Gao, Yi Li, YunJi Peng, Li Liu, Junyu Sensors (Basel) Article This paper proposes two novel, event-triggered fault-tolerant control strategies for a class of stochastic systems with state delays. The plant is disturbed by a Gaussian process, actuator faults, and unknown disturbances. First, a special case about fault signals that are coupled to the unknown disturbances is discussed, and then a fault-tolerant strategy is designed based on an event condition on system states. Subsequently, a send-on-delta transmission framework is established to deal with the problem of fault-tolerant control strategy against fault signals separated from the external disturbances. Two criteria are provided to design feedback controllers in order to guarantee that the systems are exponentially mean-square stable, and the corresponding [Formula: see text]-norm disturbance attenuation levels are achieved. Two theorems were obtained by synthesizing the feedback control gains and the desired event conditions in terms of linear matrix inequalities (LMIs). Finally, two numerical examples are provided to illustrate the effectiveness of the proposed theoretical results. MDPI 2018-06-13 /pmc/articles/PMC6021862/ /pubmed/29899314 http://dx.doi.org/10.3390/s18061929 Text en © 2018 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gao, Yi
Li, YunJi
Peng, Li
Liu, Junyu
Design of Event-Triggered Fault-Tolerant Control for Stochastic Systems with Time-Delays
title Design of Event-Triggered Fault-Tolerant Control for Stochastic Systems with Time-Delays
title_full Design of Event-Triggered Fault-Tolerant Control for Stochastic Systems with Time-Delays
title_fullStr Design of Event-Triggered Fault-Tolerant Control for Stochastic Systems with Time-Delays
title_full_unstemmed Design of Event-Triggered Fault-Tolerant Control for Stochastic Systems with Time-Delays
title_short Design of Event-Triggered Fault-Tolerant Control for Stochastic Systems with Time-Delays
title_sort design of event-triggered fault-tolerant control for stochastic systems with time-delays
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6021862/
https://www.ncbi.nlm.nih.gov/pubmed/29899314
http://dx.doi.org/10.3390/s18061929
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