Annulus-event-based fault detection for state-saturated nonlinear systems with time-varying delays
•The annulus-event-based communication scheme is introduced for the purpose of avoiding unnecessary transmission of measurement outputs.•A new fault detection scheme is given for saturated nonlinear systems with state saturations and time-varying delays.•A new iterative linear matrix inequality algo...
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| Published in | Journal of the Franklin Institute Vol. 358; no. 15; pp. 8061 - 8084 |
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| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elmsford
Elsevier Ltd
01.10.2021
Elsevier Science Ltd |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0016-0032 1879-2693 0016-0032 |
| DOI | 10.1016/j.jfranklin.2021.08.006 |
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| Abstract | •The annulus-event-based communication scheme is introduced for the purpose of avoiding unnecessary transmission of measurement outputs.•A new fault detection scheme is given for saturated nonlinear systems with state saturations and time-varying delays.•A new iterative linear matrix inequality algorithm is presented to deal with the obtained nonlinear matrix inequalities.
In this paper, the annulus-event-based fault detection method is proposed for a class of nonlinear systems subject to state saturation and time-varying delays. In particular, in order to save the network resources, a novel communication strategy called annulus-event-based triggering mechanism is considered. That is to say, the measurement output is sent to the filter only when the error between the measured value at the current moment and the data at the last transmission moment is within the prescribed triggering-annulus. Moreover, the system states at each instant are bounded by the convex hull via introducing a free matrix whose infinite norm is less than or equal to 1. Subsequently, sufficient conditions are obtained to ensure the global asymptotic stability and the H∞ performance of the filtering error dynamics system, which are expressed in line with some nonlinear matrix inequalities that can be handled via the given iterative linear matrix inequality method. Finally, two numerical simulations are employed to illustrate the validity of the developed fault detection filtering algorithm. |
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| AbstractList | In this paper, the annulus-event-based fault detection method is proposed for a class of nonlinear systems subject to state saturation and time-varying delays. In particular, in order to save the network resources, a novel communication strategy called annulus-event-based triggering mechanism is considered. That is to say, the measurement output is sent to the filter only when the error between the measured value at the current moment and the data at the last transmission moment is within the prescribed triggering-annulus. Moreover, the system states at each instant are bounded by the convex hull via introducing a free matrix whose infinite norm is less than or equal to 1. Subsequently, sufficient conditions are obtained to ensure the global asymptotic stability and the H∞ performance of the filtering error dynamics system, which are expressed in line with some nonlinear matrix inequalities that can be handled via the given iterative linear matrix inequality method. Finally, two numerical simulations are employed to illustrate the validity of the developed fault detection filtering algorithm. •The annulus-event-based communication scheme is introduced for the purpose of avoiding unnecessary transmission of measurement outputs.•A new fault detection scheme is given for saturated nonlinear systems with state saturations and time-varying delays.•A new iterative linear matrix inequality algorithm is presented to deal with the obtained nonlinear matrix inequalities. In this paper, the annulus-event-based fault detection method is proposed for a class of nonlinear systems subject to state saturation and time-varying delays. In particular, in order to save the network resources, a novel communication strategy called annulus-event-based triggering mechanism is considered. That is to say, the measurement output is sent to the filter only when the error between the measured value at the current moment and the data at the last transmission moment is within the prescribed triggering-annulus. Moreover, the system states at each instant are bounded by the convex hull via introducing a free matrix whose infinite norm is less than or equal to 1. Subsequently, sufficient conditions are obtained to ensure the global asymptotic stability and the H∞ performance of the filtering error dynamics system, which are expressed in line with some nonlinear matrix inequalities that can be handled via the given iterative linear matrix inequality method. Finally, two numerical simulations are employed to illustrate the validity of the developed fault detection filtering algorithm. |
| Author | Chen, Dongyan Hu, Jun Chen, Weilu Yu, Xiaoyang Wu, Zhihui |
| Author_xml | – sequence: 1 givenname: Weilu surname: Chen fullname: Chen, Weilu organization: School of Measurement and Communication, Harbin University of Science and Technology, Harbin 150080, China – sequence: 2 givenname: Jun orcidid: 0000-0002-7852-5064 surname: Hu fullname: Hu, Jun email: hujun2013@gmail.com, jhu@hrbust.edu.cn organization: School of Science, Harbin University of Science and Technology, Harbin 150080, China – sequence: 3 givenname: Xiaoyang surname: Yu fullname: Yu, Xiaoyang organization: School of Measurement and Communication, Harbin University of Science and Technology, Harbin 150080, China – sequence: 4 givenname: Dongyan surname: Chen fullname: Chen, Dongyan organization: School of Science, Harbin University of Science and Technology, Harbin 150080, China – sequence: 5 givenname: Zhihui surname: Wu fullname: Wu, Zhihui organization: School of Science, Harbin University of Science and Technology, Harbin 150080, China |
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| Snippet | •The annulus-event-based communication scheme is introduced for the purpose of avoiding unnecessary transmission of measurement outputs.•A new fault detection... In this paper, the annulus-event-based fault detection method is proposed for a class of nonlinear systems subject to state saturation and time-varying delays.... |
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| SubjectTerms | Algorithms Annuli Computational geometry Convexity Dynamic stability Error analysis Fault detection Fault diagnosis Fault tolerance Filtration Iterative methods Linear matrix inequalities Mathematical analysis Nonlinear systems Signal processing Simulation |
| Title | Annulus-event-based fault detection for state-saturated nonlinear systems with time-varying delays |
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