On-line Input Signal Design Based on State Set-membership Estimation for Active Fault Detection

Jing Wang; Yuru Shi; Meng Zhou; Zhenhua Wang

doi:10.1109/SYSTOL.2019.8864737

On-line Input Signal Design Based on State Set-membership Estimation for Active Fault Detection

Jing Wang
, Yuru Shi
, Meng Zhou
, Zhenhua Wang

Beijing University of Chemical Technology
School of Astronautics, Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

A new on-line active fault detection method is proposed based on state set-membership ellipsoid in this paper. First, the system states are estimated based on H_∞ observer method. To implement on-line fault detection, the sliding-window approach is used in this paper Then, an optimal auxiliary input signal is designed to guarantee the separation of normal state ellipsoids and faulty state ellipsoids. Finally, compared with the method of output set-membership ellipsoid, simulation results demonstrate the advantages of the proposed method.

Original language	English
Title of host publication	2019 4th Conference on Control and Fault Tolerant Systems, SysTol 2019
Publisher	IEEE Computer Society
Pages	195-200
Number of pages	6
ISBN (Electronic)	9781728103808
DOIs	https://doi.org/10.1109/SYSTOL.2019.8864737
State	Published - Sep 2019
Externally published	Yes
Event	4th Conference on Control and Fault Tolerant Systems, SysTol 2019 - Casablanca, Morocco Duration: 18 Sep 2019 → 20 Sep 2019

Publication series

Name	Conference on Control and Fault-Tolerant Systems, SysTol
ISSN (Print)	2162-1195
ISSN (Electronic)	2162-1209

Conference

Conference	4th Conference on Control and Fault Tolerant Systems, SysTol 2019
Country/Territory	Morocco
City	Casablanca
Period	18/09/19 → 20/09/19

Access to Document

10.1109/SYSTOL.2019.8864737

Cite this

Wang, J., Shi, Y., Zhou, M., & Wang, Z. (2019). On-line Input Signal Design Based on State Set-membership Estimation for Active Fault Detection. In 2019 4th Conference on Control and Fault Tolerant Systems, SysTol 2019 (pp. 195-200). Article 8864737 (Conference on Control and Fault-Tolerant Systems, SysTol). IEEE Computer Society. https://doi.org/10.1109/SYSTOL.2019.8864737

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title = "On-line Input Signal Design Based on State Set-membership Estimation for Active Fault Detection",

abstract = "A new on-line active fault detection method is proposed based on state set-membership ellipsoid in this paper. First, the system states are estimated based on H∞ observer method. To implement on-line fault detection, the sliding-window approach is used in this paper Then, an optimal auxiliary input signal is designed to guarantee the separation of normal state ellipsoids and faulty state ellipsoids. Finally, compared with the method of output set-membership ellipsoid, simulation results demonstrate the advantages of the proposed method.",

author = "Jing Wang and Yuru Shi and Meng Zhou and Zhenhua Wang",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 4th Conference on Control and Fault Tolerant Systems, SysTol 2019 ; Conference date: 18-09-2019 Through 20-09-2019",

year = "2019",

month = sep,

doi = "10.1109/SYSTOL.2019.8864737",

language = "英语",

series = "Conference on Control and Fault-Tolerant Systems, SysTol",

publisher = "IEEE Computer Society",

pages = "195--200",

booktitle = "2019 4th Conference on Control and Fault Tolerant Systems, SysTol 2019",

address = "美国",

}

Wang, J, Shi, Y, Zhou, M & Wang, Z 2019, On-line Input Signal Design Based on State Set-membership Estimation for Active Fault Detection. in 2019 4th Conference on Control and Fault Tolerant Systems, SysTol 2019., 8864737, Conference on Control and Fault-Tolerant Systems, SysTol, IEEE Computer Society, pp. 195-200, 4th Conference on Control and Fault Tolerant Systems, SysTol 2019, Casablanca, Morocco, 18/09/19. https://doi.org/10.1109/SYSTOL.2019.8864737

On-line Input Signal Design Based on State Set-membership Estimation for Active Fault Detection. / Wang, Jing; Shi, Yuru; Zhou, Meng et al.
2019 4th Conference on Control and Fault Tolerant Systems, SysTol 2019. IEEE Computer Society, 2019. p. 195-200 8864737 (Conference on Control and Fault-Tolerant Systems, SysTol).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Shi, Yuru

AU - Zhou, Meng

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PY - 2019/9

Y1 - 2019/9

N2 - A new on-line active fault detection method is proposed based on state set-membership ellipsoid in this paper. First, the system states are estimated based on H∞ observer method. To implement on-line fault detection, the sliding-window approach is used in this paper Then, an optimal auxiliary input signal is designed to guarantee the separation of normal state ellipsoids and faulty state ellipsoids. Finally, compared with the method of output set-membership ellipsoid, simulation results demonstrate the advantages of the proposed method.

AB - A new on-line active fault detection method is proposed based on state set-membership ellipsoid in this paper. First, the system states are estimated based on H∞ observer method. To implement on-line fault detection, the sliding-window approach is used in this paper Then, an optimal auxiliary input signal is designed to guarantee the separation of normal state ellipsoids and faulty state ellipsoids. Finally, compared with the method of output set-membership ellipsoid, simulation results demonstrate the advantages of the proposed method.

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DO - 10.1109/SYSTOL.2019.8864737

M3 - 会议稿件

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BT - 2019 4th Conference on Control and Fault Tolerant Systems, SysTol 2019

PB - IEEE Computer Society

T2 - 4th Conference on Control and Fault Tolerant Systems, SysTol 2019

Y2 - 18 September 2019 through 20 September 2019

ER -

On-line Input Signal Design Based on State Set-membership Estimation for Active Fault Detection

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