Fault detection for linear discrete time-varying systems with measurement packet dropping
The fault detection (FD) problem for linear discrete time-varying (LDTV) systems with measurement packet dropouts is considered. The objective is to design a new observer-based fault detection filter (FDF) as a residual generator through employing packet dropout information on the measurement sequen...
| Main Authors: | , , |
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| Other Authors: | |
| Format: | Journal Article |
| Language: | English |
| Published: |
2014
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/101342 http://hdl.handle.net/10220/18660 |
| _version_ | 1811689693520068608 |
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| author | Li, Yueyang. Liu, Shuai. Wang, Zhonghua. |
| author2 | School of Electrical and Electronic Engineering |
| author_facet | School of Electrical and Electronic Engineering Li, Yueyang. Liu, Shuai. Wang, Zhonghua. |
| author_sort | Li, Yueyang. |
| collection | NTU |
| description | The fault detection (FD) problem for linear discrete time-varying (LDTV) systems with measurement packet dropouts is considered. The objective is to design a new observer-based fault detection filter (FDF) as a residual generator through employing packet dropout information on the measurement sequence. Based on some new defined input-to-output operators, the FD problem is formulated in a framework of maximizing stochastic H-/H∞ or H∞/H∞ performance index. By introducing an adjoint-operator-based optimization method, the analytical optimal solution can be derived in terms of solving a modified Riccati equation. A numerical example is provided to demonstrate the effectiveness of the proposed approach. |
| first_indexed | 2024-10-01T05:52:09Z |
| format | Journal Article |
| id | ntu-10356/101342 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T05:52:09Z |
| publishDate | 2014 |
| record_format | dspace |
| spelling | ntu-10356/1013422020-03-07T14:02:44Z Fault detection for linear discrete time-varying systems with measurement packet dropping Li, Yueyang. Liu, Shuai. Wang, Zhonghua. School of Electrical and Electronic Engineering DRNTU::Engineering::Mathematics and analysis The fault detection (FD) problem for linear discrete time-varying (LDTV) systems with measurement packet dropouts is considered. The objective is to design a new observer-based fault detection filter (FDF) as a residual generator through employing packet dropout information on the measurement sequence. Based on some new defined input-to-output operators, the FD problem is formulated in a framework of maximizing stochastic H-/H∞ or H∞/H∞ performance index. By introducing an adjoint-operator-based optimization method, the analytical optimal solution can be derived in terms of solving a modified Riccati equation. A numerical example is provided to demonstrate the effectiveness of the proposed approach. Published version 2014-01-21T08:51:04Z 2019-12-06T20:36:55Z 2014-01-21T08:51:04Z 2019-12-06T20:36:55Z 2013 2013 Journal Article Li, Y., Liu, S., & Wang, Z. (2013). Fault detection for linear discrete time-varying systems with measurement packet dropping. Mathematical problems in engineering, 2013, 1-9. https://hdl.handle.net/10356/101342 http://hdl.handle.net/10220/18660 10.1155/2013/697345 en Mathematical problems in engineering © 2013 The Authors. This paper was published in Mathematical Problems in Engineering and is made available as an electronic reprint (preprint) with permission of the authors. The paper can be found at the following official DOI: [http://dx.doi.org/10.1155/2013/697345]. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper is prohibited and is subject to penalties under law. 10 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Mathematics and analysis Li, Yueyang. Liu, Shuai. Wang, Zhonghua. Fault detection for linear discrete time-varying systems with measurement packet dropping |
| title | Fault detection for linear discrete time-varying systems with measurement packet dropping |
| title_full | Fault detection for linear discrete time-varying systems with measurement packet dropping |
| title_fullStr | Fault detection for linear discrete time-varying systems with measurement packet dropping |
| title_full_unstemmed | Fault detection for linear discrete time-varying systems with measurement packet dropping |
| title_short | Fault detection for linear discrete time-varying systems with measurement packet dropping |
| title_sort | fault detection for linear discrete time varying systems with measurement packet dropping |
| topic | DRNTU::Engineering::Mathematics and analysis |
| url | https://hdl.handle.net/10356/101342 http://hdl.handle.net/10220/18660 |
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