New method for sensor fault detection, isolation and accommodation

Yong Liu; Yi Shen; Hengzhang Hu

New method for sensor fault detection, isolation and accommodation

Yong Liu^*
, Yi Shen
, Hengzhang Hu

^*Corresponding author for this work

School of Astronautics

Harbin Institute of Technology

Research output: Contribution to conference › Paper › peer-review

4 Scopus citations

Abstract

In this paper, a framework for an intelligent sensor with real-time diagnosis and rectification is proposed. It is based on the combination of recurrent neural networks and the information fusion technique. The architecture is constructed to perform sensor detection, isolation and accommodation, along with description of recurrent neural networks and multisensory information fusion. Simulation results show good performance on the application to some type airplane.

Original language	English
Pages	488-492
Number of pages	5
State	Published - 1999
Event	Proceedings of the 1999 16th IEEE Instrumentation and Measurement Technology Conference, IMTC/99 - Measurements for the new Millenium - Venice, Italy Duration: 24 Jun 1999 → 26 Jun 1999

Conference

Conference	Proceedings of the 1999 16th IEEE Instrumentation and Measurement Technology Conference, IMTC/99 - Measurements for the new Millenium
City	Venice, Italy
Period	24/06/99 → 26/06/99

Cite this

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title = "New method for sensor fault detection, isolation and accommodation",

abstract = "In this paper, a framework for an intelligent sensor with real-time diagnosis and rectification is proposed. It is based on the combination of recurrent neural networks and the information fusion technique. The architecture is constructed to perform sensor detection, isolation and accommodation, along with description of recurrent neural networks and multisensory information fusion. Simulation results show good performance on the application to some type airplane.",

author = "Yong Liu and Yi Shen and Hengzhang Hu",

year = "1999",

language = "英语",

pages = "488--492",

note = "Proceedings of the 1999 16th IEEE Instrumentation and Measurement Technology Conference, IMTC/99 - Measurements for the new Millenium ; Conference date: 24-06-1999 Through 26-06-1999",

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TY - CONF

T1 - New method for sensor fault detection, isolation and accommodation

AU - Liu, Yong

AU - Shen, Yi

AU - Hu, Hengzhang

PY - 1999

Y1 - 1999

N2 - In this paper, a framework for an intelligent sensor with real-time diagnosis and rectification is proposed. It is based on the combination of recurrent neural networks and the information fusion technique. The architecture is constructed to perform sensor detection, isolation and accommodation, along with description of recurrent neural networks and multisensory information fusion. Simulation results show good performance on the application to some type airplane.

AB - In this paper, a framework for an intelligent sensor with real-time diagnosis and rectification is proposed. It is based on the combination of recurrent neural networks and the information fusion technique. The architecture is constructed to perform sensor detection, isolation and accommodation, along with description of recurrent neural networks and multisensory information fusion. Simulation results show good performance on the application to some type airplane.

UR - https://www.scopus.com/pages/publications/0032635643

M3 - 论文

AN - SCOPUS:0032635643

SP - 488

EP - 492

T2 - Proceedings of the 1999 16th IEEE Instrumentation and Measurement Technology Conference, IMTC/99 - Measurements for the new Millenium

Y2 - 24 June 1999 through 26 June 1999

ER -

New method for sensor fault detection, isolation and accommodation

Abstract

Conference

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