Neural networks in fault detection: A case study

D. R. Hush; C. T. Abdallah; G. L. Heileman; D. Docampo

doi:10.1109/acc.1997.609660

Neural networks in fault detection: A case study

D. R. Hush, C. T. Abdallah, G. L. Heileman, D. Docampo

Research output: Contribution to journal › Conference article › peer-review

13 Scopus citations

Abstract

In this paper we study the applications of neural nets in the area of fault detection in real vibrational data. The study is one of the first to include a large set of real vibrational data and to illustrate the potential as well as the limitations of neural networks for fault detection.

Original language	English (US)
Pages (from-to)	918-921
Number of pages	4
Journal	Proceedings of the American Control Conference
Volume	2
DOIs	https://doi.org/10.1109/acc.1997.609660
State	Published - 1997
Externally published	Yes
Event	Proceedings of the 1997 American Control Conference. Part 3 (of 6) - Albuquerque, NM, USA Duration: Jun 4 1997 → Jun 6 1997

ASJC Scopus subject areas

Electrical and Electronic Engineering

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10.1109/acc.1997.609660

Cite this

@article{36e64f7b2b3548dd92ab455ff44d6d61,

title = "Neural networks in fault detection: A case study",

abstract = "In this paper we study the applications of neural nets in the area of fault detection in real vibrational data. The study is one of the first to include a large set of real vibrational data and to illustrate the potential as well as the limitations of neural networks for fault detection.",

author = "Hush, {D. R.} and Abdallah, {C. T.} and Heileman, {G. L.} and D. Docampo",

year = "1997",

doi = "10.1109/acc.1997.609660",

language = "English (US)",

volume = "2",

pages = "918--921",

journal = "Proceedings of the American Control Conference",

issn = "0743-1619",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

note = "Proceedings of the 1997 American Control Conference. Part 3 (of 6) ; Conference date: 04-06-1997 Through 06-06-1997",

}

TY - JOUR

T1 - Neural networks in fault detection

T2 - Proceedings of the 1997 American Control Conference. Part 3 (of 6)

AU - Hush, D. R.

AU - Abdallah, C. T.

AU - Heileman, G. L.

AU - Docampo, D.

PY - 1997

Y1 - 1997

N2 - In this paper we study the applications of neural nets in the area of fault detection in real vibrational data. The study is one of the first to include a large set of real vibrational data and to illustrate the potential as well as the limitations of neural networks for fault detection.

AB - In this paper we study the applications of neural nets in the area of fault detection in real vibrational data. The study is one of the first to include a large set of real vibrational data and to illustrate the potential as well as the limitations of neural networks for fault detection.

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UR - http://www.scopus.com/inward/citedby.url?scp=0030684289&partnerID=8YFLogxK

U2 - 10.1109/acc.1997.609660

DO - 10.1109/acc.1997.609660

M3 - Conference article

AN - SCOPUS:0030684289

SN - 0743-1619

VL - 2

SP - 918

EP - 921

JO - Proceedings of the American Control Conference

JF - Proceedings of the American Control Conference

Y2 - 4 June 1997 through 6 June 1997

ER -

Neural networks in fault detection: A case study

Abstract

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