Using SPC and template monitoring method for fault detection and prediction in discrete event manufacturing systems

Hisham Khalil Fadel; Lawrence E. Holloway

doi:10.1109/isic.1999.796646

Using SPC and template monitoring method for fault detection and prediction in discrete event manufacturing systems

Hisham Khalil Fadel, Lawrence E. Holloway

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

23 Scopus citations

Abstract

The behavior of manufacturing systems with discrete I/O signals can be characterized by the timing and sequencing of changes (events) in these I/O. In this paper, we present a method to monitor these signals to alarm when faulty sequencing or timing behavior occurs, and also to warn when the timing starts to deviate from its normal behavior. This is accomplished by using a combination of the time template monitoring technique and statistical process control (SPC).

Original language	English
Pages	150-155
Number of pages	6
DOIs	https://doi.org/10.1109/isic.1999.796646
State	Published - 1999
Event	Proceedings of the 1999 IEEE International Symposium on Intelligent Control - Intelligent Systems and Semiotics - Cambridge, MA, USA Duration: Sep 15 1999 → Sep 17 1999

Conference

Conference	Proceedings of the 1999 IEEE International Symposium on Intelligent Control - Intelligent Systems and Semiotics
City	Cambridge, MA, USA
Period	9/15/99 → 9/17/99

ASJC Scopus subject areas

Control and Systems Engineering
Modeling and Simulation
Computer Science Applications
Electrical and Electronic Engineering

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10.1109/isic.1999.796646

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title = "Using SPC and template monitoring method for fault detection and prediction in discrete event manufacturing systems",

abstract = "The behavior of manufacturing systems with discrete I/O signals can be characterized by the timing and sequencing of changes (events) in these I/O. In this paper, we present a method to monitor these signals to alarm when faulty sequencing or timing behavior occurs, and also to warn when the timing starts to deviate from its normal behavior. This is accomplished by using a combination of the time template monitoring technique and statistical process control (SPC).",

author = "Fadel, {Hisham Khalil} and Holloway, {Lawrence E.}",

year = "1999",

doi = "10.1109/isic.1999.796646",

language = "English",

pages = "150--155",

note = "Proceedings of the 1999 IEEE International Symposium on Intelligent Control - Intelligent Systems and Semiotics ; Conference date: 15-09-1999 Through 17-09-1999",

}

Fadel, HK & Holloway, LE 1999, 'Using SPC and template monitoring method for fault detection and prediction in discrete event manufacturing systems', Paper presented at Proceedings of the 1999 IEEE International Symposium on Intelligent Control - Intelligent Systems and Semiotics, Cambridge, MA, USA, 9/15/99 - 9/17/99 pp. 150-155. https://doi.org/10.1109/isic.1999.796646

Using SPC and template monitoring method for fault detection and prediction in discrete event manufacturing systems. / Fadel, Hisham Khalil; Holloway, Lawrence E.
1999. 150-155 Paper presented at Proceedings of the 1999 IEEE International Symposium on Intelligent Control - Intelligent Systems and Semiotics, Cambridge, MA, USA.

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

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AU - Holloway, Lawrence E.

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AB - The behavior of manufacturing systems with discrete I/O signals can be characterized by the timing and sequencing of changes (events) in these I/O. In this paper, we present a method to monitor these signals to alarm when faulty sequencing or timing behavior occurs, and also to warn when the timing starts to deviate from its normal behavior. This is accomplished by using a combination of the time template monitoring technique and statistical process control (SPC).

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Using SPC and template monitoring method for fault detection and prediction in discrete event manufacturing systems

Abstract

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ASJC Scopus subject areas

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