Modelling and system identification of an experimental apparatus for anomaly detection in mechanical systems

Amol M. Khatkhate; Asok Ray; Eric Keller

doi:10.1016/j.apm.2005.12.009

Modelling and system identification of an experimental apparatus for anomaly detection in mechanical systems

Amol M. Khatkhate, Asok Ray, Eric Keller

Mechanical Engineering

Research output: Contribution to journal › Article › peer-review

6 Scopus citations

Abstract

This paper presents design, modelling and system identification of a laboratory test apparatus that has been constructed to experimentally validate the concepts of anomaly detection in complex mechanical systems. The test apparatus is designed to be complex in itself due to partially correlated interactions amongst its individual components and functional modules. The experiments are conducted on the test apparatus to represent operations of mechanical systems where both dynamic performance and structural durability are critical.

Original language	English (US)
Pages (from-to)	734-748
Number of pages	15
Journal	Applied Mathematical Modelling
Volume	31
Issue number	4
DOIs	https://doi.org/10.1016/j.apm.2005.12.009
State	Published - Apr 2007

All Science Journal Classification (ASJC) codes

Modeling and Simulation
Applied Mathematics

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10.1016/j.apm.2005.12.009

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abstract = "This paper presents design, modelling and system identification of a laboratory test apparatus that has been constructed to experimentally validate the concepts of anomaly detection in complex mechanical systems. The test apparatus is designed to be complex in itself due to partially correlated interactions amongst its individual components and functional modules. The experiments are conducted on the test apparatus to represent operations of mechanical systems where both dynamic performance and structural durability are critical.",

author = "Khatkhate, {Amol M.} and Asok Ray and Eric Keller",

note = "Funding Information: This work was supported in part by the National Science Council, Taiwan (NSC 92-2213-E-327-001).",

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AU - Khatkhate, Amol M.

AU - Ray, Asok

AU - Keller, Eric

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N2 - This paper presents design, modelling and system identification of a laboratory test apparatus that has been constructed to experimentally validate the concepts of anomaly detection in complex mechanical systems. The test apparatus is designed to be complex in itself due to partially correlated interactions amongst its individual components and functional modules. The experiments are conducted on the test apparatus to represent operations of mechanical systems where both dynamic performance and structural durability are critical.

AB - This paper presents design, modelling and system identification of a laboratory test apparatus that has been constructed to experimentally validate the concepts of anomaly detection in complex mechanical systems. The test apparatus is designed to be complex in itself due to partially correlated interactions amongst its individual components and functional modules. The experiments are conducted on the test apparatus to represent operations of mechanical systems where both dynamic performance and structural durability are critical.

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Modelling and system identification of an experimental apparatus for anomaly detection in mechanical systems

Abstract

All Science Journal Classification (ASJC) codes

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