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

Amol M. Khatkhate, Asok Ray, Eric Keller

Research output: Contribution to journalArticle

6 Citations (Scopus)

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 languageEnglish (US)
Pages (from-to)734-748
Number of pages15
JournalApplied Mathematical Modelling
Volume31
Issue number4
DOIs
StatePublished - Apr 1 2007

Fingerprint

Anomaly Detection
System Identification
Mechanical Systems
Identification (control systems)
Durability
Modeling
Experiments
Dynamic Performance
Complex Systems
Module
Interaction
Experiment

All Science Journal Classification (ASJC) codes

  • Modeling and Simulation
  • Applied Mathematics

Cite this

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Modelling and system identification of an experimental apparatus for anomaly detection in mechanical systems. / Khatkhate, Amol M.; Ray, Asok; Keller, Eric.

In: Applied Mathematical Modelling, Vol. 31, No. 4, 01.04.2007, p. 734-748.

Research output: Contribution to journalArticle

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