A Review of Literature on Mahalanobis-Taguchi Strategy in Condition Monitoring

Abstract

This paper presents a review of literature on condition monitoring systems based on the Mahalanobis-Taguchi strategy (MTS). MTS is based on the Mahalanobis distance (MD), a distance measure which takes into account the correlation between variables in a data set. MD enables pattern recognition in multidimensional systems, which is one of the approaches used in the design of condition monitoring systems. MTS provides a means of extracting information in a multidimensional system, which has led to the use of the methodology in the development of fault detection, prediction, diagnosis, and prognosis systems. There are usually numerous parameters evaluated in condition monitoring. MTS significantly reduces the need to measure all parameters by identifying the variables that are strongly associated with a fault occurrence. This paper focuses on the applications of MTS to condition monitoring and other closely related problems.

Meeting Name

International Annual Conference of the American Society for Engineering Management 2013, ASEM 2013 (2013: Oct. 3-5, Minneapolis, MN)

Department(s)

Engineering Management and Systems Engineering

Second Department

Electrical and Computer Engineering

Keywords and Phrases

Condition monitoring; Mahalanobis distance; Mahalanobis-taguchi strategy; Pattern recognition

International Standard Book Number (ISBN)

978-163266054-1

Document Type

Article - Conference proceedings

Document Version

Citation

File Type

text

Language(s)

English

Rights

© 2013 American Society for Engineering Management (ASEM), All rights reserved.

Publication Date

01 Oct 2013

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