On the Influence of Reference Mahalanobis Distance Space for Quality Classification of Complex Metal Parts Using Vibrations

On the Influence of Reference Mahalanobis Distance Space for Quality Classification of Complex Metal Parts Using Vibrations

Mahalanobis distance (MD) is a well-known metric in multivariate analysis to separate groups or populations. In the context of the Mahalanobis-Taguchi system (MTS), a set of normal observations are used to obtain their MD values and construct a reference Mahalanobis distance space, for which a suita...

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Bibliographic Details
Main Authors: Liangliang Cheng, Vahid Yaghoubi, Wim Van Paepegem, Mathias Kersemans
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Applied Sciences
Subjects:
Mahalanobis–Taguchi system (MTS)
integrated Mahalanobis classification system (IMCS)
Mahalanobis distance space
feature selection
classification
binary particle swarm optimization
Online Access:https://www.mdpi.com/2076-3417/10/23/8620

Internet

https://www.mdpi.com/2076-3417/10/23/8620

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