Metric Learning Method Aided Data-Driven Design of Fault Detection Systems

Fault detection is fundamental to many industrial applications. With the development of system complexity, the number of sensors is increasing, which makes traditional fault detection methods lose efficiency. Metric learning is an efficient way to build the relationship between feature vectors with...

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Bibliographic Details
Main Authors: Guoyang Yan, Jiangyuan Mei, Shen Yin, Hamid Reza Karimi
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2014/974758