An improved Fisher discriminant analysis algorithm based on Procrustes analysis for adaptive fault recognition

Aiming at the problem of continuous model updating for fault recognition in the time-varying process, a novel method called the Procrustes analysis–based Fisher discriminant analysis was proposed. First, each class of the training data was preprocessed by Procrustes analysis. Second, the new test da...

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Bibliographic Details
Main Authors: Aimin Miao, Fei Tao, Peng Li, Wenping Ren, Qiwei Guo
Format: Article
Language:English
Published: SAGE Publishing 2019-09-01
Series:Measurement + Control
Online Access:https://doi.org/10.1177/0020294019858103