Fault Diagnosis in Chemical Processes Based on Class-Incremental FDA and PCA

Fault Diagnosis in Chemical Processes Based on Class-Incremental FDA and PCA

A class-incremental scheme of fisher discriminant analysis is proposed to improve the performance ofprocess fault diagnosis. Fisher discriminant analysis seeks directions which are efficient for discrimination and has excellent fault detection and diagnostic performance for the sample set with the t...

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Bibliographic Details
Main Authors: Xiaohui Yang, Songhong Rui, Xiaolong Zhang, Shaoping Xu, Chunsheng Yang, Peter X. Liu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Fault diagnosis
class-incremental
fisher discriminant analysis
principle component analysis
Online Access:https://ieeexplore.ieee.org/document/8630996/

Internet

https://ieeexplore.ieee.org/document/8630996/

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