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A Nonlinear Support Vector Machine-Based Feature Selection Approach for Fault Detection and Diagnosis: Application to the Tennessee Eastman Process

In this article, we present (1) a feature selection algorithm based on nonlinear support vector machine (SVM) for fault detection and diagnosis in continuous processes and (2) results for the Tennessee Eastman benchmark process. The presented feature selection algorithm is derived from the sensitivi...

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Detalhes bibliográficos
Publicado no:AIChE J
Main Authors: Onel, Melis, Kieslich, Chris A., Pistikopoulos, Efstratios N.
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7202572/
https://ncbi.nlm.nih.gov/pubmed/32377021
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/aic.16497
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