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Classification of Lubricating Oil Types Using Mid-Infrared Spectroscopy Combined with Linear Discriminant Analysis–Support Vector Machine Algorithm

To realize the classification of lubricating oil types using mid-infrared (MIR) spectroscopy, linear discriminant analysis (LDA) was used for the dimensionality reduction of spectrum data, and the classification model was established based on the support vector machine (SVM). The spectra of the samp...

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Main Authors: Jigang Xu, Shujun Liu, Ming Gao, Yonggang Zuo
Format: Artigo
Language:Inglês
Published: MDPI AG 2023-06-01
Series:Lubricants
Subjects:
mid-infrared spectra
lubricating oil
LDA-SVM
Kennard–Stone algorithm
Online Access:https://www.mdpi.com/2075-4442/11/6/268
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