Industrial process fault detection based on IMDS-DLNS method

Industrial process fault detection based on IMDS-DLNS method

Aiming at the problem that when the multidimensional scaling (MDS) method is used to reduce the dimensionality of high-dimensional data,the new sample lacks the mapping matrix and cannot carry out low-dimensional embedding,an incremental multidimensional scaling (IMDS) method was proposed.Firstly,th...

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Bibliographic Details
Main Authors: Liwei FENG, Liwen SUN, Huan GU, Yuan LI
Format: Article
Language:zho
Published: Hebei University of Science and Technology 2022-06-01
Series:Journal of Hebei University of Science and Technology
Subjects:
other disciplines of automatic control technology; multi-modality; incremental multi-dimensional scale transformation; double local nearest neighbor standardization; fault detection
Online Access:http://xuebao.hebust.edu.cn/hbkjdx/ch/reader/create_pdf.aspx?file_no=b202203007&flag=1&journal_

Internet

http://xuebao.hebust.edu.cn/hbkjdx/ch/reader/create_pdf.aspx?file_no=b202203007&flag=1&journal_

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