DB-KIT

Version 1.0.1.1 (19 MB) by Yuchen JIANG
DB-KIT provides useful tools for data-driven process monitoring, prognosis and fault diagnosis. http://homepage.hit.edu.cn/jiangyuchen
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Updated 23 Nov 2022

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DB-KIT provides a range of basic and advanced solutions published by the authors to process monitoring and fault diagnosis problems. Based on the research work throughout the past decade, DB-KIT includes functions that realize various widely-used prognosis and diagnosis approaches using only process data.
With the easy-to-use functions and intuitive demos, the users will find it useful for further investigation, comparison studies, as well as educational purpose.
Cite As: Y. Jiang, S. Yin, Recent Advances in key-performance-indicator oriented prognosis and diagnosis with a MATLAB Toolbox: DB-KIT, IEEE Transactions on Industrial Informatics. 15(5): 2849-2858, 2019.
Website: http://homepage.hit.edu.cn/jiangyuchen

Cite As

Y. Jiang, S. Yin, Recent Advances in key-performance-indicator oriented prognosis and diagnosis with a MATLAB Toolbox: DB-KIT, IEEE Transactions on Industrial Informatics. 15(5): 2849-2858, 2019.

MATLAB Release Compatibility
Created with R2014a
Compatible with any release
Platform Compatibility
Windows macOS Linux
Categories
Find more on Vibration Analysis in Help Center and MATLAB Answers
Tags Add Tags

DB-KIT/All_m_files

DB-KIT/Auxiliary_Functions

DB-KIT/Auxiliary_Functions/layout_re-arrange

DB-KIT/MVA-FDD_Toolbox/PCA

DB-KIT/MVA-FDD_Toolbox/PLS

DB-KIT/Numerical_test

DB-KIT/RollingMill_test

DB-KIT/TEP_test

Version Published Release Notes
1.0.1.1

Maintenance of DB-KIT
1.0.1.0

Maintenance of DB-KIT
1.0.0.0