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Journal Articles

Introduction to amplitude factor-based IMF selection: Enhances univariate and multivariate vibration analysis for intelligent gearbox fault diagnosis using machine learning

Manish Pandit, Sanjay Kumar Chaturvedi, Rajiv Nandan Rai
Journal: Industrial Lubrication and Tribology
Industrial Lubrication and Tribology 1–21.
https://doi.org/10.1108/ILT-06-2025-0278
Published: 02 January 2026
...Manish Pandit; Sanjay Kumar Chaturvedi; Rajiv Nandan Rai Purpose The purpose of this study is to delineate a novel Amplitude Factor ( AF )-driven paradigm for discerning the most diagnostically salient Intrinsic Mode Functions (IMFs) from tri-axial vibration signals. By integrating univariate...
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