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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
... intricate assemblies such as gearboxes, vibration signals acquired through single or multiple sensors are typically subjected to decomposition techniques like EMD, CEEMD or Multivariate Empirical Mode Decomposition (MEMD). This often yields a multitude of IMFs, yet only a subset may contain diagnostically...
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