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Journal Articles

Identification of Bearing Clearance in Sugar Centrifuge Using Dimension Theory and Support Vector Machine on Vibration Measurement

Vishal G. Salunkhe, R. G. Desavale, S. M. Khot, Nitesh P. Yelve
Journal: Journal of Nondestructive Evaluation, Diagnostics and Prognostics of Engineering Systems
Publisher: ASME
Article Type: Research Papers
ASME J Nondestructive Evaluation. May 2024, 7(2): 021003.
Paper No: NDE-23-1038
https://doi.org/10.1115/1.4064613
Published Online: February 26, 2024
...Vishal G. Salunkhe; R. G. Desavale; S. M. Khot; Nitesh P. Yelve Bearing fatigue life is significantly influenced by bearing clearance. Vibration monitoring of bearing clearance deviations can efficiently reveal bearing wear and give sufficient lead time for maintenance. This study investigates...
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Topics: Bearings, Clearances (Engineering), Vibration, Support vector machines, Dimensions
Journal Articles

An Intelligent Prediction for Detecting Bearing Vibration Characteristics Using a Machine Learning Model

Vishal G. Salunkhe, R. G. Desavale
Journal: Journal of Nondestructive Evaluation, Diagnostics and Prognostics of Engineering Systems
Publisher: ASME
Article Type: Research Papers
ASME J Nondestructive Evaluation. August 2021, 4(3): 031004.
Paper No: NDE-19-1091
https://doi.org/10.1115/1.4049938
Published Online: February 23, 2021
...Vishal G. Salunkhe; R. G. Desavale Bearing failure in the heavy rotating machines results in shut down of many other machines and affects the overall cost and quality of the product. Condition monitoring of bearing systems acts as a preventive and corrective measure as it avoids breakdown and saves...
View Articletitled, An Intelligent Prediction for Detecting Bearing Vibration Characteristics Using a Machine Learning Model
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Topics: Bearings, Support vector machines, Vibration, Rotors, Rollers