Investigating bearing and gear vibrations with a Micro-Electro-Mechanical Systems (MEMS) and machine learning approach

Investigating bearing and gear vibrations with a Micro-Electro-Mechanical Systems (MEMS) and machine learning approach

Bearings and gears are the pivotal components of mechanical systems and are prone to faults that can impact the system's overall performance. These components' condition monitoring and fault diagnosis are vital for maintaining system reliability and efficiency. In this research, a MEMS set...

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Bibliographic Details
Main Authors: Gagandeep Sharma, Tejbir Kaur, Sanjay Kumar Mangal, Amit Kohli
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Results in Engineering
Subjects:
Gearbox
Raspberry Pi
Vibration analysis
Fault detection
Random forest
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123024017511
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http://www.sciencedirect.com/science/article/pii/S2590123024017511

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