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YouTube

Detecting Insufficient Lubrication in Ball Bearings Using Ultrasound MEMS Microphone

EDGE AI FOUNDATION via YouTube

Overview

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Learn how to detect insufficient lubrication in ball bearings using ultrasound MEMS microphone technology in this 11-minute technical presentation from PhD Student Morten Opprud Jakobsen of Aarhus University. Explore the fundamentals of bearing defects, understand the critical role of lubrication in bearing performance, and discover innovative measurement techniques for monitoring lubrication conditions. Examine experimental results, feature selection methods, and practical applications through a detailed walkthrough of test rig implementations and prototype sensor development. Master the essential concepts of predictive maintenance and anomaly detection in industrial machinery, with a specific focus on bearing health monitoring and lubrication management.

Syllabus

Introduction
Motivation
Bearing Defects
Bearing Defects Example
Why is lubrication interesting
How lubrication affects the bearing
How to measure lubrication
Measuring lubrication conditions
Experimental results
Feature selection
Descriptive quality
Test rig
Prototype sensor
Conclusion

Taught by

EDGE AI FOUNDATION

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    Samuel Costa
    Bom curso, aprendi a importância e a qualidade do produto se estiver bem cuidado, professor didático e claro, muito objetivo

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