Acoustic condition monitoring for machines and vehicles

Webinar
Maintenance 4.0 & IoT

Asset owners are looking for a scalable and cost-efficient maintenance strategy. In this talk Jeroen explains why acoustic condition monitoring can play a key factor in this.

When moving from preventive to predictive maintenance strategies, many companies adopted vibration condition monitoring technologies. A disadvantage of this technology is that it requires contact accelerometers. Acoustic monitoring solutions do not have this disadvantage, making them easier to deploy. Furthermore, a microphone has the intrinsic capability to monitor multiple components at once, leading to a hardware cost which scales better with machine or production complexity. However, a microphone can be influenced by background noise often present in an industrial environment. Robustness of the utilized acoustic monitoring solution is there for very important.

In this talk multiple solutions are presented which increase the robustness of the acoustic monitoring solution, applied to the use case of ball bearing monitoring. A comparison with current state-of-practice condition monitoring approaches is made.

Learning Objectives

  • How microphones can enhance your maintenance strategy
  • How to add robustness to your condition monitoring solution
  • Combining domain knowledge and AI
Jeroen Zegers

About the speaker

Jeroen Zegers is a senior research engineer at Flanders Make, where I am responsible for planning, execution and management of different multi-company research projects and B2B assignments. My main expertise lies in artificial intelligence applied to problems in the production industry and consumer products.

Want to register?

This webinar is part of the Asset Performance 4.0 Community.

Once registered, you can watch this webinar for free on the platform.

Want to register for Asset Performance 4.0? Go to www.assetperformance.eu to register.

Rates start at € 64,50 per person. All recordings of this year are included and available to be re-watched. Webinars are added on a regular basis.

Keep me posted

Receive an e-mail when we organize this event again.
Yes, keep me updated

BEMAS Corporate Sponsors