TIBCO Analytics Meetup

Anomaly Detection via Sound Waves at the Edge

Aug 17

  • 9:00 AM PDT/ 12:00 PM EDT/ 5:00 PM BST

About

Every quarter, our analytics experts present a 30-minute update to our virtual user community. This quarter, we cover anomaly detection in manufacturing equipment at the edge with a live demo of sound wave analysis. Join the live discussion with the TIBCO experts who developed these innovations.

Agenda 

  • Introduction to end-to-end edge analytics by Ahmad Fattahi, Director of Data Science
  • Live demo of sound wave analysis for real-time anomaly detection on manufacturing equipment by Miguel Torres, Director of Technology and Atheer Alattar, Lead Data Scientist
  • TIBCO Community update
  • Discussion and Q&A

You’ll learn:

  • How to develop an accurate machine learning model for anomaly detection and error classification of sound waves produced by a fan in a manufacturing plant
  • How to use Project AIR from TIBCO LABS to deploy this model at the edge. 
  • How to execute this sound wave analysis in real-time and mimic an expert human in identifying device issues.
  • How TIBCO AI solutions enable more immediate action to resolve equipment issues.
  • TIBCO Community resources including TIBCO Data Science, TIBCO Spotfire and Project AIR

Speakers

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