Le Gouvernement du Grand-Duché du Luxembourg

L-DIH Talks

Episode 3 | Data Predictive maintenance

Tired of machine failures disrupting your production line? It’s time to switch from reactive to predictive!

28/03/2025

During our latest L-DIH Talks webinar, we explored how to implement data-driven predictive maintenance in industrial settings — using a real-world Bosch machine dataset available on GitHub.

Here’s what we covered:

  • The core principles of data analytics applied to predicting machine failures
  • Proven techniques and workflows used by leading industries to implement predictive maintenance
  • An introduction to machine learning and deep learning frameworks tailored for this purpose
  • A live demonstration of how to analyse machine data to detect anomalies, prevent failures, and optimise your maintenance schedules
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