ML4Industry Blog

Insights, tutorials, and case studies on machine learning for industrial applications

Posts tagged "rul"

3 posts found

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The Prognostics & RUL Cheat Sheet: A Guide for Real-World Assets
11 min read

The Prognostics & RUL Cheat Sheet: A Guide for Real-World Assets

Ready to move from theory to reality with predictive maintenance? The first step is choosing the right RUL model—a choice that depends entirely on your data. This comprehensive cheat sheet demystifies the options, detailing four key methodologies.

Rik De Smet

Rik De Smet

Digital Transformation Expert

Beyond the OEM Manual: A Self-Correcting AI for Real-World RUL
10 min read

Beyond the OEM Manual: A Self-Correcting AI for Real-World RUL

An OEM manual says your motor lasts 13 years. But has it had an easy life or a hard one? This report details a modern, self-correcting AI strategy that doesn't need the full history. Discover how a hybrid model uses live sensor data to uncover an asset's true health and deliver a RUL forecast that adapts to the real world.

Rik De Smet

Rik De Smet

Digital Transformation Expert

Predicting the Future with an Incomplete Past: A Modern Guide to Asset RUL
10 min read

Predicting the Future with an Incomplete Past: A Modern Guide to Asset RUL

An OEM manual gives a 13-year lifespan, but your motor has lived a unique life. This report details a modern, self-correcting AI strategy to predict Remaining Useful Life with limited historical data.

Rik De Smet

Rik De Smet

Digital Transformation Expert