ML4Industry Energy Blog

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

Posts tagged with "manufacturing"

Your Data Is Talking. Here’s How to Listen.

We were handed a raw sensor dataset and a simple question: 'Can you do something with this?' In less time than a coffee break, we transformed that noisy data into a library of actionable 'Anomaly Fingerprints' that can predict failures before they happen. Here’s the step-by-step story.

2025-09-01
Anomaly DetectionPredictive MaintenanceIndustrial AIData StrategyManufacturing