Physics-based Feature Extraction on the Cloud for Failure Prediction

Discover how to implement high frequency data extraction and automated feature extraction on the cloud combined with machine learning degradation via High Performance Computing (HPC) to enable mechanical and electrical failure prediction on AWS in this 16-minute conference talk from Hannover Messe 2025. Explore the capabilities of AWS for industrial applications, including how these technologies can help organizations lower costs, increase agility, and accelerate innovation. Gain insights from AWS experts about leveraging cloud computing solutions specifically designed for industrial use cases and predictive maintenance.