Vibration Analysis

Acoustic and Thermal Sensors in AI Predictive Maintenance: Which Technology Catches Which Failure?

This article details how acoustic and thermal sensors enhance AI-driven predictive maintenance by detecting failure modes missed by traditional vibration analysis. It provides a framework for selecting the right sensor technology based on specific industrial asset vulnerabilities.