Predictive Intelligence Vibration Analysis and Diagnostics

By the end of this course, participants will be able to:
• Apply machine failure analysis techniques to diagnose underlying causes.
• Explain PdM principles and select appropriate technologies for each failure mode.
• Configure and use vibration analysis (sensors, FFT, demodulation) for fault detection.
• Interpret thermographic, ultrasonic, and oil analysis results to corroborate vibration findings.
• Use reliability statistics to set thresholds, prioritize work, and estimate risk.
• Build alarm schemes and diagnostic workflows that reduce false positives/negatives.
• Optimize maintenance resources through data
• driven planning and scheduling.
• Quantify PdM value with KPIs and cost analysis to sustain management support.
• Integrate PdM into the overall maintenance strategy with clear roles and reports.