Vibration Analysis

• Early detection and classification of  the vibration anomalies caused by mechanical faults
• Research methods include time-domain and frequency-domain signal analysis, multiresolution analysis, and regression model estimation
• Excellent approach for fault diagnosis and identification

Eletrical Signature Analysis

• Early detection and classification of both electrical and mechanical faults
• Research methods include signal based analysis and regression model estimation
• Most simple approach for fault diagnosis and identification