Principal Component Analysis Based Vibration Sensor selection for Fault Diagnosis of an Industrial Gearbox

• Published in: 2024 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) pp. 1 - 6
• Main Authors: Goswami, Priyom, Rai, Rajiv Nandan
• Format: Conference Proceeding
• Language: English
• Published: IEEE 20.05.2024
• Subjects: Broken Gear Teeth Fault; Gear Fault; Gears; PCA; Production; Rendering (computer graphics); Support Vector Machine (SVM); Support vector machines; Throughput; Vectors; Vibration Sensor Selection; Vibrations

The failure of gearboxes that form an integral part of any mechanical power transmission system can severely impact the cycle times of various processes leading to a decline in the throughput of production lines. Literature reveals that failure prediction of gear transmission systems is an uphill ta...