Literature Review on Fault Detection of Equipment using Machine Learning Techniques

This paper is about a brief review of automated equipment like gearbox and detection of faults with the vibration signal and its measurements. An unforeseen gearbox failure can lead to major economic losses. Early symptoms of fault in gearboxes are therefore very significant. In the car, Gearbox plays a major role. In high cost and security systems. So it is necessary to check the gearbox performance. Machine learning techniques have deeply rooted in our everyday life so being used for identification of faults. Fault detection plays an important role. To minimize the number and frequency of faults. Here we have discussed various machine learning techniques, gearbox fault detection, and vibration signal analysis.