Problem: To predict the remaining life of a bearing in industrial assets such as pumps, compressors, gearbox etc. Please have a look at the supporting document.
- Refere to the research paper : ANN Pump Life Prediction.pdf
- For data contact : avaneesh.paper@gmail.com
• A graph showing RMS & Kurtosis • Weibull Hazard Rate & Parameter Estimates (shape & scale parameter)
• Output performance of test set
• Training & Validation error of the proposed model (as shown in the reference research paper)
• An idea for multi sensor fusion to actually predict the remaining useful of the rotating equipment as a whole