Predictive Maintenance & Remaining Useful Life (RUL) Estimation using Generative AI Techniques

Feb 01, 2024

Authors

Vishwanathan Raman

Principal Director, Enterprise AI

Somsuvra Chatterjee

Director – Enterprise AI, LTM

Swagat Mishra

Senior Specialist – Data Sciences

Jayaharan CJ

Senior Principal - Product Engineering

Rounaq Choudhuri

Data Scientist, LTM

This whitepaper discusses using generative AI for predictive maintenance and estimating the remaining useful life (RUL) of machinery. It highlights the benefits of predictive maintenance, such as reduced downtime and costs, and explains how generative AI can create synthetic failure data to improve model accuracy.