Application of AI/ML in Aircraft Engine Fleet Management: Ge Experience

Dinakar Deshmukh, GE Aerospace ABSTRACT: This discussion focuses on application of AI and machine learning technologies in health monitoring and fleet management of jet engines. Specifically, how AI technologies are pushing the envelope and changing the way we traditionally thought about fleet management and monitoring. This talk will highlight how subject matter understanding and AI driven techniques must come together to drive differentiated outcomes for airline customers. The talk will also present examples on how to combine both structured and unstructured data for predictive maintenance using AI technologies. The article will conclude with a section on GE aviation’s lessons learned in this area.