Seminar: Unlocking Opportunity with Data Science – Digital Twin for Deep Water Jumper VIV and Beyond

Haining Zheng, Ph.D. Advanced Research Data Scientist Data Analytics Group, Modelling & Optimization, MST, PTD ExxonMobil Research and Engineering Company As Data Science advances and increasingly large amounts of data become readily available via various Industrial Internet of Things (IIoT) projects, the energy industry is going through massive digital transformation to unlock enormous opportunities. In this talk, I will first give an overview of Data Science at energy companies, especially ExxonMobil, and then I will talk over three case studies of digital transformation in Energy Industry (1) Manufacturing Data Lake– efficient access to global manufacturing data (2) DEEVA: a deep learning