Integrated Modeling and AI in Upstream Oil & Gas

X:XX Hours
This comprehensive course provides participants with a systematic approach to understanding and applying IPM concepts, focusing on principles, implementation, and value extraction. Through practical examples, hands-on exercises, and short quizzes, you’ll gain the skills and confidence to apply IPM in real-world scenarios, leveraging traditional methodologies alongside cutting-edge AI and ML technologies.

01-01 – The Why of Integration
01-02 – Building Blocks of IPM – Well Modelling
01-03 – From Concept to Model – Reservoir Performance
01-04 – Basic Forecasting and Material Balance
01-05 – The Integrated Production Model

02-01 – Dynamic Interactions
02-02 – Mixed Level Optimization Problems
02-03 – Embracing Uncertainty
02-04 – Troubleshooting and Optimization
02-05 – Communicating Value

03-01 – The IPM Advantage in Field Development
03-02 – Real-Time Optimization
03-03 – Learning From Experience
03-04 – Integrated Production Modelling in Unconventional Assets

04-01 – AI/ML in the Production World
04-02 – Predictive Power
04-03 – Digital Twins and Beyond

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