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Examples and Case Studies of Petroleum Data Analytics

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Course Credit: 0.15 CEU, 1.5 PDH

During the previous webinar (August 19, 2020) some major characteristics and the foundation of Petroleum Data Analytics (PDA) was covered. In this following webinar examples and case studies of Petroleum Data Analytics will be presented. All cases studies are actual projects that were performed for operating and service companies around the world and all include “Blind Validations” performed and confirmed by the operating and service companies to test the capabilities of this technology. The case studies will include examples in drilling, reservoir characteristics, reservoir modeling and reservoir management, completion design and implementation, operational conditions, and ESP. All content contained within this webinar is copyrighted by Dr. Shahab Mohaghegh and its use and/or reproduction outside the portal requires express permission from Dr. Shahab Mohaghegh.

For more information on this topic, please check out the SPE suggested reading links below. Here you will find topic-related books, publications, and papers for purchase in the SPE Bookstore and OnePetro.

SPE Bookstore:

Data Driven Reservoir Modeling

OnePetro Papers:

Subsurface Analytics Case Study; Reservoir Simulation and Modeling of Highly Complex Offshore Field in Malaysia, Using Artificial Intelligent and Machine Learning

Frac-Hit Dynamic Modeling using Artificial Intelligence & Machine Learning

Data-Driven vs. Traditional Reservoir Numerical Models: A Case Study Comparison of Applicability, Practicality and Performance

Shale Descriptive Analytics; Which Parameters are Controlling Production in Shale

Contribution of Artificial Intelligence and Machine Learning in the U.S. DOE’s Efforts during the aftermath of Deepwater Horizon

Shale Analytics: Making Production and Operational Decisions Based on Facts: A Case Study in Marcellus Shale

Mapping the Natural Fracture Network in Marcellus Shale using Artificial Intelligence

Smart Proxy: an Innovative Reservoir Management Tool; Case Study of a Giant Mature Oilfield in the UAE

Understanding the Impact of Rock Properties and Completion Parameters on Estimated Ultimate Recovery in Shale

Data-Driven Reservoir Management of a Giant Mature Oilfield in the Middle East

Production Management Decision Analysis Using AI-Based Proxy Modeling of Reservoir Simulations – A Look-Back Case Study

Production Analysis of a Niobrara Field Using Intelligent Top-Down Modeling

Intelligent Production Modeling Using Full Field Pattern Recognition

An Integrated Technique for Production Data Analysis (PDA) with Application to Mature Fields

 

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 1 chapter

Course Chapters

  • 1Examples and Case Studies of Petroleum Data Analytics - Chapter 1
    Media Type: Video

Credits

Earn credits by completing this course0.15 CEU credit1.5 PDH credits

Speakers

Dr. Shahab Mohaghegh