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BOOK:

Data Driven Analytics for the Geologic Storage of CO2

Publisher: CRC Press - Taylor and Francis

Webinar:

Smart Proxy Modeling for Numerical Reservoir Simulations – Big Data Analytics in E&P
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SPE Short Course - Training:

1. Data Driven Reservoir Modeling
Click Here to see details of the SPE Short Course - Training

2. Oilfield Data Analytics
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Technical Publications:

Frequently Asked Questions: Smart Proxy Modeling (Surrogate Reservoir Modeling - SRM) Frequently Asked Questions

Peer-Reviewed Journal Publications

 Data-driven Proxy at Hydraulic Fracture Cluster Level: A Technique for Efficient CO2-Enhanced Gas Recovery and Storage Assessment in Shale Reservoir. “Journal of Natural Gas Science and Engineering.” doi: 10.1016/j.jngse.2015.06.039

 Coupling Numerical Simulation and Machine Learning to Model Shale Gas Production at Different Time Resolutions. “Journal of Natural Gas Science and Engineering.” Vol. 25 (2015) - pp 380-392.

 Evaluation of Rapid Performance Reservoir Models for Quantitative Risk Assessment. “Energy Procedia.” Vol. 63 (2014) - pp 3425-3431

 Modeling Pressure and Saturation Distribution in a CO2 Storage Project using a Surrogate Reservoir Model (SRM). “Greenhouse Gas Science and Technology” - Society of Chemical Industry & John Wiley & Sons, LTD. Vol. 4, 2014. pp. 1-27; DOI: 10.1002/ghg.

 Converting Detail Reservoir Simulation Models into Effective Reservoir Management Tools using SRMs; Case Study – Three Green Fields in Saudi Arabia. “International Journal of Oil, Gas and Coal Technology”. Vol. 7, No. 2, 2014. pp. 115–131.

 Reservoir Simulation and Modeling Based On Artificial Intelligence and Data Mining (AI&DM). "Journal of Natural Gas Science and Engineering". Volume 3 (2011), pp. 697-705.

 Development of Surrogate Reservoir Model (SRM) for Fast Track Analysis of a Complex Reservoir. “International Journal of Oil, Gas and Coal Technology”. February 2009, Volume 2, Number 1. pp 2-23.

 Artificial intelligence and Data Mining: Enabling Technology for Smart Fields. SPE's The Way Ahead Journal. Volume 5, Number 3, 2009. pp 14-19.

SPE Papers

 Smart Proxy: an Innovative Reservoir Management Tool; Case Study of a Giant Mature Oilfield in the UAE.SPE 177829, ADIPEC - Abu Dhabi International Petroleum Exhibition and Conference, Abu Dhabi, UAE, 9–12 November 2015.

 Production Management Decision Analysis Using AI-Based Proxy Modeling of Reservoir Simulations – A Look-Back Case Study. SPE 170664, SPE Annual Technical Conference and Exhibition (ATCE). Amsterdam, the Netherlands, 27-29 October 2014.

 Artificial Intelligence (AI) Assisted History Matching. SPE 169507, SPE Western North American and Rocky Mountain Joint Regional Meeting. Denver, Colorado, USA, 16-18. April 2014.

 Pattern Recognition and Data-Driven Analytics for Fast and Accurate Replication of Complex Numerical Reservoir Models at the Grid Block Level. SPE 167897, SPE Intelligent Energy Conference and Exhibition. Utrecht, the Netherlands, 1–3 April 2014.

 CO2 Sequestration Modeling Using Pattern Recognition and Data Mining; Case Study of Sacroc Field. Manuscript #P306090, 2013 Carbon Management Technology Conference. Alexandria, Virginia, 21-23 October, 2013.

 Fast Track Analysis of Shale Numerical Models. SPE 162699 - SPE Canadian Unconventional Resources Conference. Calgary, Alberta, Canada, 30 October–1 November 2012.

 Application of Well-Based Surrogate Reservoir Models (SRMs) to Two Offshore Fields in Saudi Arabia, Case Study. SPE 153845 - Western Regional Meeting. Bakersfield, California, USA, 21-23 March 2012.

 Surrogate Reservoir Model. European Geological Union General Assembly. (Vol. 12, EGU2010-234, 2010). Vienna, Austria. May 2010.

 Grid-Based Surrogate Reservoir Modeling (SRM) for Fast Track Analysis of Numerical Reservoir Simulation Models at the Grid block Level. SPE 153844 - Western Regional Meeting. Bakersfield, California, USA, 21-23 March 2012.

 Uncertainty Analysis of a CO2 Sequestration Project Using Surrogate Reservoir Modeling Technique. SPE 153843 - Western Regional Meeting. Bakersfield, California, USA, 21-23 March 2012.

 Application of Surrogate Reservoir Model (SRM) to an Onshore Green Field in Saudi Arabia; Case Study. SPE 151994 - North Africa Technical Conference and Exhibition. Cairo, Egypt, 20–22 February 2012.

 Surrogate Reservoir Model. European Geological Union General Assembly.(Vol. 12, EGU2010-234, 2010). Vienna, Austria. May 2010.

 Quantifying Uncertainties Associated with Reservoir Simulation Studies Using Surrogate Reservoir Models. SPE 102492 - Proceedings, 2006 SPE Annual Conference & Exhibition. 24-27 September 2006, San Antonio, Texas.

 Uncertainty Analysis of a Giant Oil Field in the Middle East Using Surrogate Reservoir Model. SPE 101474 - Proceedings, 2006 Abu Dhabi International Petroleum Exhibition and Conference. Abu Dhabi, U.A.E., 5-8 November 2006.