Advancements in Numerical Performance
& Simulation Speed-up
& Simulation Speed-up
The presentation discusses how to significantly decrease run-times for your large, multi-well simulations through advanced techniques using CMG software.
AbstractIn reservoir simulation, multi-well and multi-pad models are becoming a necessity in order to completely understand well interactions and the impact of operational and geological uncertainty. Until recently, running these extremely large multi-wells, multi-million grid cell models was mostly impractical due to the long run time associated with the limitations of computer hardware and simulation technology. Despite considerable advances in computational power, speeding up reservoir modelling calculations and improving numerical performance continues to be a challenge. This webinar will review advancements in numerical simulation performance and provide an overview of new and existing features in CMG's software. Topics will include the application of numerical methods control, parallel processing, and dynamic gridding to enhance simulation performance and improve the accuracy of simulation results.
The following main points were covered:
- Significant advancements in numerical simulation performance
- Application of numerical methods control, parallel processing, and dynamic gridding
- New and existing numerical tuning features in CMG's software
Hossein Nourozieh is currently working for Computer Modelling Group Ltd. as a Senior Reservoir Simulation Engineer. He has 10 years of experience in the petroleum industry as a reservoir and petroleum engineer, and has extensive experience in conducting reservoir simulation of various recovery processes. Hossein’s particular expertise is in phase-behavior modelling, heavy oil recovery processes, designing high-tech lab apparatuses, and conducting core-flood and PVT tests. He holds a PhD degree in Petroleum Engineering from the University of Calgary; a MEng degree in Petroleum Engineering from the University of Calgary; and both MSc and BSc degrees in Reservoir Engineering from the Petroleum University of Technology (PUT), Iran. He has authored or coauthored more than 60 journal publications and annual industry progress reports. He is also an active member of peer-review panels and advisory committee for different petroleum consortiums and/or companies.
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