HPC Mobile Platform for Solving Oil Recovery Problem

T. S. Imankulov, D. Zh. Akhmed-Zaki, B. S. Daribayev, O. N. Turar

2016

Abstract

The paper describes applying of mobile computational tools to numerical solving of full value industrial problems. As an example, we used surfactant/polymer flooding problem with thermal effects. The problem solved by using different graphics processing units including the GPUs of mobile devices. Parallel implementation of numerical algorithm was launched on the following devices: NVidia GeForce 770, NVidia Tesla K20 and mobile GPU NVidia Tegra K1. We developed mobile application implementing the algorithm. The application was tested and compared with desktop GPUs of same microarchitecture. Results of the tests shows that calculation on the mobile devices gives the same computation efficiency as desktop GPU with average characteristics.

References

  1. Ahmed-Zaki D.Zh., Mukhambetzhanov S.T., Imankulov T.S., 2015. Design of i-Fields System Component: Computer Model of Oil-Recovery by Polymer Flooding. Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2015), Volume 2 Colmar, Alsace, France. pp. 510-517.
  2. Babalyan G.A., Levy B.I., Tumasyan A.B., Khalimov E.M., 1983. Oilfield development using surfactants. Nedra, Moscow.
  3. Cheng K.T., Wang Y.C., 2011. Using mobile GPU for general-purpose computing - a case study of face recognition on smartphones. VLSI Design, Automation and Test (VLSI-DAT), 2011 International Symposium. pp. 1-4.
  4. Danaev N.T., Mukhambetzhanov S.T, Ahmed-Zaki D.Z, Imankulov T.S., 2015. Mathematical modeling of oil recovery by polymer/surfactant flooding. Communications in computer and information science. Vol. 549, pp. 1-12.
  5. Flory, P.J., 1953. Principles of polymer chemistry. Cornell University Press.
  6. Ketan B. Parmar, Nalinbhai N. Jani, Pranav S. Shrivastav, Mitesh H. Patel, 2013. Mobile Grid Computing: Facts or Fantasy? International journal of multidisciplinary sciences and engineering, Vol. 4, No. 1.
  7. Kelly J.M., Divo E.A., Kassab A.J., 2013. A GPUaccelerated meshless method for two-phase incompressible fluid flows. WIT Transactions on Modelling and Simulation, Vol 54, WIT Press. www.witpress.com.
  8. Lake, L.W., 1989. Enhanced oil recovery. Prentice Hall Inc, New Jersey.
  9. Micikevicius, P.: 3D fnite difference computation on GPUs using CUDA. GPGPU-2:Proceedings of 2nd Workshop on General Purpose Processing on Graphics Processing Units.
  10. Phan T., Huang L., Dulan C., 2002. Challenge: Integrating Mobile Wireless Devices into the Computational Grid. ACM MOBICOM.
  11. Singhal N., Park I. K., Cho S., 2010. Implementation and optimization of image processing algorithms on handheld GPU. Image Processing (ICIP), 17th IEEE International Conference. pp. 4481-4484.
  12. Sorbie, K.S., 1991. Polymer improved oil recovery. CRC Press, Boca Raton.
  13. Thibault, J.C., Senocak, I., 2009. CUDA implementation of a Navier-Stokes solver on multi-GPU desktop platforms for incompressible flows. 47th AIAA Aerospace Sciences Meeting. Orlanda, FL. Paper No:AIAA-2009-758.
  14. Tolke, J., Krafczyk, M., 2008. TeraFLOP computing on a desktop PC with GPUs for 3D CFD. International Journal of Computational Fluid Dynamics 22(7), 443- 456.
  15. Wang G., Xiong Y., Yun J., Cavallaro J.R., 2013. Accelerating computer vision algorithms using OpenCL framework on the mobile GPU - a case study. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
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Paper Citation


in Harvard Style

Imankulov T., Akhmed-Zaki D., Daribayev B. and Turar O. (2016). HPC Mobile Platform for Solving Oil Recovery Problem . In Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO, ISBN 978-989-758-198-4, pages 595-598. DOI: 10.5220/0006007505950598


in Bibtex Style

@conference{icinco16,
author={T. S. Imankulov and D. Zh. Akhmed-Zaki and B. S. Daribayev and O. N. Turar},
title={HPC Mobile Platform for Solving Oil Recovery Problem},
booktitle={Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,},
year={2016},
pages={595-598},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006007505950598},
isbn={978-989-758-198-4},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,
TI - HPC Mobile Platform for Solving Oil Recovery Problem
SN - 978-989-758-198-4
AU - Imankulov T.
AU - Akhmed-Zaki D.
AU - Daribayev B.
AU - Turar O.
PY - 2016
SP - 595
EP - 598
DO - 10.5220/0006007505950598