A multilevel preconditioner and its shared memory implementation for new generation reservoir simulator

Baohua Wang, Shuhong Wu, Qiaoyun Li, Xiaobo Li, Hua Li, Chensong Zhang, Jinchao Xu

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Abstract

The mathematical models in reservoir simulation are usually discretized into large linear equations, and solving them needs lots of time. Taking into account the mathematical characteristics of the black oil model, a multilevel preconditioning solution method is designed to deal with the algebraic equations in reservoir numerical simulation. Takes into account some of the properties of pressure, saturation, and implicit well variables in flow model, the multilevel preconditioner is comprised of several different iterative methods, such as algebraic multigrid method, Incomplete LU factorization, Gauss-Seidel iteration with downwind ordering and crosswind blocks and et al. The efficiency and robustness of multilevel preconditioner is proved by a million-cell benchmark problem and a real-world matured reservoir with high heterogeneity, high water-cut, geological faults, and complex well scheduling. The numerical results indicate that the proposed method is not only robust with respect to the heterogeneity, anisotropy, and number of wells but also efficient method that can solve large Jacobian system in reservoir simulation quickly and precisely.

Original languageEnglish (US)
Title of host publicationSPE Large Scale Computing and Big Data Challenges in Reservoir Simulation Conference and Exhibition 2014
PublisherSociety of Petroleum Engineers
Pages67-74
Number of pages8
ISBN (Electronic)9781510807310
StatePublished - Jan 1 2015
EventSPE Large Scale Computing and Big Data Challenges in Reservoir Simulation Conference and Exhibition 2014 - Istanbul, Turkey
Duration: Sep 15 2014Sep 17 2014

Publication series

NameSPE Large Scale Computing and Big Data Challenges in Reservoir Simulation Conference and Exhibition 2014

Other

OtherSPE Large Scale Computing and Big Data Challenges in Reservoir Simulation Conference and Exhibition 2014
CountryTurkey
CityIstanbul
Period9/15/149/17/14

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All Science Journal Classification (ASJC) codes

  • Computer Science(all)

Cite this

Wang, B., Wu, S., Li, Q., Li, X., Li, H., Zhang, C., & Xu, J. (2015). A multilevel preconditioner and its shared memory implementation for new generation reservoir simulator. In SPE Large Scale Computing and Big Data Challenges in Reservoir Simulation Conference and Exhibition 2014 (pp. 67-74). (SPE Large Scale Computing and Big Data Challenges in Reservoir Simulation Conference and Exhibition 2014). Society of Petroleum Engineers.