Multilevel preconditioners for a new generation reservoir simulator

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

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

9 Scopus citations

Abstract

As a result of the interplay between advances in computer hardware, software, and algorithms, we are now in a new era of large-scale simulation. Fine-scale reservoir simulations focus on fine reservoir characterization, accurate flow description, efficient nonlinear and linear solvers, and parallel implementation. In this paper, we discuss a multilevel preconditioner in the new-generation simulator HiSim developed by RIPED, PetroChina. This preconditioner relies on the method of subspace corrections (MSC) to solve large-scale linear systems arising from fully implicit methods in reservoir simulations. Unlike traditional purely algebraic methods, the proposed preconditioner takes into account some of the properties of pressure, saturation, and implicit well variables. We investigate the efficiency and robustness of the proposed method by applying it to a million-cell benchmark problems, 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 robust with respect to the heterogeneity, anisotropy, and number of wells.

Original languageEnglish (US)
Title of host publicationSociety of Petroleum Engineers - SPE Reservoir Characterisation and Simulation Conference and Exhibition, RCSC 2013
Subtitle of host publicationNew Approaches in Characterisation and Modelling of Complex Reservoirs
Pages748-759
Number of pages12
StatePublished - Dec 1 2013
EventSPE Reservoir Characterisation and Simulation Conference and Exhibition: New Approaches in Characterisation and Modelling of Complex Reservoirs, RCSC 2013 - Abu Dhabi, United Arab Emirates
Duration: Sep 16 2013Sep 18 2013

Publication series

NameSociety of Petroleum Engineers - SPE Reservoir Characterisation and Simulation Conference and Exhibition, RCSC 2013: New Approaches in Characterisation andModelling of Complex Reservoirs
Volume2

Other

OtherSPE Reservoir Characterisation and Simulation Conference and Exhibition: New Approaches in Characterisation and Modelling of Complex Reservoirs, RCSC 2013
CountryUnited Arab Emirates
CityAbu Dhabi
Period9/16/139/18/13

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All Science Journal Classification (ASJC) codes

  • Modeling and Simulation

Cite this

Wu, S., Xu, J., Zhang, C. S., Li, Q., Wang, B., Li, X., & Li, H. (2013). Multilevel preconditioners for a new generation reservoir simulator. In Society of Petroleum Engineers - SPE Reservoir Characterisation and Simulation Conference and Exhibition, RCSC 2013: New Approaches in Characterisation and Modelling of Complex Reservoirs (pp. 748-759). (Society of Petroleum Engineers - SPE Reservoir Characterisation and Simulation Conference and Exhibition, RCSC 2013: New Approaches in Characterisation andModelling of Complex Reservoirs; Vol. 2).