Journal of Canadian Petroleum Technology
Volume 49,
Number 10,
October 2010,
pp. 65-74
Summary
Geostatistical models of reservoir properties are high resolution with many
grid cells; it is impractical to use them directly in flow simulation because
of computational costs. Upscaling techniques are applied to average small-scale
permeability values to larger flow simulation blocks. In cases where
unstructured grids are used or the geological features inside the gridblock are
not aligned with the block geometry, symmetric or full-permeability tensors
arise instead of a simple diagonal tensor. A method is presented to calculate
the permeability tensor for an unstructured gridblock to account for the
small-scale heterogeneity information inside the gridblock. Single-phase
flow-based upscaling is performed based on random boundary conditions and the
effective tensor permeability is found through an optimization technique. Full,
symmetric and diagonal permeability tensors are calculated for 2D and 3D blocks
and sensitivity analysis is performed.
© 2010. Society of Petroleum Engineers
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History
- Original manuscript received:
14 March 2009
- Meeting paper published:
18 June 2008
- Revised manuscript received:
28 July 2010
- Manuscript approved:
7 August 2010
- Published online:
1 October 2010
- Version of record:
1 October 2010