SPE DISTINGUISHED LECTURER SERIES

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Conclusions �� A practical work flow allows an efficient history matching of multiple reservoir descriptions �� Partial integration of dynamic data makes the history matching more efficient �� Uncertainties in future performance can be quantified through multiple reservoir descriptions
Maintain Local Consistency among Attributes
Page 1 and 2:
SPE DISTINGUISHED LECTURER SERIES i
Page 3 and 4:
�� Background �� Approach O
Page 5 and 6:
Background �� What are the chal
Page 7 and 8: Structural Modeling ell Logs Genera
Page 9 and 10: Hierarchical Multiple Realizations
Page 11 and 12: Well Test Matching Permeability Pro
Page 13 and 14: Matching Permeability Background En
Page 15 and 16: Layer 35 Not-enhanced Permeability
Page 17 and 18: Permeability Anisotropy
Page 19 and 20: Dynamic Ranking �� Use the info
Page 21 and 22: Upscaling Technique Upscaling Verti
Page 23 and 24: Fine Scale (93 layers) Coarse Scale
Page 25 and 26: Fine Scale (93 layers) Coarse Scale
Page 27 and 28: Sweep Efficiency, % Upscaling Optim
Page 29 and 30: Porosity Upscaling 246 Layers 57 La
Page 31 and 32: Compare Well Logs Before and After
Page 33 and 34: Field Example 1 �� Carbonate, n
Page 35 and 36: Field-wide Match Stage-1 (38%) Stag
Page 37 and 38: Cum.Oil Jan 1983 Jan 2004 Oil Rate
Page 39 and 40: BHFP Oil Rate Field Study History M
Page 41 and 42: Field Study History Match (cont’d
Page 43 and 44: BHFP Field Study Blind Test at New
Page 45 and 46: Field Study Pressure Match at Obser
Page 47 and 48: Field Example 2 �� Highly fault
Page 49 and 50: FOPR (stb/day) FWCT 30000 20000 100
Page 51 and 52: GOPR mstb/day GOPR mstb/day 4 2 0 4
Page 53 and 54: WOPR stb/day WWPR stb/day 400 200 0
Page 55 and 56: WOPR stb/day WWPR stb/day 1200 800
Page 57: Future Challenges �� Uncertaint
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