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OD01 Uncertainties
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OD01 Uncertainties
Uncertainty Analysis...
Author:
Salman Qamar
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A VOLUMETRIC PRIMER Recoverable Oil Oil 0,3 Mm3 (1.9 Mb)
RF Oil = 0.3
1 Mm3
1,3 Mm3
1,75 Mm3
GRV: 10 Mm3
7 Mm3
(1 km x 1 km x 10 m)
FVF = 1/Bo = 0.75
So = 0.75
PHI = 0.25 N/G = 0.7
STOIIP= GRV x N/G x PHI x So x FVF 1
EARTH MODELLING AND QUANTIFICATION OF RESERVOIR UNCERTAINTIES Geometry
Impact on GRV!
Static properties
Impact on OIP!
Dynamic properties
Impact on Reserves!
VOLUME CALCULATION BY MONTE CARLO
GRV
N/G
F
So
RF
RANDOM NUMBER GENERATOR RESERVES
RESERVES= GRV x N/G x F x So x RECOVERY FACTOR = STOOIP x RF
DEFINITIONS USED WHEN REPORTING REPORTING RESERVES: A FORMAL EXERCISE (2) PROBABILISTIC RESERVES cdf
1
PROVEN+PROBABLE+POSSIBLE (P10=Q90=3P) (« Less Likely Than Not »)
0.9
Cumulative probability
0.8 0.7 0.6
PROVEN+PROBABLE (P50=Q50=2P) (« More Likely Than Not »)
0.5 0.4
0.3 0.2
pdf
PROVEN (P90=Q10=1P) (« Reasonable Certainty »)
0.1 0 0
10
20
30
40
Reserves (MMBOE)
50
60
70
80
UNCERTAINTY AND THE SUPPORT EFFECT
GRV
N/G
F
WHICH HISTOGRAM TO USE?
So
RF
STATISTICAL METHODOLOGY ISSUES THE SUPPORT EFFECT
TORNADO CHARTS Values taken by Recoverable Volume 1,21
2,09
Q10 and Q90 of each variable
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