Peter Engbers - Plenum 3 - Integrated Operations 2013
Peter Engbers - Plenum 3 - Integrated Operations 2013
Peter Engbers - Plenum 3 - Integrated Operations 2013
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5. Improved Integration; 4D Automatic History Matching<br />
Challenge<br />
� Obtain in less time more accurate reservoir models which are consistent<br />
with available production and 4D seismic data<br />
Solution<br />
� Novel methodologies for (semi-)automated “history matching“ of reservoir<br />
models have been developed, demonstrated, and deployed to Assets<br />
Business Impact<br />
� History match performed in less time (5 months<br />
reduction achieved)<br />
� History match led to more realistic models and<br />
improved reservoir understanding<br />
� Technology first � quantitative use of 4D seismic<br />
data<br />
� Workflows adopted in Assets can be easily<br />
replicated<br />
� Successfully handed over to staff in Assets<br />
� Plan for global deployment<br />
initial<br />
Simulation<br />
results<br />
Sat<br />
blue = water<br />
new<br />
Simulation<br />
results with 4D<br />
Sat<br />
blue = water
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