uncertainty reduction in reservoir modeling

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    0 200 400 600 800 1000 1200 1400 1600 1800 20000

    1000

    2000

    3000

    4000

    5000

    6000

    Oilra

    te(stb/day)

    Time (days)

    Max. Likelihood ModelFine Grid Data

    0 200 400 600 800 1000 1200 1400 1600 1800 20000

    1000

    2000

    3000

    4000

    5000

    6000

    Waterrate(stb/day)

    Time (days)

    Max. Likelihood ModelFine Grid Data

    0 200 400 600 800 1000 1200 1400 1600 1800 20004400

    4800

    5200

    5600

    6000

    Fieldaveragepressure(psia)

    Time (days)

    Max. Likelihood ModelFine Grid Data

    0 0.2 0.4 0.6 0.8 10

    0.1

    0.2

    0.3

    0.4

    0.5

    0.6

    0.7

    0.8

    0.9

    1

    Rel.permeability

    Water saturation

    water (est)oil (est)water (fine)oil (fine)

    0 100 200 300 400 500 600 7000

    200

    400

    600

    800

    Misfitvalue

    Model index

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