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AUTOMATED DEVELOPMENT OPTIMIZATION OF FULMAR FIELD
By: Vishnu Prasanna Raj
Supervised by: Mike Christie
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OUTLINE
ObjectivesIntroductionMethodologyResultsConclusionFurther Suggestions
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OBJECTIVES
1. To do Automated development optimization of Fulmar field using Raven Software.
2. Comparison of the Automated and Manually done field development optimization.
3. Comparison of the Single Objective Optimization(SOO) technique and Multi Objective Optimization(MOO) technique.
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INTRODUCTION
Conventional Approach Unconventional Approach
Single Objective Optimization (SOO) Multi Objective Optimization (MOO)
Data summary(Fulmar Field) Three way dip anticline structure STOIIP of 907MMSTB Two OWC (Major Fault)
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METHODOLOGY
Optimization Parameters
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METHODOLOGY
1. Optimization of Number of wells
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METHODOLOGY
2. Optimization of Well Locations
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METHODOLOGY
3. Optimization of Recovery Method Water Flooding Polymer Flooding
4. Optimization of Flow Rates Production Rates Injection Rates
5. Optimization of Perforation Interval Production wells Injection wells
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RESULTS
1. Total Development Optimization SOO • MOO
Best Score for SOO • Best Score for MOO
FOPT = 647 MMSTB FOPT = 654 MMSTB
FWCT = 65%
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RESULTS
1. Total Development Optimization Number Of Production wells • Type of Production wells
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RESULTS
1. Total Development Optimization Number Of Injectors • Recovery Methods
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RESULTS
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2. Comparison with Manual Optimization MOO SOO
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RESULTS
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3. Comparison of SOO & MOO
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CONCLUSION
Automated optimization Improves Recovery Saves time MOO technique faster convergence
Raven All the parameters were optimized in a single
simulation
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FURTHER SUGGESTIONS
Calculation of NPV
More Recovery Methods Gas Flooding & Low Salinity water Injection
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Thank You
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BACKUP SLIDESCOMPDAT
-- well P Y Ztop Zbot Status well ID orientation
P1 $i1 $j1 1 $z1 {($a < 0.5)?"OPEN":"SHUT"} 7* /
P1 {$i1+1*($x1-$y1)} {$j1+1*(1-($x1+$y1))} $za1 $za1 {($a > 0.5)?"OPEN":"SHUT"} 7* /
P1 {$i1+2*($x1-$y1)} {$j1+2*(1-($x1+$y1))} $za1 $za1 {($a > 0.5)?"OPEN":"SHUT"} 7* /
P1 {$i1+3*($x1-$y1)} {$j1+3*(1-($x1+$y1))} $za1 $za1 {($a > 0.5)?"OPEN":"SHUT"} 7*/
I1 $I1 $J1 1 $Z1 OPEN 7* / /
WCONPROD
P1 {($b < 0.5)?"OPEN":"SHUT"} LRAT 3* $Pr1 1* 5000 / /
WCONINJ
I1 WAT {($c < 0.5)?"OPEN":"SHUT"} RATE $Ir1 3* 10000 /
I1P WAT {($d < 0.5)?"OPEN":"SHUT"} RATE $Ir1 3* 10000 / /
WPOLYMER
-- well name concentration
I1P 1.0 / /