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Uncertainty Analysis and Reservoir Modeling

Developing and Managing Assets in an Uncertain World

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Uncertainty Analysis and Reservoir Modeling: Developing and Managing Assets in an Uncertain World presents a comprehensive survey of cutting-edge approaches used by industry to quantify the uncertainty in both conventional and unconventional reservoirs. Balanced between case histories and theory, the chapters in this volume equip experienced practitioners and those just entering the field with the theory, workflows and case history examples needed to make better reservoir management decisions in the uncertain world of the modern oil and gas field.

Content

1-16Uncertainty Analysis in Reservoir Characterization and Management: How Much Should We Know About What We Don’t Know?
17-28Uncertainty Analysis in Well-Log and Petrophysical Interpretations
29-56Predicting Waterflood Behavior by Simulating Earth Models with No or Limited Dynamic Data: From Model Ranking to Simulating a Billion-Cell Model
57-76Quantification of Conceptual and Parametric Uncertainties in Fractured Reservoir Models
77-88Geologic Modeling and Uncertainty Analysis of a Gulf of Mexico Reservoir
89-106Integrated Reservoir Modeling of a Pinedale Tight-gas Reservoir in the Greater Green River Basin, Wyoming
107-120Improving Reservoir Modeling through Integration of Seismic Data in Eocene Turbidites for West Brae Field, Central North Sea, United Kingdom
121-136Uncertainty Analysis in a Mature Field: Dibi Field Case Study
137-158Uncertainty Management in a Giant Fractured Carbonate Field, Oman, Using Experimental Design
159-174Coupling Spatial and Frequency Uncertainty Analyses in Reservoir Modeling: Example of Judy Creek Reef Complex in Swan Hills, Alberta, Canada
175-190Reducing Reservoir Characterization Uncertainties and Improving Field Recovery through Four-Dimensional Seismic Technology: An Integrated Four-Dimensional Seismic Interpretation Workflow
191-202Integration of Engineering and Geological Uncertainty for Reservoir Performance Prediction Using a Distance-Based Approach
203-216Proxy Models for Fast Transfer of Static Uncertainty to Reservoir Performance Uncertainty
217-234Forecast Optimization and Value of Information under Uncertainty
235-248Reservoir Characterization and Uncertainty Assessment Using the Ensemble Kalman Filter: Application to Reservoir Development
249-264History Matching of Reservoir Models by Ensemble Kalman Filtering: The State of the Art and a Sensitivity Study
265-280Integrated Shale Gas Reservoir Modeling
281-288Sensitivity Analysis of Hydraulically Fractured Shale Gas Reservoirs
289-310Reservoir Characterization and Modeling: ALook Back to See the Way Forward

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