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Analysis and Estimation of an Inclusion-Based Effective Fluid Modulus for Tight Gas-Bearing Sandstone Reservoirs

Pu Wang, Xiaohong Chen, Xiangyang Li, Yi-an Cui, Jingye Li, Benfeng Wang

2021IEEE Transactions on Geoscience and Remote Sensing21 citationsDOI

Abstract

Due to the special petrophysical properties of tight reservoirs, such as poor connectivity and low porosity, conventional rock physics models show limitations. Based on an inclusion-based method, a new formula containing fluid pressure is derived without an equilibration assumption of fluid pressures in the inclusions. Then, the formula is simplified with an equivalent pore structure to yield a new fluid identification parameter, the inclusion-based effective fluid modulus (IEFM). By analysis, this fluid identification factor is quite sensitive to water saturation for different pore connectivity. A well-logging data test shows the superiority of the proposed model in identifying tight gas-bearing zones. Seismic data application also demonstrates the validity of the proposed model and the predicted results match well with the well-logging data. In fluid identification, two probabilistic estimation methods are used: Bayes posterior prediction framework is a combination of Bayes’ theory and a deterministic rock physics model; Bayes discriminant method is a statistical rock physics method. The proposed IEFM is a novel identification parameter for tight gas-bearing reservoirs, which can have many applications in the exploration of tight reservoirs.

Topics & Concepts

PetrophysicsTight gasGeologyWell loggingBayes' theoremBearing (navigation)Geotechnical engineeringAlgorithmPetroleum engineeringHydraulic fracturingMathematicsComputer scienceBayesian probabilityPorosityStatisticsArtificial intelligenceSeismic Imaging and Inversion TechniquesHydraulic Fracturing and Reservoir AnalysisHydrocarbon exploration and reservoir analysis
Analysis and Estimation of an Inclusion-Based Effective Fluid Modulus for Tight Gas-Bearing Sandstone Reservoirs | Litcius