Litcius/Paper detail

A novel method of quantitative evaluation and comprehensive classification of low permeability-tight oil reservoirs: A case study of Jidong Oilfield, China

Dongliang Jiang, Hao Chen, Jianpeng Xing, Lin Shang, Qunhui Wang, Yanchun Sun, Yao Zhao, Jianjun Cui, Ian Duncan

2022Petroleum Science21 citationsDOIOpen Access PDF

Abstract

The classification of low permeability-tight reservoirs is the premise of development. The deep reservoir of Shahejie 3 member contains rich low permeability-tight reserves, but the strong heterogeneity and complex micro pore structure make the main controlling factors subjective and the classification boundaries unclear. Therefore, a new indicator considering the interaction between fluid and rock named Threshold Flow Zone Indicator (TFZI) is proposed, it can be used as the main sequence of correlation analysis to screen the main controlling factors, and the clustering algorithm is optimized combined with probability distribution to determine the classification boundaries. The sorting coefficient, main throat radius, movable fluid saturation and displacement pressure are screened as the representative parameters for the following four key aspects: rock composition, microstructure, flow capacity and the interaction between rock and fluid. Compared with the traditional probability distribution and clustering algorithm, the boundary of the optimized clustering algorithm proposed in this paper is more accurate. The classification results are consistent with sedimentary facies, oil levels and oil production intensity. This method provides an important basis for the development of low permeability-tight reservoirs.

Topics & Concepts

Tight oilPermeability (electromagnetism)Cluster analysisFaciesGeologyPetroleum engineeringSortingReservoir modelingSaturation (graph theory)Tight gasAlgorithmArtificial intelligenceComputer scienceMathematicsHydraulic fracturingOil shaleBiologyGeneticsMembraneStructural basinPaleontologyCombinatoricsHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir AnalysisEnhanced Oil Recovery Techniques