Journal of Petroleum Science & Engineering2022,Vol.208PC14.DOI:10.1016/j.petrol.2021.109550

Spearman rank correlations analysis of the elemental,mineral concentrations,and mechanical parameters of the Lower Cambrian Niutitang shale:A case study in the Fenggang block,Northeast Guizhou Province,South China

Gang Zhao Wenlong Ding Jing Tian
Journal of Petroleum Science & Engineering2022,Vol.208PC14.DOI:10.1016/j.petrol.2021.109550

Spearman rank correlations analysis of the elemental,mineral concentrations,and mechanical parameters of the Lower Cambrian Niutitang shale:A case study in the Fenggang block,Northeast Guizhou Province,South China

Gang Zhao 1Wenlong Ding 2Jing Tian3
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作者信息

  • 1. State Key Laboratory of Shale Oil and Gas Enrichment Mechanisms and Effective Development,Beijing,100083,China
  • 2. School of Energy Resources,China University of Geosciences,Beijing,100083,China
  • 3. Tianjin University of Commerce,Tianjin,300134,China
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Abstract

The increasing complexity of reservoirs,particularly shale reservoirs,demands accurate information on the formation composition,mineralogy,and mechanical parameters for effective exploitation.The development of geochemical and geophysical logging technology allows the investigation of the correlations between the elemental,mineral contents,and the mechanical parameters of shale.Taking the Lower Cambrian Niutitang Formadon shale in the Fenggang block in nordieastern Guizhou as an example,889 data sets of the main elemental(Si,Ca,Fe,S,Ti,Gd,K,Mg,and S)concentrations and minerals(carbonate,pyrite,clay,quartz,feldspar,and mica)from Elemental Capture Spectroscopy logging and rock mechanics parameters(dynamic Young's modulus,dynamic Poisson's ratio,shear modulus,bulk modulus,and brittleness index)determined via Sonic Scanner logging data in the target zone of the study area are collected.We investigated the relationships between the mechanical parameters and the elemental,and mineral concentrations by Spearman rank correlation analysis.The influence of different Si concentrations on the mechanical parameters of the rock(positive/negative,and significance)is discussed based on the mineral contents determined via X-ray diffraction of 24 experimental samples.When 22.1%<DWSi(dry weight fraction of the silicon content as a percent)<28.40% and 28.40%<DWSi<34.20%,the static Young's modulus,shear modulus,bulk modulus,and brittleness index exhibit a highly positive/negative correlation that is significant with the increase/decrease in DWSi,WCLA(dry weight fraction of clay),and WQFM(dry weight fraction of quartz,feldspar,and mica)contents,respectively.DWSi = 28.4% is suggested as the turning point for the correlation change(positive/negative,significance).Thus,there exists uncertainty in the determination of the mechanical parameters of rock within certain elemental content ranges.More mathematical models and factors need to be considered to adequately characterize the mechanical parameters of rock.

Key words

Elemental and mineral concentrations/Mechanical parameters/Spearman rank correlation analysis/Brittleness index/Niutitang Formation shale

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出版年

2022
Journal of Petroleum Science & Engineering

Journal of Petroleum Science & Engineering

ISSN:0920-4105
被引量7
参考文献量65
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