Preliminary Study of Influence Factors and Estimation Model of the Enhanced Gas Recovery Stimulated by Carbon Dioxide Utilization in Shale

Jun Liu, Lingzhi Xie, Yanbin Yao, Quan Gan, Peng Zhao*, Longhuan Du

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

52 Citations (Scopus)


Carbon dioxide (CO2) injection into shale enables enhanced gas recovery (EGR) associated with geological CO2 sequestration. Although primary research has been conducted on the CO2-based EGR technique in shale, the factors that influence the EGR efficiency remain unclear and need to be examined. This study presents a novel nuclear magnetic resonance (NMR)-based methodology to measure the EGR efficiency caused by CO2 injection into shale samples with various properties. Accordingly, the effects of shale properties on the CO2-based EGR efficiency were revealed, and a calculation model for estimating the EGR efficiency was established. The results indicated that CO2 injection enables significant production enhancement of shale gas, with the EGR efficiency averaging 23.54% and ranging from 16.22 to 34.34%, thus indicating that the EGR efficiency varies with the shale properties. The results also indicated that a higher CO2-based EGR efficiency, while adhering to a higher CO2-sequestration capacity, usually occurs in shales with a higher content of total organic carbon, higher methane-adsorption capacity, lower permeability, and lower clay mineral content. Moreover, an estimation model is developed to forecast the CO2-based EGR efficiency according to the shale properties. In general, these far-reaching results are of significance for predicting the benefit of CO2 utilization in different shale reservoirs.

Original languageEnglish
Pages (from-to)20114-20125
Number of pages12
JournalACS Sustainable Chemistry and Engineering
Issue number24
Early online date21 Nov 2019
Publication statusPublished - 16 Dec 2019

Bibliographical note

We acknowledge the financial support from the Beijing key laboratory of unconventional natural gas geological evaluation and development engineering (grant number 2019BJ02002), the National Natural Science Foundation of China (grant numbers 41872123, 11872258, and 51704197), and the Science and Technology Department of Sichuan Province (grant number 2019YFH0121). The authors would like to thank Bo He from the Institute of New Energy and Low-Carbon Technology of Sichuan University for his help with experiments on shale property characterization.


  • carbon capture and utilization (CCU)
  • CO geological sequestration
  • enhanced gas recovery (EGR)
  • gas shale
  • reservoir characteristics


Dive into the research topics of 'Preliminary Study of Influence Factors and Estimation Model of the Enhanced Gas Recovery Stimulated by Carbon Dioxide Utilization in Shale'. Together they form a unique fingerprint.

Cite this