Please wait a minute...
Frontiers of Earth Science

ISSN 2095-0195

ISSN 2095-0209(Online)

CN 11-5982/P

Postal Subscription Code 80-963

2018 Impact Factor: 1.205

Front. Earth Sci.    2023, Vol. 17 Issue (3) : 739-751    https://doi.org/10.1007/s11707-022-1007-0
REVIEW ARTICLE
Low-field NMR application in the characterization of CO2 geological storage and utilization related to shale gas reservoirs: a brief review
Zhaohui LU1,2,4, Ke LI4, Xingbing LIU5, Peng ZHAO3, Jun LIU1,2,3()
1. National and Local Joint Engineering Research Center of Shale Gas Exploration and Development, Chongqing Institute of Geology and Mineral Resource, Chongqing 401120, China
2. Key Laboratory of Shale Gas Exploration (Ministry of Natural Resources), Chongqing Institute of Geology and Mineral Resources, Chongqing 401120, China
3. MOE Key Laboratory of Deep Earth Science and Engineering, Institute of New Energy and Low-Carbon Technology, Sichuan University, Chengdu 610065, China
4. State Key Laboratory of Coal Mine Disaster Dynamics and Control, School of Resources and Safety Engineering, Chongqing University, Chongqing 400044, China
5. Chongqing Institute of Geological Survey, Chongqing 401122, China
 Download: PDF(4493 KB)   HTML
 Export: BibTeX | EndNote | Reference Manager | ProCite | RefWorks
Abstract

CO2 geological storage and utilization (CGSU) is considered a far-reaching technique to meet the demand of increasing energy supply and decreasing CO2 emissions. For CGSUs related to shale gas reservoirs, experimental investigations have attracted variable methodologies, among which low-field NMR (LF-NMR) is a promising method and is playing an increasingly key role in reservoir characterization. Herein, the application of this nondestructive, sensitive, and quick LF-NMR technique in characterizing CGSU behavior in shale gas reservoirs is reviewed. First, the basic principle of LF-NMR for 1H-fluid detection is introduced, which is the theoretical foundation of the reviewed achievements in this paper. Then, the reviewed works are related to the LF-NMR-based measurements of CH4 adsorption capacity and the CO2-CH4 interaction in shale, as well as the performance on CO2 sequestration and simultaneous enhanced gas recovery from shale. Basically, the reviewed achievements have exhibited a large potential for LF-NMR application in CGSUs related to shale gas reservoirs, although some limitations and deficiencies still need to be improved. Accordingly, some suggestions are proposed for a more responsible development of the LF-NMR technique. Hopefully, this review is helpful in promoting the expanding application of the LF-NMR technique in CGSU implementation in shale gas reservoirs.

Keywords CO2/CH4 competitive adsorption      shale gas reservoir      CO2 geological storage      gas recovery enhancement      low-field NMR     
Corresponding Author(s): Jun LIU   
Online First Date: 28 April 2023    Issue Date: 12 December 2023
 Cite this article:   
Zhaohui LU,Ke LI,Xingbing LIU, et al. Low-field NMR application in the characterization of CO2 geological storage and utilization related to shale gas reservoirs: a brief review[J]. Front. Earth Sci., 2023, 17(3): 739-751.
 URL:  
https://academic.hep.com.cn/fesci/EN/10.1007/s11707-022-1007-0
https://academic.hep.com.cn/fesci/EN/Y2023/V17/I3/739
Fig.1  Schematic of the flow dynamics of CO2 and CH4 in shale gas reservoirs (Godec et al., 2014).
Fig.2  Four processes of 1H NMR measurement: (a) protons alignment, (b) precession and dephasing, (c) raw data and (d) processed data (Liu et al., 2020b).
Fig.3  Schematic representation of a CPMG pulse sequence with a multiecho spin echo sequence (top) and the T2 relaxation curve (bottom). TE, echo time; TR, repetition time (Cheng et al., 2012).
Fig.4  Relationship between gas pressure and integrated amplitude (S) of shale-adsorbed gas during the desorption process from 10 MPa to 0.75 MPa (Tang et al., 2017).
Fig.5  LF-NMR measurement of CH4 in shale sample. (a) T2 spectrum of CH4 and (b) the specific amounts of “adsorbed CH4”, “free-state CH4”, and “bulk CH4” (Liu and Wang, 2018).
Fig.6  Isothermal adsorption curves obtained from the LF-NMR technique and gravimetric measurement (Yao et al., 2019).
Fig.7  Comparison of CH4 adsorption curve and CH4 desorption curve based on the LF-NMR measurements (Zhou et al., 2021).
Fig.8  Content variation of adsorbed CH4 (P1), free CH4 (P2) and bulk CH4 (P3) after CO2 injection into shale. (a) The ambient pressure and (b) the abandonment pressure condition (Liu et al., 2017).
Fig.9  Measured T2 spectrum for the “CH4-saturated” shale samples (a) #1, and (b) #2. Region a (i.e., 0.01–11?ms) represents the adsorbed CH4 on the pore surface, region b (i.e., 11–300?ms) refers to the free-state CH4 existing in the pore center, and region c (i.e., 300–2000?ms) represents the free-state CH4 among shale particles (Zhao and Wang, 2019).
Fig.10  Recovery of the adsorbed CH4 from the dry and moisture-equilibrated shale during the CO2 huff process (Tian et al., 2020).
Fig.11  Adsorption capacity of CO2 and CH4 in the environment of fixed CH4 mass and variable CO2/CH4 ratio. Herein the CO2/CH4 pressure ratio is approximately (Pbi ?3)/3 with the partial pressure for CH4 stabilized at 3 MPa in the reference cell. (a) Sample YDN-1; (b) Sample YDN-2. (Liu et al., 2019a).
Fig.12  CO2/CH4 CAR in shale under a fixed CO2/CH4 pressure ratio. CAR, competitive adsorption ratio (Liu et al., 2019a).
Fig.13  LF-NMR outcomes for the collected samples. (a) CH4-adsorption volume under the different experimental conditions and (b) efficiency of CO2 enhanced shale gas recovery (Liu et al., 2019b).
Fig.14  Relationship between adsorbed content of CO2 and CH4 during CO2-CH4 displacement (Liu et al., 2019a).
1 O, Abdussalam J, Trochu N, Fello A Chaabane (2021). Recent advances and opportunities in planning green petroleum supply chains: a model-oriented review.Int J Sustain Dev World Ecol, 28(6): 524–539
https://doi.org/10.1080/13504509.2020.1862935
2 A, Adeyilola S, Nordeng C, Onwumelu F, Nwachukwu T Gentzis (2020). Geochemical, petrographic and petrophysical characterization of the Lower Bakken Shale, Divide County, North Dakota.Int J Coal Geol, 224: 103477
https://doi.org/10.1016/j.coal.2020.103477
3 G C, Borgia R J S, Brown P Fantazzini (1998). Uniform-penalty inversion of multiexponential decay data.J Magn Reson, 132(1): 65–77
https://doi.org/10.1006/jmre.1998.1387 pmid: 9615412
4 R J S, Brown R, Chandler J A, Jackson R L, Kleinberg M N, Miller Z, Paltiel M G Prammer (2001). History of NMR well logging.Concepts Magn Reson, 13(6): 335–413
5 R J S Brown, I Fatt (1956). Measurements of Fractional Wettability of Oil Fields’ Rocks by the Nuclear Magnetic Relaxation Method. Fall Meeting of the Petroleum Branch of AIME, October 14, Los Angeles, California
6 J P, Butler J A, Reeds S V Dawson (1981). Estimating solutions of first kind integral equations with nonnegative constraints and optimal smoothing.SIAM J Numer Anal, 18(3): 381–397
https://doi.org/10.1137/0718025
7 H Y, Carr E M Purcell (1954). Effects of diffusion on free precession in nuclear magnetic resonance experiments.Phys Rev, 94(3): 630–638
https://doi.org/10.1103/PhysRev.94.630
8 H L M, Cheng N, Stikov N R, Ghugre G A Wright (2012). Practical medical applications of quantitative MR relaxometry.J Magn Reson Imaging, 36(4): 805–824
https://doi.org/10.1002/jmri.23718 pmid: 22987758
9 L, Cheng D, Li W, Wang J Liu (2021). Heterogeneous transport of free CH4 and free CO2 in dual-porosity media controlled by anisotropic in situ stress during shale gas production by CO2 flooding: implications for CO2 geological storage and utilization.ACS Omega, 6(40): 26756–26765
https://doi.org/10.1021/acsomega.1c04220 pmid: 34661029
10 G R Coates, L Xiao, M G Prammer (1999). NMR Logging Principles and Applications. Houston (Texas): Gulf Publishing Company
11 P, Cornillon L C Salim (2000). Characterization of water mobility and distribution in low- and intermediate-moisture food systems.Magn Reson Imaging, 18(3): 335–341
https://doi.org/10.1016/S0730-725X(99)00139-3 pmid: 10745143
12 A, Duguid J, Glier M, Heinrichs J, Hawkins R, Peterson S Mishra (2021). Practical leakage risk assessment for CO2 assisted enhanced oil recovery and geologic storage in Ohio’s depleted oil fields.Int J Greenh Gas Control, 109: 103338
https://doi.org/10.1016/j.ijggc.2021.103338
13 K J Dunn, J D Bergman, A G Latorraca (2002). Nuclear Magnetic Resonance: Petrophysical and Logging Applications. In: Handbook of Geophysical Exploration. New York: Pergamon.
14 C J, Fan L, Yang G, Wang Q M, Huang X, Fu H O Wen (2021). Investigation on coal skeleton deformation in CO2 injection enhanced CH4 drainage from underground coal seam.Front Earth Sci (Lausanne), 9: 766011
https://doi.org/10.3389/feart.2021.766011
15 A, Fatah Z, Bennour Mahmud H, Ben R, Gholami M M Hossain (2020). A review on the influence of CO2/shale interaction on shale properties: implications of CCS in shales.Energies, 13(12): 3200
https://doi.org/10.3390/en13123200
16 E, Fathi I Y Akkutlu (2014). Multi-component gas transport and adsorption effects during CO2 injection and enhanced shale gas recovery.Int J Coal Geol, 123: 52–61
https://doi.org/10.1016/j.coal.2013.07.021
17 Y, Gensterblum A, Busch B M Krooss (2014). Molecular concept and experimental evidence of competitive adsorption of H2O, CO2 and CH4 on organic material.Fuel, 115: 581–588
https://doi.org/10.1016/j.fuel.2013.07.014
18 M, Godec G, Koperna R, Petrusak A Oudinot (2013). Potential for enhanced gas recovery and CO2 storage in the Marcellus Shale in the Eastern United States.Int J Coal Geol, 118: 95–104
https://doi.org/10.1016/j.coal.2013.05.007
19 M, Godec G, Koperna R, Petrusak A Oudinot (2014). Enhanced gas recovery and CO2 storage in gas shales: a summary review of its status and potential.Energy Procedia, 63: 5849–5857
https://doi.org/10.1016/j.egypro.2014.11.618
20 G H, Golub M, Heath G Wahba (1979). Generalized cross-validation as a method for choosing a good ridge parameter.Technometrics, 21(2): 215–223
https://doi.org/10.1080/00401706.1979.10489751
21 J C, Guo H Y, Zhou J, Zeng K J, Wang J, Lai Y X Liu (2020). Advances in low-feld nuclear magnetic resonance (NMR) technologies applied for characterization of pore space inside rocks: a critical review.Petrol Sci, 17(5): 1281–1297
https://doi.org/10.1007/s12182-020-00488-0
22 E Hatzakis (2019). Nuclear magnetic resonance (NMR) spectroscopy in food science: a comprehensive review.Compr Rev Food Sci Food Saf, 18(1): 189–220
https://doi.org/10.1111/1541-4337.12408 pmid: 33337022
23 G J, Hirasaki S W, Lo Y Zhang (2003). NMR properties of petroleum reservoir fluids.Magn Reson Imaging, 21(3–4): 269–277
https://doi.org/10.1016/S0730-725X(03)00135-8 pmid: 12850718
24 T, Hu T F, Xu H L, Tian B, Zhou Y Z Yang (2021). A study of CO2 injection well selection in the naturally fractured undulating formation in the Jurong Oilfield, China.Int J Greenh Gas Control, 109: 103377
https://doi.org/10.1016/j.ijggc.2021.103377
25 L, Huang Z F, Ning Q, Wang H T, Ye Z L, Chen Z, Sun F R, Sun H B Qin (2018). Enhanced gas recovery by CO2 sequestration in marine shale: a molecular view based on realistic kerogen model.Arab J Geosci, 11(15): 404
https://doi.org/10.1007/s12517-018-3762-5
26 X, Huang T T, Li H, Gao J S, Zhao C Wang (2019). Comparison of SO2 with CO2 for recovering shale resources using low-field nuclear magnetic resonance.Fuel, 245: 563–569
https://doi.org/10.1016/j.fuel.2019.01.135
27 X, Huang J J, Xue X Li (2020). Adsorption behavior of CH4 and C2H6 on shale under the influence of CO2 and flue gas.Energy Fuels, 34(5): 5689–5695
https://doi.org/10.1021/acs.energyfuels.0c00339
28 R, Iddphonce J J, Wang L Zhao (2020). Review of CO2 injection techniques for enhanced shale gas recovery: prospect and challenges.J Nat Gas Sci Eng, 77: 103240
https://doi.org/10.1016/j.jngse.2020.103240
29 C, Keles X, Tang C, Schlosser A K, Louk N S Ripepi (2020). Sensitivity and history match analysis of a carbon dioxide “huff-and-puff” injection test in a horizontal shale gas well in Tennessee.J Nat Gas Sci Eng, 77: 103226
https://doi.org/10.1016/j.jngse.2020.103226
30 M S, Kirli M Fahrioglu (2019). Sustainable development of Turkey: deployment of geothermal resources for carbon capture, utilization, and storage.Energy Sources Part A-Recovery Utilization Environmental Effects, 41(14): 1739–1751
https://doi.org/10.1080/15567036.2018.1549149
31 C L Lawson, R J Hanson (1974). Solving Least Squares Problems. Prentice-Hall
32 J Li, Q Z Wu, J Lu, W J Jin (2018). To quantitatively determine the adsorption and free methane volume content in shale gas core based on NMR technique. Well Logging Techn, 42(3): 315–320 (in Chinese)
33 L G, Li C, Li T H Kang (2019). Adsorption/desorption behavior of CH4 on shale during the CO2 Huff-and-Puff process.Energy Fuels, 33(6): 5147–5152
https://doi.org/10.1021/acs.energyfuels.9b00920
34 T Lin, X Liu, J Zhang, Y Bai, J Liu, Y Zhang, Y Zhao, X Cheng, J Lv, H Yang (2021). Characterization of multi-component and multi-phase fluids in the Upper Cretaceous oil shale from the Songliao Basin (NE China) using T1–T2 NMR correlation maps. Petrol Sci Technol, 39 (23–24): 1060–1070
https://doi.org/10.1080/10916466.2021.1990318
35 D Q, Liu Y L, Li R K Agarwal (2016). Numerical simulation of long-term storage of CO2 in Yanchang shale reservoir of the Ordos Basin in China.Chem Geol, 440: 288–305
https://doi.org/10.1016/j.chemgeo.2016.08.002
36 D Q, Liu Y L, Li S, Yang R K Agarwal (2021a). CO2 sequestration with enhanced shale gas recovery.Energy Sources Part A-Recovery Utilization and Environmental Effects, 43(24): 3227–3237
https://doi.org/10.1080/15567036.2019.1587069
37 F Y, Liu K, Ellett Y T, Xiao J A Rupp (2013). Assessing the feasibility of CO2 storage in the New Albany Shale (Devonian-Mississippian) with potential enhanced gas recovery using reservoir simulation.Int J Greenh Gas Control, 17: 111–126
https://doi.org/10.1016/j.ijggc.2013.04.018
38 J, Liu L, Xie D, Elsworth Q Gan (2019a). CO2/CH4 competitive adsorption in shale: implications for enhancement in gas production and reduction in carbon emissions.Environ Sci Technol, 53(15): 9328–9336
https://doi.org/10.1021/acs.est.9b02432 pmid: 31318200
39 J, Liu L, Xie Y, Yao Q, Gan P, Zhao L Du (2019b). Preliminary study of influence factors and estimation model of the enhanced gas recovery stimulated by carbon dioxide utilization in shale.ACS Sustain Chem & Eng, 7(24): 20114–20125
https://doi.org/10.1021/acssuschemeng.9b06005
40 J, Liu L Z, Xie B, He Q, Gan P Zhao (2021b). Influence of anisotropic and heterogeneous permeability coupled with in-situ stress on CO2 sequestration with simultaneous enhanced gas recovery in shale: quantitative modeling and case study.Int J Greenh Gas Control, 104: 103208
https://doi.org/10.1016/j.ijggc.2020.103208
41 J, Liu Y, Yao D, Liu D Elsworth (2017). Experimental evaluation of CO2 enhanced recovery of adsorbed-gas from shale.Int J Coal Geol, 179: 211–218
https://doi.org/10.1016/j.coal.2017.06.006
42 X, Liu J, Zhang Y, Bai Y, Zhang Y, Zhao X, Cheng J, Lv H, Yang J Liu (2020a). Pore structure petrophysical characterization of the Upper Cretaceous oil shale from the Songliao Basin (NE China) using low-field NMR.J Spectrosc, 2020: 1–11
https://doi.org/10.1155/2020/9067684
43 Y L, Liu C Wang (2018). Determination of the absolute adsorption isotherms of CH4 on shale with low-field nuclear magnetic resonance.Energy Fuels, 32(2): 1406–1415
https://doi.org/10.1021/acs.energyfuels.7b03428
44 Z S, Liu D M, Liu Y D, Cai Y B, Yao Z J, Pan Y F Zhou (2020b). Application of nuclear magnetic resonance (NMR) in coalbed methane and shale reservoirs: a review.Int J Coal Geol, 218: 103261
https://doi.org/10.1016/j.coal.2019.103261
45 X R, Luo X J, Ren S Z Wang (2019). Supercritical CO2-water-shale interactions and their effects on element mobilization and shale pore structure during stimulation.Int J Coal Geol, 202: 109–127
https://doi.org/10.1016/j.coal.2018.12.007
46 M H Levitt (2015). Nuclear spin relaxation.Resonance, 20(11): 986–994
https://doi.org/10.1007/s12045-015-0266-4
47 A Martin (1995). Nuclear-magnetic-resonance imaging — technology for the 21st-century.Oilfield Rev, 7(3): 19–33
48 C, McPhee J, Reed I Zubizarreta (2015). Nuclear Magnetic Resonance (NMR).Develop Petroleum Sci, 64: 655–669
49 S, Meiboom D Gill (1958). Modified spin-echo method for measuring nuclear relaxation times.Rev Sci Instrum, 29(8): 688–691
https://doi.org/10.1063/1.1716296
50 R S, Middleton J W, Carey R P, Currier J D, Hyman Q J, Kang S, Karra J, Jimenez-Martinez M L, Porter H S Viswanathan (2015). Shale gas and non-aqueous fracturing fluids: opportunities and challenges for supercritical CO2.Appl Energy, 147: 500–509
https://doi.org/10.1016/j.apenergy.2015.03.023
51 P, Pereira C, Ribeiro J Carneiro (2021). Identification and characterization of geological formations with CO2 storage potential in Portugal.Petrol Geosci, 27(3): petgeo2020–123
52 S, Qiu T, Lei J T, Wu S S Bi (2021). Energy demand and supply planning of China through 2060.Energy, 234: 121193
https://doi.org/10.1016/j.energy.2021.121193
53 S, Rani B K, Prusty S K Pal (2020). Characterization of shales from Damodar valley coalfields for CH4 recovery and CO2 sequestration.Environ Techn & Innov, 18: 100739
https://doi.org/10.1016/j.eti.2020.100739
54 D O Seevers (1966). A Nuclear Magnetic Method for Determining The Permeability Of Sandstones. SPWLA 7th Annual Logging Symposium. Society of Professional Well Log Analysts Transactions, Tulsa, Oklahoma, 1–14
55 J L, Shi G F, Shen H Y, Zhao N N, Sun X H, Song Y T, Guo W, Wei Y H Sun (2018). Porosity at the interface of organic matter and mineral components contribute significantly to gas adsorption on shales.J CO2 Utilization, 28: 73–82
https://doi.org/10.1016/j.jcou.2018.09.013
56 C, Straley H, Vinegar C Morriss (1994). Core analysis by low field NMR.1994 International Symposium of the Society of Core Analysts, Proceedings: 43–56
57 R, Streich M, Becken O Ritter (2010). Imaging of CO2 storage sites, geothermal reservoirs, and gas shales using controlled-source magnetotellurics: Modeling studies.Geochemistry, 70: 63–75
https://doi.org/10.1016/j.chemer.2010.05.004
58 H, Sun J, Yao S H, Gao D Y, Fan C C, Wang Z X Sun (2013). Numerical study of CO2 enhanced natural gas recovery and sequestration in shale gas reservoirs.Int J Greenh Gas Control, 19: 406–419
https://doi.org/10.1016/j.ijggc.2013.09.011
59 H Y, Sun H, Zhao N, Qi Y Li (2017). Molecular insights into the enhanced shale gas recovery by carbon dioxide in Kerogen Slit Nanopores.J Phys Chem C, 121(18): 10233–10241
https://doi.org/10.1021/acs.jpcc.7b02618
60 X X, Sun Y B, Yao D M, Liu Y F Zhou (2018). Investigations of CO2-water wettability of coal: NMR relaxation method.Int J Coal Geol, 188: 38–50
https://doi.org/10.1016/j.coal.2018.01.015
61 J P Tang, H N Tian, Y Ma, S J Sun, W J Li (2017). Experimental study on desorption characteristics of gas in coal shale based on NMR technology. J Liaoning Technical U (Natural Science Edition), 36(3): 282–287 (in Chinese)
62 M N, Testamanti R Rezaee (2019). Considerations for the acquisition and inversion of NMR T2 data in shales.J Petrol Sci Eng, 174: 177–188
https://doi.org/10.1016/j.petrol.2018.10.109
63 F, Tian T T, Li X, Huang H L Dang (2020). Adsorption behavior of CH4, C2H6, and CO2 on moisture-equilibrated shale.Energy Fuels, 34(8): 9492–9497
https://doi.org/10.1021/acs.energyfuels.0c01614
64 Beek T A van (2021). Low-field benchtop NMR spectroscopy: status and prospects in natural product analysis.Phytochem Anal, 32(1): 24–37
https://doi.org/10.1002/pca.2921 pmid: 31989704
65 J, Wang Y, Zhang J Xie (2020). Influencing factors and application prospects of CO2 flooding in heterogeneous glutenite reservoirs.Sci Rep, 10(1): 1839
https://doi.org/10.1038/s41598-020-58792-z pmid: 32020022
66 Q B Wang (2019). Effects of clay mineral characteristics on shale adsorbed gas:based on the experimental analysis of shale samples in Longmaxi Formation of Dingshan Area, Southeast Sichuan. J Chongqing U Sci Techn (Natural Sciences Edition), 21(3): 20–24 (in Chinese)
67 X Q, Wang Z Q, Zhai X, Jin S T, Wu J M, Li L, Sun X D Liu (2016). Molecular simulation of CO2/CH4 competitive adsorption in organic matter pores in shale under certain geological conditions.Pet Explor Dev, 43(5): 841–848
https://doi.org/10.1016/S1876-3804(16)30100-8
68 X Y, Wang J, Xie X J Chen (2021). Applications of non-invasive and novel methods of low-field nuclear magnetic resonance and magnetic resonance imaging in aquatic products.Front Nutr, 8: 651804
https://doi.org/10.3389/fnut.2021.651804 pmid: 33869268
69 K E Washburn (2014). Relaxation mechanisms and shales.Concepts Magn Reson Part A Bridg Educ Res, 43A(3): 57–78
https://doi.org/10.1002/cmr.a.21302
70 H P, Xie X C, Li Z M, Fang Y F, Wang Q, Li L, Shi B, Bai N, Wei Z M Hou (2014). Carbon geological utilization and storage in China: current status and perspectives.Acta Geotech, 9(1): 7–27
https://doi.org/10.1007/s11440-013-0277-9
71 Y C, Xie Z M, Hou H J, Liu C, Cao J G Qi (2021). The sustainability assessment of CO2 capture, utilization and storage (CCUS) and the conversion of cropland to forestland program (CCFP) in the Water-Energy-Food (WEF) framework towards China’s carbon neutrality by 2060.Environ Earth Sci, 80(14): 468
https://doi.org/10.1007/s12665-021-09762-9
72 H, Xu D Z, Tang J L, Zhao S Li (2015). A precise measurement method for shale porosity with low-field nuclear magnetic resonance: a case study of the Carboniferous-Permian strata in the Linxing area, eastern Ordos Basin, China.Fuel, 143: 47–54
https://doi.org/10.1016/j.fuel.2014.11.034
73 Y, Yang S M Liu (2020). Review of shale gas sorption and its models.Energy Fuels, 34(12): 15502–15524
https://doi.org/10.1021/acs.energyfuels.0c02906
74 Y B, Yao D M Liu (2012). Comparison of low-field NMR and mercury intrusion porosimetry in characterizing pore size distributions of coals.Fuel, 95(1): 152–158
https://doi.org/10.1016/j.fuel.2011.12.039
75 Y B, Yao D M, Liu J G, Liu S B Xie (2015). Assessing the water migration and permeability of large intact bituminous and anthracite coals using NMR relaxation spectrometry.Transp Porous Media, 107(2): 527–542
https://doi.org/10.1007/s11242-014-0452-y
76 Y B, Yao D M, Liu S B Xie (2014). Quantitative characterization of methane adsorption on coal using a low-field NMR relaxation method.Int J Coal Geol, 131: 32–40
https://doi.org/10.1016/j.coal.2014.06.001
77 Y B, Yao J, Liu D M, Liu J Y, Chen Z J Pan (2019). A new application of NMR in characterization of multiphase methane and adsorption capacity of shale.Int J Coal Geol, 201: 76–85
https://doi.org/10.1016/j.coal.2018.11.018
78 T T, Yin D M, Liu Y D, Cai Y F, Zhou Y B Yao (2017). Size distribution and fractal characteristics of coal pores through nuclear magnetic resonance cryoporometry.Energy Fuels, 31(8): 7746–7757
https://doi.org/10.1021/acs.energyfuels.7b00389
79 T, Zhang G S, Ellis S C, Ruppel K, Milliken R Yang (2012). Effect of organic-matter type and thermal maturity on methane adsoption in shale-gas systems.Org Geochem, 47(6): 120–131
https://doi.org/10.1016/j.orggeochem.2012.03.012
80 G, Zhao C Wang (2019). Influence of CO2 on the adsorption of CH4 on shale using low-field nuclear magnetic resonance technique.Fuel, 238: 51–58
https://doi.org/10.1016/j.fuel.2018.10.092
81 P, Zhao B, He B, Zhang J Liu (2022). Porosity of gas shale: is the NMR-based measurement reliable?.Petrol Sci, 19(2): 509–517
https://doi.org/10.1016/j.petsci.2021.12.013
82 P, Zhao L, Xie B, He J Liu (2020). Strategy optimization on industrial CO2 sequestration in the depleted Wufeng-Longmaxi Formation Shale in the northeastern Sichuan Basin, SW China: from the perspective of environment and energy.ACS Sustain Chem & Eng, 8(30): 11435–11445
https://doi.org/10.1021/acssuschemeng.0c04114
83 P, Zhao L Z, Xie B, He J Liu (2021). Anisotropic permeability influencing the performance of free CH4 and free CO2 during the process of CO2 sequestration and enhanced gas recovery (CS-EGR) from Shale.ACS Sustain Chem & Eng, 9(2): 914–926
https://doi.org/10.1021/acssuschemeng.0c08058
84 G Z, Zhou Z M, Hu Z B, Gu J, Chang X G, Duan X G, Liu H M Zhan (2021). Low-field NMR investigation of the dynamic adsorption–desorption process of shale gas.Energy Fuels, 35(6): 4762–4774
https://doi.org/10.1021/acs.energyfuels.0c01919
85 J P, Zhou K, Yang S F, Tian L, Zhou X F, Xian Y D, Jiang M H, Liu J C Cai (2020). CO2-water-shale interaction induced shale microstructural alteration.Fuel, 263: 116642
https://doi.org/10.1016/j.fuel.2019.116642
86 W N, Zhou H B, Wang Y Y, Yang X L Liu (2019). Adsorption Mechanism of CO2/CH4 in Kaolinite Clay: insight from molecular simulation.Energy Fuels, 33(7): 6542–6551
https://doi.org/10.1021/acs.energyfuels.9b00539
[1] Taotao YAN, Chao YANG, Shuai ZHENG, Yadong BAI, Wei CHEN, Yanfei LIU, Wenguang TIAN, Shasha SUN, Shangwen JIN, Jiahang WANG, Zhenxing LIU, Huifang YAO. Geochemical characteristics of produced fluids from CBM wells and their indicative significance for gas accumulation in Daning-Jixian block, Ordos Basin[J]. Front. Earth Sci., 2023, 17(3): 661-678.
[2] Fulai LI, Hao DIAO, Wenkuan MA, Maozhen WANG. Study of corrosion mechanism of dawsonite led by CO2 partial pressure[J]. Front. Earth Sci., 2022, 16(2): 465-482.
[3] Weidong XIE, Meng WANG, Hua WANG, Ruying MA, Hongyue DUAN. Diagenesis of shale and its control on pore structure, a case study from typical marine, transitional and continental shales[J]. Front. Earth Sci., 2021, 15(2): 378-394.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed