Analytical Model of Shale Gas Permeability Based on the Pore Size Distribution from FE-SEM and Image Analysis
被引:4
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作者:
Jiang, Ke
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机构:
Chengdu Univ Technol, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610059, Sichuan, Peoples R China
Chengdu Univ Technol, Coll Energy, Chengdu 610059, Sichuan, Peoples R China
Univ Regina, Fac Engn & Appl Sci, Regina, SK S4S 0A2, CanadaChengdu Univ Technol, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610059, Sichuan, Peoples R China
Jiang, Ke
[1
,2
,3
]
Zhou, Wen
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机构:
Chengdu Univ Technol, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610059, Sichuan, Peoples R China
Chengdu Univ Technol, Coll Energy, Chengdu 610059, Sichuan, Peoples R ChinaChengdu Univ Technol, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610059, Sichuan, Peoples R China
Zhou, Wen
[1
,2
]
Jia, Na
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机构:
Univ Regina, Fac Engn & Appl Sci, Regina, SK S4S 0A2, CanadaChengdu Univ Technol, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610059, Sichuan, Peoples R China
Jia, Na
[3
]
Liu, Ruiyin
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Chengdu Univ Technol, Coll Energy, Chengdu 610059, Sichuan, Peoples R ChinaChengdu Univ Technol, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610059, Sichuan, Peoples R China
Liu, Ruiyin
[2
]
Wang, Haoyu
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机构:
Univ Regina, Fac Sci, Regina, SK S4S 0A2, CanadaChengdu Univ Technol, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610059, Sichuan, Peoples R China
Wang, Haoyu
[4
]
Zhou, Qiumei
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Chengdu Univ Technol, Coll Energy, Chengdu 610059, Sichuan, Peoples R ChinaChengdu Univ Technol, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610059, Sichuan, Peoples R China
Zhou, Qiumei
[2
]
Tang, Chao
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Chengdu Univ Technol, Coll Energy, Chengdu 610059, Sichuan, Peoples R ChinaChengdu Univ Technol, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610059, Sichuan, Peoples R China
Tang, Chao
[2
]
机构:
[1] Chengdu Univ Technol, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610059, Sichuan, Peoples R China
[2] Chengdu Univ Technol, Coll Energy, Chengdu 610059, Sichuan, Peoples R China
[3] Univ Regina, Fac Engn & Appl Sci, Regina, SK S4S 0A2, Canada
[4] Univ Regina, Fac Sci, Regina, SK S4S 0A2, Canada
Shale matrix permeability is vital to the evaluation of shale petrophysical property. In this study, an analytical model that considers pore size distribution, tortuosity, adsorption, and slippage effects is developed, to calculate the permeability of shale samples. Specifically, field emission scanning electron microscope (FE-SEM), the ImageJ software, and the MATLAB programming and numeric computing environment are employed to experimentally characterize the pore structure and to fit and optimize the pore size distribution. The discrete pore size distributions of organic matter and inorganic matter pores for Longmaxi and Qiongzhusi shale samples are determined based on FE-SEM images. According to the sum of squares error (SSE), coefficient of determination (R2), root-mean-square error (RMSE), and outcome of the fit, the Gaussian 2 correlation function is optimized to fit the continuous pore size distribution. Finally, the permeabilities of five shale rock samples are calculated and compared with the measured results from the Longmaxi and Qiongzhusi Formations. The results illustrate that the multi-term Gaussian fit is more suitable for calculating the permeability of samples with multimodal pore size distributions than the multi-segment Gaussian fit. The calculated results from the pore size distribution are more accuracy than those from the representative mean pore radius. The influence of pore size distribution on permeability and how seepage mechanisms in different pore sizes work together to represent permeability changes at the core scale will be investigated in the future. The study provides a more reliable calculation of the shale matrix permeability compared to previous methods.
机构:
School of Earth Sciences and Engineering, State Key Lab for Mineral Deposit Research, Nanjing University, Nanjing 210093, ChinaSchool of Earth Sciences and Engineering, State Key Lab for Mineral Deposit Research, Nanjing University, Nanjing 210093, China
Yang, Kan
Lu, Xian-Cai
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School of Earth Sciences and Engineering, State Key Lab for Mineral Deposit Research, Nanjing University, Nanjing 210093, ChinaSchool of Earth Sciences and Engineering, State Key Lab for Mineral Deposit Research, Nanjing University, Nanjing 210093, China
Lu, Xian-Cai
Xu, Jin-Tan
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School of Earth Sciences and Engineering, State Key Lab for Mineral Deposit Research, Nanjing University, Nanjing 210093, ChinaSchool of Earth Sciences and Engineering, State Key Lab for Mineral Deposit Research, Nanjing University, Nanjing 210093, China
Xu, Jin-Tan
Yin, Hong-Wei
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School of Earth Sciences and Engineering, State Key Lab for Mineral Deposit Research, Nanjing University, Nanjing 210093, ChinaSchool of Earth Sciences and Engineering, State Key Lab for Mineral Deposit Research, Nanjing University, Nanjing 210093, China
Yin, Hong-Wei
Hu, Wen-Xuan
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机构:
School of Earth Sciences and Engineering, State Key Lab for Mineral Deposit Research, Nanjing University, Nanjing 210093, China
Institute of Energy Science, Nanjing University, Nanjing 210093, ChinaSchool of Earth Sciences and Engineering, State Key Lab for Mineral Deposit Research, Nanjing University, Nanjing 210093, China
Hu, Wen-Xuan
Meitan Xuebao/Journal of the China Coal Society,
2013,
38
(05):
: 817
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821
机构:
SINOPEC Petr Explorat & Prod Res Inst, 31 Xueyuan Rd, Beijing 100083, Peoples R ChinaSINOPEC Petr Explorat & Prod Res Inst, 31 Xueyuan Rd, Beijing 100083, Peoples R China
Li, Yaxiong
Liu, Xiangui
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机构:
Chinese Acad Sci, Inst Porous Flow & Fluid Mech, Langfang 065007, Peoples R China
China Natl Petr Corp, Res Inst Petr Explorat & Dev, Langfang 065007, Peoples R ChinaSINOPEC Petr Explorat & Prod Res Inst, 31 Xueyuan Rd, Beijing 100083, Peoples R China
Liu, Xiangui
Gao, Shusheng
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Chinese Acad Sci, Inst Porous Flow & Fluid Mech, Langfang 065007, Peoples R China
China Natl Petr Corp, Res Inst Petr Explorat & Dev, Langfang 065007, Peoples R ChinaSINOPEC Petr Explorat & Prod Res Inst, 31 Xueyuan Rd, Beijing 100083, Peoples R China
Gao, Shusheng
Duan, Xianggang
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Chinese Acad Sci, Inst Porous Flow & Fluid Mech, Langfang 065007, Peoples R China
China Natl Petr Corp, Res Inst Petr Explorat & Dev, Langfang 065007, Peoples R ChinaSINOPEC Petr Explorat & Prod Res Inst, 31 Xueyuan Rd, Beijing 100083, Peoples R China
Duan, Xianggang
Hu, Zhiming
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Chinese Acad Sci, Inst Porous Flow & Fluid Mech, Langfang 065007, Peoples R China
China Natl Petr Corp, Res Inst Petr Explorat & Dev, Langfang 065007, Peoples R ChinaSINOPEC Petr Explorat & Prod Res Inst, 31 Xueyuan Rd, Beijing 100083, Peoples R China
Hu, Zhiming
Chen, Xueke
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Chinese Acad Sci, Inst Porous Flow & Fluid Mech, Langfang 065007, Peoples R China
China Natl Petr Corp, Res Inst Petr Explorat & Dev, Langfang 065007, Peoples R ChinaSINOPEC Petr Explorat & Prod Res Inst, 31 Xueyuan Rd, Beijing 100083, Peoples R China
Chen, Xueke
Shen, Rui
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Chinese Acad Sci, Inst Porous Flow & Fluid Mech, Langfang 065007, Peoples R China
China Natl Petr Corp, Res Inst Petr Explorat & Dev, Langfang 065007, Peoples R ChinaSINOPEC Petr Explorat & Prod Res Inst, 31 Xueyuan Rd, Beijing 100083, Peoples R China
Shen, Rui
Guo, Hekun
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Chinese Acad Sci, Inst Porous Flow & Fluid Mech, Langfang 065007, Peoples R China
China Natl Petr Corp, Res Inst Petr Explorat & Dev, Langfang 065007, Peoples R ChinaSINOPEC Petr Explorat & Prod Res Inst, 31 Xueyuan Rd, Beijing 100083, Peoples R China
Guo, Hekun
An, Weiguo
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Chinese Acad Sci, Inst Porous Flow & Fluid Mech, Langfang 065007, Peoples R China
China Natl Petr Corp, Res Inst Petr Explorat & Dev, Langfang 065007, Peoples R ChinaSINOPEC Petr Explorat & Prod Res Inst, 31 Xueyuan Rd, Beijing 100083, Peoples R China
机构:
China Univ Petr East China, Sch Petr Engn, Qingdao 266580, Shandong, Peoples R China
Univ Calgary, Dept Chem & Petr Engn, Calgary, AB T2N 1N4, CanadaChina Univ Petr East China, Sch Petr Engn, Qingdao 266580, Shandong, Peoples R China
Wang, Dongying
Yao, Jun
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China Univ Petr East China, Sch Petr Engn, Qingdao 266580, Shandong, Peoples R ChinaChina Univ Petr East China, Sch Petr Engn, Qingdao 266580, Shandong, Peoples R China
Yao, Jun
Chen, Zhangxin
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Univ Calgary, Dept Chem & Petr Engn, Calgary, AB T2N 1N4, CanadaChina Univ Petr East China, Sch Petr Engn, Qingdao 266580, Shandong, Peoples R China
Chen, Zhangxin
Song, Wenhui
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China Univ Petr East China, Sch Petr Engn, Qingdao 266580, Shandong, Peoples R ChinaChina Univ Petr East China, Sch Petr Engn, Qingdao 266580, Shandong, Peoples R China
Song, Wenhui
Sun, Hai
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China Univ Petr East China, Sch Petr Engn, Qingdao 266580, Shandong, Peoples R ChinaChina Univ Petr East China, Sch Petr Engn, Qingdao 266580, Shandong, Peoples R China
机构:
Fluminense Fed Univ, Comp Sci Dept, Av Gal Milton Tavares de Souza S-NO, BR-24210346 Niteroi, RJ, BrazilFluminense Fed Univ, Comp Sci Dept, Av Gal Milton Tavares de Souza S-NO, BR-24210346 Niteroi, RJ, Brazil
Benavides, Francisco
Leiderman, Ricardo
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Fluminense Fed Univ, Comp Sci Dept, Av Gal Milton Tavares de Souza S-NO, BR-24210346 Niteroi, RJ, BrazilFluminense Fed Univ, Comp Sci Dept, Av Gal Milton Tavares de Souza S-NO, BR-24210346 Niteroi, RJ, Brazil
Leiderman, Ricardo
Souza, Andre
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Schlumberger Brazil Technol Integrat Ctr, Av Rep Chile 330,Oeste,18 Ander, BR-20031170 Rio De Janeiro, RJ, BrazilFluminense Fed Univ, Comp Sci Dept, Av Gal Milton Tavares de Souza S-NO, BR-24210346 Niteroi, RJ, Brazil
Souza, Andre
Carneiro, Giovanna
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Schlumberger Brazil Technol Integrat Ctr, Av Rep Chile 330,Oeste,18 Ander, BR-20031170 Rio De Janeiro, RJ, BrazilFluminense Fed Univ, Comp Sci Dept, Av Gal Milton Tavares de Souza S-NO, BR-24210346 Niteroi, RJ, Brazil
Carneiro, Giovanna
de Vasconcellos Azeredo, Rodrigo Bagueira
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Fluminense Fed Univ, Inst Chem, BR-24020141 Niteroi, RJ, BrazilFluminense Fed Univ, Comp Sci Dept, Av Gal Milton Tavares de Souza S-NO, BR-24210346 Niteroi, RJ, Brazil
机构:
China Univ Petr, Sch Petr Engn, 66 Changjiang West Rd, Qingdao 266580, Peoples R ChinaChina Univ Petr, Sch Petr Engn, 66 Changjiang West Rd, Qingdao 266580, Peoples R China
Song, Wenhui
Yao, Jun
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China Univ Petr, Sch Petr Engn, 66 Changjiang West Rd, Qingdao 266580, Peoples R ChinaChina Univ Petr, Sch Petr Engn, 66 Changjiang West Rd, Qingdao 266580, Peoples R China
Yao, Jun
Li, Yang
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Sinopec, Dept Oilfield Explorat & Dev, Beijing 100029, Peoples R ChinaChina Univ Petr, Sch Petr Engn, 66 Changjiang West Rd, Qingdao 266580, Peoples R China
Li, Yang
Yang, Yongfei
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China Univ Petr, Sch Petr Engn, 66 Changjiang West Rd, Qingdao 266580, Peoples R ChinaChina Univ Petr, Sch Petr Engn, 66 Changjiang West Rd, Qingdao 266580, Peoples R China
Yang, Yongfei
Sun, Hai
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China Univ Petr, Sch Petr Engn, 66 Changjiang West Rd, Qingdao 266580, Peoples R ChinaChina Univ Petr, Sch Petr Engn, 66 Changjiang West Rd, Qingdao 266580, Peoples R China