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Intelligent optimization of CO2 pre-pad energized fracturing parameters for deep tight oil reservoirs
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DIANFA DU, HONGBIN JI, YUJIE TANG
Petroleum Reservoir Evaluation and Development | 2026, 16(5) : 1122 - 1128
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Petroleum Reservoir Evaluation and Development | 2026, 16(5): 1122-1128
• Digital and Intelligent Energy •
Intelligent optimization of CO2 pre-pad energized fracturing parameters for deep tight oil reservoirs
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DIANFA DU, HONGBIN JI, YUJIE TANG
Affiliations
  • School of Petroleum Engineering, China University of Petroleum (East China), Qingdao, Shandong 266580, China
Published: 2026-09-26 doi: 10.13809/j.cnki.cn32-1825/te.2025191
Outline
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energized fracturing  /  deep tight oil reservoir  /  supercritical CO2  /  BP neural network  /  genetic algorithm  /  parameter optimization
杜殿发, 计洪滨, 汤宇杰. 深层致密油藏前置CO2蓄能压裂参数智能优化. 油气藏评价与开发, 2026 , 16 (5) : 1122 -1128 . DOI: 10.13809/j.cnki.cn32-1825/te.2025191
DIANFA DU, HONGBIN JI, YUJIE TANG. Intelligent optimization of CO2 pre-pad energized fracturing parameters for deep tight oil reservoirs[J]. Petroleum Reservoir Evaluation and Development, 2026 , 16 (5) : 1122 -1128 . DOI: 10.13809/j.cnki.cn32-1825/te.2025191
Year 2026 volume 16 Issue 5
8
3
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doi: 10.13809/j.cnki.cn32-1825/te.2025191
  • Receive Date:2025-10-27
  • Online Date:2026-10-30
  • Published:2026-09-26
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  • Received:2025-10-27
Affiliations
    School of Petroleum Engineering, China University of Petroleum (East China), Qingdao, Shandong 266580, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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