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Optimization of fracturing energy storage parameters based on response surface methodology and comprehensive learning particle swarm algorithm
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CONG LU, XINLIN WANG, QIJUN ZENG, QIUYUE LI
Petroleum Reservoir Evaluation and Development | 2026, 16(4) : 749 - 759
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Petroleum Reservoir Evaluation and Development | 2026, 16(4): 749-759
• Young Scientists Forum •
Optimization of fracturing energy storage parameters based on response surface methodology and comprehensive learning particle swarm algorithm
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CONG LU, XINLIN WANG, QIJUN ZENG, QIUYUE LI
Affiliations
  • State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Southwest Petroleum University, Chengdu, Sichuan 610500, China
Published: 2026-07-26 doi: 10.13809/j.cnki.cn32-1825/te.2025419
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comprehensive learning particle swarm algorithm  /  energy storage  /  fracturing  /  process parameter optimization  /  response surface methodology
卢聪, 王鑫林, 曾祺俊, 李秋月. 基于响应面法和综合学习粒子群算法的压裂蓄能参数优化. 油气藏评价与开发, 2026 , 16 (4) : 749 -759 . DOI: 10.13809/j.cnki.cn32-1825/te.2025419
CONG LU, XINLIN WANG, QIJUN ZENG, QIUYUE LI. Optimization of fracturing energy storage parameters based on response surface methodology and comprehensive learning particle swarm algorithm[J]. Petroleum Reservoir Evaluation and Development, 2026 , 16 (4) : 749 -759 . DOI: 10.13809/j.cnki.cn32-1825/te.2025419
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Year 2026 volume 16 Issue 4
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doi: 10.13809/j.cnki.cn32-1825/te.2025419
  • Receive Date：2025-11-09
  • Online Date：2026-10-30
  • Published：2026-07-26
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  • Received：2025-11-09
Affiliations
    State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Southwest Petroleum University, Chengdu, Sichuan 610500, 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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