收稿：2020-10-12，
纸质出版：2021-08-28
移动端阅览
裂缝是致密砂岩储层高产、稳产的一个关键因素，由于受常规测井分辨率低、致密砂岩岩性和物性变化快以及裂缝发育规模小且产状多变等因素影响，常规测井裂缝识别符合率偏低。以川西坳陷新场气田须家河组二段致密砂岩为例，在总结区域裂缝类型和裂缝测井响应特征的基础上，创新性地提取电阻率降低因子和时差增大因子等多种裂缝敏感因子，以及电阻率维度与声波维度约束指标，在放大裂缝信号的同时压制干扰影响，并首次采用灰色关联确定敏感因子权重系数，加权计算裂缝指示曲线，利用阈值约束实现裂缝识别，进一步通过与裂缝响应模式库对比，聚类识别裂缝类型。与X5和X101等5口井电成像对比，裂缝识别符合率达到90%以上，为研究致密砂岩裂缝展布规律、储层类型评价以及产能预测等提供了可靠依据。
Fractures are a key factor for high and stable production of tight sandstone reservoirs.The coincidence rate of fracture identification based on conventional logging is
however
low
due to the low resolution of conventional logging
rapid change of lithology and physical properties of tight sandstone
small-scale fractures with variable occurrences.Based on the concluded regional fracture types and fracture logging response characteristics
we innovatively extract multiple factors sensitive to fracture such as resistivity reduction and moveout augmentation in the tight sandstone of the second member of Xujiahe Formation (hereinafter referred to as Xu 2 Member) in Xinchang gas field
Western Sichuan Depression.Furthermore
resistivity dimension and acoustic dimension constraint index are selected to suppress the interference effect with the amplification of fracture signals; and the gray correlation is applied for the first time to determine the weight coefficient of sensitive factors
the fracture indication curve is calculated by weighting
and the threshold constraint is used to identify fractures.In comparison with the fracture response pattern library
the fracture type is identified by clustering.In comparing with electric imaging data of the 5 wells including Wells X5 and X101
the coincidence rate of fracture identification reaches up to more than 90%
providing a favorable basis for the study of fracture distribution pattern
reservoir type evaluation and productivity prediction of tight sandstones.
赵靖舟 , 李军 , 曹青 , 等 . 论致密大油气田成藏模式 [J ] . 石油与天然气地质 , 2013 , 34 ( 5 ): 573 - 583 . http://ogg.pepris.com/CN/10.11743/ogg20130501 http://ogg.pepris.com/CN/10.11743/ogg20130501
Zhao Jingzhou , li Jun , Cao Qing , et al . Hydrocarbon accumulation patterns of large tight oil and gas fields [J ] . Oil & Gas Geology , 2013 , 34 ( 5 ): 573 - 583 . http://ogg.pepris.com/CN/10.11743/ogg20130501 http://ogg.pepris.com/CN/10.11743/ogg20130501
李建忠 , 郭彬程 , 郑民 , 等 . 中国致密砂岩气主要类型、地质特征与资源潜力 [J ] . 天然气地球科学 , 2012 , 32 ( 4 ): 607 - 614 . https://www.cnki.com.cn/Article/CJFDTOTAL-TDKX201204002.htm https://www.cnki.com.cn/Article/CJFDTOTAL-TDKX201204002.htm
Li Jianzhong , Guo Bincheng , Zheng Min , et al . Main types, geological features and resource potential of tight sandstone gas in China [J ] . Natural Gas Geoscience , 2012 , 32 ( 4 ): 607 - 614 . https://www.cnki.com.cn/Article/CJFDTOTAL-TDKX201204002.htm https://www.cnki.com.cn/Article/CJFDTOTAL-TDKX201204002.htm
朱如凯 , 邹才能 , 吴松涛 , 等 . 中国陆相致密油形成机理与富集规律 [J ] . 石油与天然气地质 , 2019 , 40 ( 6 ): 1168 - 1184 . http://ogg.pepris.com/CN/10.11743/ogg20190602 http://ogg.pepris.com/CN/10.11743/ogg20190602
Zhu Rukai , Zou Caineng , Wu Songtao , et al . Mechanism for generation and accumulation of continental tight oil in China [J ] . Oil & Gas Geology , 2019 , 40 ( 6 ): 1168 - 1184 . http://ogg.pepris.com/CN/10.11743/ogg20190602 http://ogg.pepris.com/CN/10.11743/ogg20190602
郭迎春 , 庞雄奇 , 陈冬霞 , 等 . 致密砂岩气成藏研究进展及值得关注的几个问题 [J ] . 石油与天然气地质 , 2013 , 34 ( 6 ): 717 - 723 . http://ogg.pepris.com/CN/10.11743/ogg20130601 http://ogg.pepris.com/CN/10.11743/ogg20130601
Guo Yingchun , Pang Xiongqi , Chen Dongxia , et al . Progress of research on hydrocarbon accumulation of tight sand gas and several issues for concerns [J ] . Oil & Gas Geology , 2013 , 34 ( 6 ): 717 - 723 . http://ogg.pepris.com/CN/10.11743/ogg20130601 http://ogg.pepris.com/CN/10.11743/ogg20130601
王威 , 卢祥国 , 吕金龙 , 等 . 裂缝对致密砂岩储层物性及产气能力影响实验 [J ] . 大庆石油地质与开发 , 2019 , 38 ( 4 ): 160 - 166 . https://www.cnki.com.cn/Article/CJFDTOTAL-DQSK201904023.htm https://www.cnki.com.cn/Article/CJFDTOTAL-DQSK201904023.htm
Wang Wei , Lu Xiangguo , Lv Jinlong . Experiments of the effects of the fracture on the physical property and gas production capacity for the tight sandstone [J ] . Petroleum Geology & Oilfield Development in Daqing , 2019 , 38 ( 4 ): 160 - 166 . https://www.cnki.com.cn/Article/CJFDTOTAL-DQSK201904023.htm https://www.cnki.com.cn/Article/CJFDTOTAL-DQSK201904023.htm
曾联波 , 吕鹏 , 屈雪峰 , 等 . 致密低渗透储层多尺度裂缝及其形成地质条件 [J ] . 石油与天然气地质 , 2020 , 41 ( 3 ): 449 - 454 . http://ogg.pepris.com/CN/10.11743/ogg20200301 http://ogg.pepris.com/CN/10.11743/ogg20200301
Zeng Lianbo , Lu Peng , Qu Xuefeng , et al . Multi-scale fractures in tight sandstone reservoirs with low permeability and geolo-gical conditions of their development [J ] . Oil & Gas Geology , 2020 , 41 ( 3 ): 449 - 454 . http://ogg.pepris.com/CN/10.11743/ogg20200301 http://ogg.pepris.com/CN/10.11743/ogg20200301
毛哲 , 曾联波 , 刘国平 , 等 . 准噶尔盆地南缘侏罗系深层致密砂岩储层裂缝及其有效性 [J ] . 石油与天然气地质 , 2020 , 41 ( 6 ): 1212 - 1221 . http://ogg.pepris.com/CN/10.11743/ogg20200609 http://ogg.pepris.com/CN/10.11743/ogg20200609
Mao Zhe , Zeng Lianbo , Liu Guoping , et al . Characterization and effectiveness of natural fractures in deep tight sandstones at the south margin of the Junggar Basin, Northwestern China [J ] . Oil & Gas Geology , 2020 , 41 ( 6 ): 1212 - 1221 . http://ogg.pepris.com/CN/10.11743/ogg20200609 http://ogg.pepris.com/CN/10.11743/ogg20200609
梅丹 , 胡勇 , 王倩 . 裂缝对气藏储层渗透率及气井产能的贡献 [J ] . 石油实验地质 , 2019 , 41 ( 5 ): 769 - 772 . https://www.cnki.com.cn/Article/CJFDTOTAL-SYSD201905020.htm https://www.cnki.com.cn/Article/CJFDTOTAL-SYSD201905020.htm
Mei Dan , Hu Yong , Wang Qian . Experimental study on fracture contribution to gas reservoir permeability and well capacity [J ] . Petroleum Geology & Experiment , 2019 , 41 ( 5 ): 769 - 772 . https://www.cnki.com.cn/Article/CJFDTOTAL-SYSD201905020.htm https://www.cnki.com.cn/Article/CJFDTOTAL-SYSD201905020.htm
曹耐 , 雷刚 , 董平川 , 等 . 裂缝型储层渗透率应力敏感评价及对生产影响 [J ] . 断块油气田 , 2019 , 26 ( 2 ): 195 - 199 . https://www.cnki.com.cn/Article/CJFDTOTAL-DKYT201902014.htm https://www.cnki.com.cn/Article/CJFDTOTAL-DKYT201902014.htm
Cao Nai , Lei Gang , Dong Pingchuan , et al . Stress sensitivity evaluation of permeability of fractured reservoir and its effect on production [J ] . Fault-Block Oil and Gas Field , 2019 , 26 ( 2 ): 195 - 199 . https://www.cnki.com.cn/Article/CJFDTOTAL-DKYT201902014.htm https://www.cnki.com.cn/Article/CJFDTOTAL-DKYT201902014.htm
钱玉萍 . 基于孔、裂隙理论评价致密气层 [J ] . 石油地质与工程 , 2019 , 33 ( 4 ): 21 - 25 . DOI: 10.3969/j.issn.1673-8217.2019.04.005 http://doi.org/10.3969/j.issn.1673-8217.2019.04.005
Qian Yuping . Evaluation of tight gas formation based on pore and fracture theory [J ] . Petroleum Geology & Engineer , 2019 , 33 ( 4 ): 21 - 25 . DOI: 10.3969/j.issn.1673-8217.2019.04.005 http://doi.org/10.3969/j.issn.1673-8217.2019.04.005
谭廷栋 . 成像测井技术 [J ] . 中国石油勘探 , 1997 , 2 ( 1 ): 33 - 38 . https://cdmd.cnki.com.cn/Article/CDMD-10615-1016099887.htm https://cdmd.cnki.com.cn/Article/CDMD-10615-1016099887.htm
Tan Tingdong . Imaging logging [J ] . China Petroleum Exploration , 1997 , 2 ( 1 ): 33 - 38 . https://cdmd.cnki.com.cn/Article/CDMD-10615-1016099887.htm https://cdmd.cnki.com.cn/Article/CDMD-10615-1016099887.htm
Hiroaki Okada, Yasuo Yamada. Fracture distribution in and around intrusive rocks in the Fushime Geothermal Field, Japan evidence from the FMI logging[C]//Society of Petrophysicists and Well-Log Analysts, SPWLA 43th Annual Logging Symposium. Oiso, Japan: Society of Petrophysicists and Well-Log Analysts, 2002: paper DD.
刘冬冬 , 杨东旭 , 张子亚 , 等 . 基于常规测井和成像测井的致密储层裂缝识别方法——以准噶尔盆地吉木萨尔凹陷芦草沟组为例 [J ] . 岩性油气藏 , 2019 , 31 ( 3 ): 76 - 85 . https://www.cnki.com.cn/Article/CJFDTOTAL-YANX201903009.htm https://www.cnki.com.cn/Article/CJFDTOTAL-YANX201903009.htm
Liu Dongdong , Yang Dongxu , Zhang Ziya , et al . Fracture identification for tight reservoirs by conventional and imaging logging: A case study of Permian Lucaogou Formation in Jimsar Sag, Junggar Basin [J ] . Lithologic Reservoirs , 2019 , 31 ( 3 ): 76 - 85 . https://www.cnki.com.cn/Article/CJFDTOTAL-YANX201903009.htm https://www.cnki.com.cn/Article/CJFDTOTAL-YANX201903009.htm
王晓 , 周文 , 王洋 , 等 . 新场深层致密碎屑岩储层裂缝常规测井识别 [J ] . 石油物探 , 2011 , 50 ( 6 ): 634 - 638 . DOI: 10.3969/j.issn.1000-1441.2011.06.016 http://doi.org/10.3969/j.issn.1000-1441.2011.06.016
Wang Xiao , Zhou Wen , Wang Yang , et al . Conventional log identification of fractures in the deep tight clastic reservoir in Xinchang Area [J ] . Geophysical Prospecting For Petroleum , 2011 , 50 ( 6 ): 634 - 638 . DOI: 10.3969/j.issn.1000-1441.2011.06.016 http://doi.org/10.3969/j.issn.1000-1441.2011.06.016
苏J , 加特纳J , 尚作源 . 根据测井曲线探测裂缝 [J ] . 石油物探译丛 , 1982 , 22 ( 1 ): 86 - 96 . https://www.cnki.com.cn/Article/CJFDTOTAL-KTDQ198201003.htm https://www.cnki.com.cn/Article/CJFDTOTAL-KTDQ198201003.htm
Su J , Gartner J , Shang Zuoyuan . Detecting fractures according to logging curve [J ] . Reservoir Evaluation and Development , 1982 , 22 ( 1 ): 86 - 96 . https://www.cnki.com.cn/Article/CJFDTOTAL-KTDQ198201003.htm https://www.cnki.com.cn/Article/CJFDTOTAL-KTDQ198201003.htm
孙建孟 , 刘荣 , 梅基席 , 等 . 青海柴西地区常规测井裂缝识别方法 [J ] . 测井技术 , 1999 , 23 ( 4 ): 268 - 272 . DOI: 10.3969/j.issn.1004-1338.1999.04.006 http://doi.org/10.3969/j.issn.1004-1338.1999.04.006
Sun Jianmeng , Liu Rong , Mei Jixi , et al . Fracture identification technique by conventional logs from Western Chaidamu Basin, Qinghai Oilfield [J ] . Well Logging Technology , 1999 , 23 ( 4 ): 268 - 272 . DOI: 10.3969/j.issn.1004-1338.1999.04.006 http://doi.org/10.3969/j.issn.1004-1338.1999.04.006
谭海芳 , 师桂祥 , 申梅英 , 等 . 利用常规测井资料识别砂泥岩中裂缝的方法研究 [J ] . 断块油气田 , 2004 , 11 ( 6 ): 81 - 82 . https://www.cnki.com.cn/Article/CJFDTOTAL-DKYT200406028.htm https://www.cnki.com.cn/Article/CJFDTOTAL-DKYT200406028.htm
Tan Haifang , Shi Guixiang , Shen Meiying , et al . Method research to distinguish fracture by using conventional logging data [J ] . Fault-Block Oil & Gas Field , 2004 , 11 ( 6 ): 81 - 82 . https://www.cnki.com.cn/Article/CJFDTOTAL-DKYT200406028.htm https://www.cnki.com.cn/Article/CJFDTOTAL-DKYT200406028.htm
赵永刚 , 潘和平 , 李功强 , 等 . 鄂尔多斯盆地西南部镇泾油田延长组致密砂岩储层裂缝测井识别 [J ] . 现代地质 , 2013 , 27 ( 4 ): 934 - 940 . https://www.cnki.com.cn/Article/CJFDTOTAL-XDDZ201304022.htm https://www.cnki.com.cn/Article/CJFDTOTAL-XDDZ201304022.htm
Zhao Yonggang , Pan Heping , Li Gongqiang , et al . Logging identification for the tight sandstone reservoir fractures of Yanchang Formation in Zhenjing Oilfield of Southwestern Ordos Basin [J ] . Geoscience , 2013 , 27 ( 4 ): 934 - 940 . https://www.cnki.com.cn/Article/CJFDTOTAL-XDDZ201304022.htm https://www.cnki.com.cn/Article/CJFDTOTAL-XDDZ201304022.htm
王瑞雪 . 常规测井识别裂缝研究综述 [J ] . 山东工业技术 , 2013 , ( 7 ): 128 - 129 . https://www.cnki.com.cn/Article/CJFDTOTAL-SDGJ201307072.htm https://www.cnki.com.cn/Article/CJFDTOTAL-SDGJ201307072.htm
Wang Ruixue . The Summarize of the convention logging indentify the fructure [J ] . ShanDong Industrial Technology , 2013 , ( 7 ): 128 - 129 . https://www.cnki.com.cn/Article/CJFDTOTAL-SDGJ201307072.htm https://www.cnki.com.cn/Article/CJFDTOTAL-SDGJ201307072.htm
王柯 , 张荣虎 , 戴俊生 , 等 . 低渗透储层裂缝研究进展 [J ] . 地球科学与环境学报 , 2015 , 37 ( 2 ): 44 - 57 . https://www.cnki.com.cn/Article/CJFDTOTAL-XAGX201502007.htm https://www.cnki.com.cn/Article/CJFDTOTAL-XAGX201502007.htm
Wang Ke , Zhang Ronghu , Dai Jun-sheng , et al . Review on low-per-meability reservoir fracture [J ] . Journal of Earth Sciences and Environment , 2015 , 37 ( 2 ): 44 - 57 . https://www.cnki.com.cn/Article/CJFDTOTAL-XAGX201502007.htm https://www.cnki.com.cn/Article/CJFDTOTAL-XAGX201502007.htm
杨长清 , 李旻 , 冷济高 . 川西孝泉-丰谷构造带特征、演化历史及其天然气分布关系研究 [M ] . 成都 : 中国石化西南油气分公司 , 2010 .
Yang Changqing , Li Yu , Leng Jigao . Characteristics, evolution history and natural gas distribution of Xiaoquan & Fenggu structural belt in Western Sichuan Depression [M ] . Chengdu : Sinopec Southwest Oil & Gas Company , 2010 .
殷积峰 , 谷志东 , 李秋芬 . 四川盆地大川中地区深层断裂发育特征及其地质意义 [J ] . 石油与天然气地质 , 2013 , 34 ( 3 ): 376 - 382 . http://ogg.pepris.com/CN/10.11743/ogg20130314 http://ogg.pepris.com/CN/10.11743/ogg20130314
Yin Jifeng , Gu Zhidong , Li Qiufen . Characteristics of deep-rooted faults and their geological significances in Dachuanzhong area, Sichuan Basin [J ] . Oil & Gas Geology , 2013 , 34 ( 3 ): 376 - 382 . http://ogg.pepris.com/CN/10.11743/ogg20130314 http://ogg.pepris.com/CN/10.11743/ogg20130314
吕正祥 , 张世华 , 叶泰然 , 等 . 新场气田须二气藏描述 [M ] . 成都 : 中国石化西南油气分公司 , 2010 .
Lv Zhengxiang , Zhang Shihua , Ye Tairan , et al . Description of Xu2 gas reservoir in Xinchang Gas Field [M ] . Chengdu : Sinopec Southwest Oil & Gas Company , 2010 .
郑荣才 , 李国晖 , 戴朝成 , 等 . 四川类前陆盆地盆-山耦合系统和沉积学响应 [J ] . 地质学报 , 2012 , 96 ( 1 ): 170 - 179 . https://www.cnki.com.cn/Article/CJFDTOTAL-DZXE201201007.htm https://www.cnki.com.cn/Article/CJFDTOTAL-DZXE201201007.htm
Zheng Rongcai , Li Guohui , Dai Chaocheng , et al . Basin-mountain coupling system and its sedimentary response in Sichuan Analogous Foreland Basin [J ] . Acta Geologica Sinica , 2012 , 96 ( 1 ): 170 - 179 . https://www.cnki.com.cn/Article/CJFDTOTAL-DZXE201201007.htm https://www.cnki.com.cn/Article/CJFDTOTAL-DZXE201201007.htm
杜宗飞 , 高红灿 , 郑荣才 . 渝南关坝地区上三叠统须家河组沉积特征 [J ] . 石油地质与工程 , 2019 , 33 ( 3 ): 1 - 4 . https://www.cnki.com.cn/Article/CJFDTOTAL-SYHN201903002.htm https://www.cnki.com.cn/Article/CJFDTOTAL-SYHN201903002.htm
Du Zongfei , Gao Hongcan , Zheng Rongcai , et al . Sedimentary characteristics of Upper Triassic Xujiahe Formation in Guanba Area of Southern Chongqing [J ] . Petroleum Geology & Engineering , 2019 , 33 ( 3 ): 1 - 4 . https://www.cnki.com.cn/Article/CJFDTOTAL-SYHN201903002.htm https://www.cnki.com.cn/Article/CJFDTOTAL-SYHN201903002.htm
唐大海 , 谭秀成 , 王小娟 , 等 . 四川盆地须家河组致密气藏成藏要素及有利区带评价 [J ] . 特种油气藏 , 2020 , 27 ( 3 ): 40 - 46 . https://www.cnki.com.cn/Article/CJFDTOTAL-TZCZ202003007.htm https://www.cnki.com.cn/Article/CJFDTOTAL-TZCZ202003007.htm
Tang Dahai , Tan Xiucheng , Wang Xiaojuan , et al . Tight gas accumulation elements and favorable zone evaluation of Xujiahe Formation in Sichuan Basin [J ] . Specail Oil & Gas Reservoirs , 2020 , 27 ( 3 ): 40 - 46 . https://www.cnki.com.cn/Article/CJFDTOTAL-TZCZ202003007.htm https://www.cnki.com.cn/Article/CJFDTOTAL-TZCZ202003007.htm
何志国 , 熊亮 , 杨凯歌 . 川西坳陷中段新场构造须二气藏主控因素分析 [J ] . 天然气勘探与开发 , 2006 , 29 ( 4 ): 18 - 22 . https://www.cnki.com.cn/Article/CJFDTOTAL-TRKT200604005.htm https://www.cnki.com.cn/Article/CJFDTOTAL-TRKT200604005.htm
He Zhiguo , Xiong Liang , Yang Kaige . Mainly controlling factors of Xujiahe 2 member gas reservoir in Xinchang structure, middle west-Sichuan sag [J ] . Natural Gas Exploration and Development , 2006 , 29 ( 4 ): 18 - 22 . https://www.cnki.com.cn/Article/CJFDTOTAL-TRKT200604005.htm https://www.cnki.com.cn/Article/CJFDTOTAL-TRKT200604005.htm
雍世和 , 张超谟 , 高楚桥 , 等 . 测井数据处理与综合解释 [M ] . 东营 : 中国石油大学出版社 , 2007 : 290 - 297 .
Yong Shihe , Zhang Chaomo , Gao Chuqiao , et al . Logging data processing and comprehensive interpretation [M ] . Dongying : China University of Petroleum Press , 2007 : 290 - 297 .
Sibbit A M, Faivre O. The dual laterolog response in fractured rocks[C]//SPWLA 26th Annual Logging Symposium. Dallas, Texas: Society of Petrophysicists and Well-Log Analysts, 1985: paper T.
南泽宇 , 李军 , 贾丽华 , 等 . 低阻碳酸盐岩储层双侧向裂缝响应模拟及定量评价 [J ] . 地球物理学进展 , 2014 , 29 ( 5 ): 2224 - 2230 . https://www.cnki.com.cn/Article/CJFDTOTAL-DQWJ201405035.htm https://www.cnki.com.cn/Article/CJFDTOTAL-DQWJ201405035.htm
Nan Zeyu , Li Jun , Jia Lihua , et al . Simulation and quantitative evaluation of dual-laterolog response of fracture in low-resistivity carbonate reservoir [J ] . Progress in Geophysics , 2014 , 29 ( 5 ): 2224 - 2230 . https://www.cnki.com.cn/Article/CJFDTOTAL-DQWJ201405035.htm https://www.cnki.com.cn/Article/CJFDTOTAL-DQWJ201405035.htm
楚泽涵 . 声波测井原理 [M ] . 北京 : 石油工业出版社 , 1987 : 75 - 79 .
Chu Zehan . Principle of sonic logging [M ] . Beijing : Petroleum Industry Press , 1987 : 75 - 79 .
龚丹 , 章成广 . 裂缝性致密砂岩储层声波测井数值模拟响应特性研究 [J ] . 石油天然气学报 , 2013 , 35 ( 7 ): 82 - 86 . https://www.cnki.com.cn/Article/CJFDTOTAL-JHSX201307018.htm https://www.cnki.com.cn/Article/CJFDTOTAL-JHSX201307018.htm
Gong Dan , Zhang Chengguang . Research on numerical simulation response characteristics of acoustic logging for fractured tight sandstone reservoirs [J ] . Journal of Oil and Gas Technology , 2013 , 35 ( 7 ): 82 - 86 . https://www.cnki.com.cn/Article/CJFDTOTAL-JHSX201307018.htm https://www.cnki.com.cn/Article/CJFDTOTAL-JHSX201307018.htm
沈建中 , 应崇福 . 掠入射脉冲纵波在带形裂缝上的散射-光弹方法实验验证 [J ] . 声学学报 , 1989 , 14 ( 3 ): 216 - 219 . https://www.cnki.com.cn/Article/CJFDTOTAL-XIBA198903007.htm https://www.cnki.com.cn/Article/CJFDTOTAL-XIBA198903007.htm
Shen Jianzhong , Ying Chongfu . A second-order approximate solution for scattering of a grazing longitudinal wave pulse by a ribbon-type crack-experimental verification by the photo elastic method [J ] . Acta Acustica , 1989 , 14 ( 3 ): 216 - 219 . https://www.cnki.com.cn/Article/CJFDTOTAL-XIBA198903007.htm https://www.cnki.com.cn/Article/CJFDTOTAL-XIBA198903007.htm
邓惠 . 致密碎屑岩裂缝气层的自然电位 [J ] . 石油物探 , 1991 , 31 ( 1 ): 57 - 62 . https://www.cnki.com.cn/Article/CJFDTOTAL-SYWT199201007.htm https://www.cnki.com.cn/Article/CJFDTOTAL-SYWT199201007.htm
Dang Hui . Spontaneous potential of fractured gas-bearing formation of compact clastic rock [J ] . Geophysical Prospecting For Petroleum , 1991 , 31 ( 1 ): 57 - 62 . https://www.cnki.com.cn/Article/CJFDTOTAL-SYWT199201007.htm https://www.cnki.com.cn/Article/CJFDTOTAL-SYWT199201007.htm
姜达贵 . 自然电位测井评价海拉尔油田变质岩潜山油藏裂缝性储层 [J ] . 测井技术 , 2017 , 41 ( 5 ): 550 - 554 . https://www.cnki.com.cn/Article/CJFDTOTAL-CJJS201705010.htm https://www.cnki.com.cn/Article/CJFDTOTAL-CJJS201705010.htm
Jiang Dagui . Effectiveness evaluation of metamorphic buried hill fractured reservoir with spontaneous potential logging in Hailar Oilfield [J ] . Well Logging Technology , 2017 , 41 ( 5 ): 550 - 554 . https://www.cnki.com.cn/Article/CJFDTOTAL-CJJS201705010.htm https://www.cnki.com.cn/Article/CJFDTOTAL-CJJS201705010.htm
董双波 , 柯式镇 , 张红静 , 等 . 利用常规测井资料识别裂缝方法研究 [J ] . 测井技术 , 2013 , 37 ( 4 ): 380 - 388 . https://www.cnki.com.cn/Article/CJFDTOTAL-CJJS201304010.htm https://www.cnki.com.cn/Article/CJFDTOTAL-CJJS201304010.htm
Dong Shuangbo , Ke Shizhen , Zhang Hongjing , et al . On fracture identification with conventional well logging data [J ] . Well Logging Technology , 2013 , 37 ( 4 ): 380 - 388 . https://www.cnki.com.cn/Article/CJFDTOTAL-CJJS201304010.htm https://www.cnki.com.cn/Article/CJFDTOTAL-CJJS201304010.htm
龙章亮 , 温真桃 , 李辉 , 等 . 一种基于灰色关联分析的页岩储层可压性评价方法 [J ] . 油气藏评价与开发 , 2020 , 10 ( 1 ): 37 - 42 . https://www.cnki.com.cn/Article/CJFDTOTAL-KTDQ202001007.htm https://www.cnki.com.cn/Article/CJFDTOTAL-KTDQ202001007.htm
Long Zhangliang , Wen Zhentao , Li Hui , et al . An evaluation method of shale reservoir crushability based on grey correlation analysis [J ] . Reservoir Evaluation and Development , 2020 , 10 ( 1 ): 37 - 42 . https://www.cnki.com.cn/Article/CJFDTOTAL-KTDQ202001007.htm https://www.cnki.com.cn/Article/CJFDTOTAL-KTDQ202001007.htm
Dong Shaoqun , Zeng Lianbo , Lyu Wenya , et al . Fracture identification and evaluation using conventional logs in tight sandstones: A case study in the Ordos Basin, China [J ] . Energy Geoscience , 2020 , 1 ( 3-4 ): 115 - 123 . DOI: 10.1016/j.engeos.2020.06.003 http://doi.org/10.1016/j.engeos.2020.06.003
夏宏泉 , 杨华斌 , 刘红歧 , 等 . 川东飞仙关组鲕滩储层测井识别 [J ] . 天然气工业 , 2001 , 21 ( 1 ): 57 - 61 . https://www.cnki.com.cn/Article/CJFDTOTAL-TRQG200101012.htm https://www.cnki.com.cn/Article/CJFDTOTAL-TRQG200101012.htm
Xia Hongquan , Yang Huabin , Liu Hongqi , et al . Analysis of some problems in casing calculation by finite element method [J ] . Natural Gas Industry , 2001 , 21 ( 1 ): 57 - 61 . https://www.cnki.com.cn/Article/CJFDTOTAL-TRQG200101012.htm https://www.cnki.com.cn/Article/CJFDTOTAL-TRQG200101012.htm
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