致密砂岩气储层测井综合评价技术研究进展

doi:10.7623/syxb202501015

石油学报 ›› 2025, Vol. 46 ›› Issue (1): 220-235.DOI: 10.7623/syxb202501015

• 地质勘探 • 上一篇

致密砂岩气储层测井综合评价技术研究进展

赖锦^1,2, 宋翔羽^1,2, 杨薰^1,2, 赵仪迪³, 田银宏^1,2, 李栋^1,2, 信毅⁴, 张荣虎⁵, 王贵文^1,2

1. 油气资源与工程全国重点实验室, 中国石油大学(北京) 北京 102249;
2. 中国石油大学(北京)地球科学学院北京 102249;
3. 中国石油集团测井有限公司测井技术研究院北京 102206;
4. 中国石油塔里木油田公司勘探开发研究院新疆库尔勒 841000;
5. 中国石油杭州地质研究院浙江杭州 310023

收稿日期:2024-09-05 修回日期:2024-12-31 发布日期:2025-02-15
通讯作者: 王贵文,男,1966年1月生,2010年获中国石油大学(北京)博士学位,现为中国石油大学(北京)地球科学学院教授、博士生导师,主要从事沉积储层地质与测井地质学方面的教学与科研工作。Email:wanggw@cup.edu.cn
作者简介:赖锦,男,1988年2月生,2016年获中国石油大学(北京)博士学位,现为中国石油大学(北京)地球科学学院副教授、博士生导师,主要从事沉积储层与测井地质学教学与研究工作。Email:laijin@cup.edu.cn
基金资助:
国家自然科学基金项目(No.41872133)和中国石油大学(北京)优秀青年学者基金项目(2462023QNXZ010,ZLZX2020-01)资助。

Research progresses of comprehensive well logging evaluation methods of tight gas sandstone reservoirs

Lai Jin^1,2, Song Xiangyu^1,2, Yang Xun^1,2, Zhao Yidi³, Tian Yinhong^1,2, Li Dong^1,2, Xin Yi⁴, Zhang Ronghu⁵, Wang Guiwen^1,2

1. State Key Laboratory of Petroleum Resources and Engineering, China University of Petroleum(Beijing), Beijing 102249, China;
2. College of Geosciences, China University of Petroleum, Beijing 102249, China;
3. Logging Technology Research Institute, China National Logging Corporation, Beijing 102206, China;
4. Research Institute of Exploration and Development, PetroChina Tarim Oilfield Company, Xinjiang Korla 841000, China;
5. PetroChina Hangzhou Research Institute of Geology, Zhejiang Hangzhou 310023, China

Received:2024-09-05 Revised:2024-12-31 Published:2025-02-15

摘要/Abstract

摘要： 致密砂岩气是天然气勘探开发重点领域之一,但目前尚未建立完善的测井综合评价、地质与工程双"甜点"测井评价技术体系,制约了致密砂岩气勘探开发进程。通过阐述致密砂岩气储层储集空间、微观孔隙结构等特征,从构造(裂缝和地应力)、沉积和成岩角度揭示了储层品质主控因素。常规测井可以用于岩性识别、储层参数计算和流体性质判别,成像测井、核磁共振测井和阵列声波测井则可用于裂缝探测、孔隙结构分类及工程品质评价,同时可采用机器学习方法实现储层参数定量计算。根据储层沉积微相、成岩特征、裂缝和孔隙结构的叠加可实现储层品质测井分类评价,致密砂岩气测井评价重点在于基质孔隙结构和裂缝测井识别与评价。最后通过储层参数、孔隙结构、裂缝、地应力和脆性等耦合实现致密砂岩地质与工程"甜点"测井分类评价。利用地球物理测井资料实现致密砂岩气储层综合评价与预测,可为气藏勘探开发提供理论指导与技术支撑。

关键词: 致密砂岩气, 储层品质, 地质与工程甜点, 测井综合评价, 裂缝, 孔隙结构

Abstract: Tight sandstone gas is a key filed of natural gas exploration and development. However, there is yet no perfect technical system for comprehensive well logging evaluation as well as logging evaluations of both geological and engineering sweet spots, thus limiting the exploration and exploitation process of natural gas. This study clarifies the characteristics of storage spaces and micro-pore structures in tight sandstone gas reservoirs. It also reveals the primary controlling factors for reservoir quality from the perspectives of tectonics (fractures and in-situ stress), sedimentation and diagenesis. Conventional well logs can be used for lithology identification, reservoir parameter calculation, and fluid property discrimination; moreover, image logs, nuclear magnetic resonance logs, and array acoustic logs can be applied to fracture detection, pore structure classification, and engineering quality evaluation. Additionally, machine learning methods can be employed to quantitatively calculate reservoir parameters. The well logging classification evaluation of reservoir quality can be achieved through the combination of sedimentary microfacies, diagenetic characteristics, fractures and pore structures. Moreover, in terms of the well logging evaluation for tight sandstone gas, a focus is put on the well logging identification and evaluation of matrix pore structures and fractures. Finally, the well logging classification evaluation of geological and engineering sweet spots in tight sandstone is achieved through the coupling of reservoir parameters, pore structures, fractures, in-situ stress, and brittleness. The comprehensive evaluation and prediction of tight sandstone gas reservoirs has been realized using geophysical well log data, which can provide theoretical guidance and technical support for gas reservoir exploration and development.

Key words: tight sandstone gas, reservoir quality, geological and engineering sweet spots, comprehensive well logging evaluation, fracture, pore structure

中图分类号:

TE151

赖锦, 宋翔羽, 杨薰, 赵仪迪, 田银宏, 李栋, 信毅, 张荣虎, 王贵文. 致密砂岩气储层测井综合评价技术研究进展[J]. 石油学报, 2025, 46(1): 220-235.

Lai Jin, Song Xiangyu, Yang Xun, Zhao Yidi, Tian Yinhong, Li Dong, Xin Yi, Zhang Ronghu, Wang Guiwen. Research progresses of comprehensive well logging evaluation methods of tight gas sandstone reservoirs[J]. Acta Petrolei Sinica, 2025, 46(1): 220-235.

参考文献

[1] 邹才能, 潘松圻, 赵群.论中国"能源独立"战略的内涵、挑战及意义[J].石油勘探与开发, 2020, 47(2):416-426.
ZOU Caineng, PAN Songqi, ZHAO Qun.On the connotation, challenge and significance of China’s "energy independence" strategy[J].Petroleum Exploration and Development, 2020, 47(2):416-426.
[2] 邹才能, 李士祥, 熊波, 等.碳中和"超级能源系统"内涵、路径及意义:以鄂尔多斯盆地为例[J].石油勘探与开发, 2024, 51(4):924-936.
ZOU Caineng, LI Shixiang, XIONG Bo, et al.Connotation, pathway and significance of carbon neutrality "super energy system":a case study of the Ordos Basin, NW China[J].Petroleum Exploration and Development, 2024, 51(4):924-936.
[3] 王晖, 赵开功, 张晓蕾, 等.基于能源保供的黄河流域煤炭资源开发与产量预测分析[J].中国煤炭, 2024, 50(4):13-19.
WANG Hui, ZHAO Kaigong, ZHANG Xiaolei, et al.Analysis of coal resource development and production prediction in the Yellow River Basin based on energy supply guarantee[J].China Coal, 2024, 50 (4):13-19.
[4] 吴裕根, 王佟, 苗琦, 等.中国能源消费形势分析及能源安全体系建设[J].中国煤炭地质, 2024, 36(3):38-42.
WU Yugen, WANG Tong, MIAO Qi, et al.Analysis of China’s energy consumption situation and construction of energy security system[J].Coal Geology of China, 2024, 36(3):38-42.
[5] 王香增, 乔向阳, 张磊, 等.鄂尔多斯盆地东南部致密砂岩气勘探开发关键技术创新及规模实践[J].天然气工业, 2022, 42(1):102-113.
WANG Xiangzeng, QIAO Xiangyang, ZHANG Lei, et al.Innovation and scale practice of key technologies for the exploration and development of tight sandstone gas reservoirs in Yan’an gas field of southeastern Ordos Basin[J].Natural Gas Industry, 2022, 42(1):102-113.
[6] 王小娟, 陈双玲, 谢继容, 等.川西南地区侏罗系沙溪庙组致密砂岩成藏特征及主控因素[J].岩性油气藏, 2024, 36(1):78-87.
WANG Xiaojuan, CHEN Shuangling, XIE Jirong, et al.Accumulation characteristics and main controlling factors of tight sandstone of Jurassic Shaximiao Formation in southwestern Sichuan Basin[J].Lithologic Reservoirs, 2024, 36(1):78-87.
[7] 戴金星, 倪云燕, 吴小奇.中国致密砂岩气及在勘探开发上的重要意义[J].石油勘探与开发, 2012, 39(3):257-264.
DAI Jinxing, NI Yunyan, WU Xiaoqi.Tight gas in China and its significance in exploration and exploitation[J].Petroleum Exploration and Development, 2012, 39(3):257-264.
[8] ZOU Caineng, ZHU Rukai, LIU Keyu, et al.Tight gas sandstone reservoirs in China:characteristics and recognition criteria[J].Journal of Petroleum Science and Engineering, 2012, 88-89: 82-91.
[9] 邱中建, 邓松涛.中国非常规天然气的战略地位[J].天然气工业, 2012, 32(1):1-5.
QIU Zhongjian, DENG Songtao.Strategic position of unconventional natural gas resources in China[J].Natural Gas Industry, 2012, 32(1):1-5.
[10] 张小菊, 邓虎成, 徐争启, 等."双源"控制的窄河道致密砂岩气富集高产模式——以四川盆地金秋气田中侏罗统沙溪庙组为例[J].天然气工业, 2023, 43(10):34-46.
ZHANG Xiaoju, DENG Hucheng, XU Zhengqi, et al.Accumulation and high-yield model of narrow channel tight sandstone gas controlled by "double-sources":a case study of Middle Jurassic Shaximiao Formation of Jinqiu gas field in the Sichuan Basin[J].Natural Gas Industry, 2023, 43(10):34-46.
[11] OLSON J E, LAUBACH S E, LANDER R H.Natural fracture characterization in tight gas sandstones:integrating mechanics and diagenesis[J].AAPG Bulletin, 2009, 93(11):1535-1549.
[12] 董晓霞, 梅廉夫, 全永旺.致密砂岩气藏的类型和勘探前景[J].天然气地球科学, 2007, 18(3):351-355.
DONG Xiaoxia, MEI Lianfu, QUAN Yongwang.Types of tight sand gas accumulation and its exploration prospect[J].Natural Gas Geoscience, 2007, 18(3):351-355.
[13] 蔡希源.深层致密砂岩气藏天然气富集规律与勘探关键技术——以四川盆地川西坳陷须家河组天然气勘探为例[J].石油与天然气地质, 2010, 31(6):707-714.
CAI Xiyuan.Gas accumulation patterns and key exploration techniques of deep gas reservoirs in tight sandstone:an example from gas exploration in the Xujiahe Formation of the western Sichuan depression, the Sichuan Basin[J].Oil & Gas Geology, 2010, 31(6):707-714.
[14] 赖锦, 王贵文, 信毅, 等.库车坳陷巴什基奇克组致密砂岩气储层成岩相分析[J].天然气地球科学, 2014, 25(7):1019-1032.
LAI Jin, WANG Guiwen, XIN Yi, et al.Diagenetic facies analysis of tight sandstone gas reservoir of Bashijiqike Formation in Kuqa depression[J].Natural Gas Geoscience, 2014, 25(7):1019-1032.
[15] SCHMITT M, FERNANDES C P, WOLF F G, et al.Characterization of Brazilian tight gas sandstones relating permeability and angstrom- to micron-scale pore structures[J].Journal of Natural Gas Science and Engineering, 2015, 27:785-807.
[16] LAI Jin, WANG Guiwen, FAN Zhuoying, et al.Fracture detection in oil-based drilling mud using a combination of borehole image and sonic logs[J].Marine and Petroleum Geology, 2017, 84:195-214.
[17] AL-DUGHAIMI S, MUQTADIR A, ALZAKI T, et al.Stress dependence of elastic and transport properties in tight gas sandstones[J].Journal of Petroleum Science and Engineering, 2021, 196:108001.
[18] 宫秀梅, 曾溅辉, 邱楠生.潍北凹陷深层致密砂岩气成藏特征[J].天然气工业, 2005, 25(6):7-10.
GONG Xiumei, ZENG Jianhui, QIU Nansheng et al.Characteristics of deep tight sand stone reservoir formation in Weibei sag[J].Natural Gas Industry, 2005, 25(6):7-10.
[19] 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, 23(4):607-615.
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, 23(4):607-615.
[20] SOLEYMANZADEH A, HELALIZADEH A, JAMIALAHMADI M, et al.Development of a new model for prediction of cementation factor in tight gas sandstones based on electrical rock typing[J].Journal of Natural Gas Science and Engineering, 2021, 94:104128.
[21] CHERANA A, ALIOUANE L.DOGHMANE M Z, et al.Lithofacies discrimination of the Ordovician unconventional gas-bearing tight sandstone reservoirs using a subtractive fuzzy clustering algorithm applied on the well log data:Illizi Basin, the Algerian Sahara[J].Journal of African Earth Sciences, 2022, 196:104732.
[22] 张哨楠.致密天然气砂岩储层:成因和讨论[J].石油与天然气地质, 2008, 29(1):1-10.
ZHANG Shaonan.Tight sandstone gas reservoirs:their origin and discussion[J].Oil & Gas Geology, 2008, 29(1):1-10.
[23] 赖锦, 王贵文, 庞小娇, 等.测井地质学前世、今生与未来——写在《测井地质学 ·第二版》出版之时[J].地质论评, 2021, 67(6):1804-1828.
LAI Jin, WANG Guiwen, PANG Xiaojiao, et al.The past, present and future of well logging geology——To celebrate the publication of second edition of "Well Logging Geology"[J].Geological Review, 2021, 67(6):1804-1828.
[24] XU Chunming, GEHENN J M, ZHAO Dahua, et al.The fluvial and lacustrine sedimentary systems and stratigraphic correlation in the Upper Triassic Xujiahe Formation in Sichuan Basin, China[J].AAPG Bulletin, 2015, 99(11):2023-2041.
[25] 王跃祥, 谢冰, 赖强, 等.基于核磁共振测井的致密气储层孔隙结构评价与分类[J].地球物理学进展, 2023, 38(2):759-767.
WANG Yuexiang, XIE Bing, LAI Qiang, et al.Evaluation of pore structure and classification in tight gas reservoir based on NMR logging[J]. Progress in Geophysics, 2023, 38(2):759-767.
[26] 闫星宇, 顾汉明, 肖逸飞, 等.XGBoost算法在致密砂岩气储层测井解释中的应用[J].石油地球物理勘探, 2019, 54(2):447-455.
YAN Xingyu, GU Hanming, XIAO Yifei, et al.XGBoost algorithm applied in the interpretation of tight-sand gas reservoir on well logging data[J].Oil Geophysical Prospecting, 2019, 54(2):447-455.
[27] SU Yang, LAI Jin, DANG Wenle, et al.Pore structure characterization and reservoir quality prediction in deep and ultra-deep tight sandstones by integrating image and NMR logs[J].Journal of Asian Earth Sciences, 2024, 272:106232.
[28] 赖锦, 肖露, 赵鑫, 等.深层—超深层优质碎屑岩储层成因与测井评价方法——以库车坳陷白垩系巴什基奇克组为例[J].石油学报, 2023, 44(4):612-625.
LAI Jin, XIAO Lu, ZHAO Xin, et al.Genesis and logging evaluation of deep to ultra-deep high-quality clastic reservoirs:a case study of the Cretaceous Bashijiqike Formation in Kuqa depression[J].Acta Petrolei Sinica, 2023, 44(4):612-625.
[29] 信毅, 王贵文, 刘秉昌, 等.库车坳陷侏罗系致密砂岩气藏"三品质"测井评价[J].地球科学, 2024, 49(6):2085-2102.
XIN Yi, WANG Guiwen, LIU Bingchang, et al.Well logging evaluation of "three quality" of Jurassic tight gas sandstone reservoirs in Kuqa depression[J].Earth Science, 2024, 49(6):2085-2102.
[30] 朱如凯, 邹才能, 张鼐, 等.致密砂岩气藏储层成岩流体演化与致密成因机理——以四川盆地上三叠统须家河组为例[J].中国科学 D辑:地球科学, 2009, 39(3):327-339.
ZHU Rukai, ZOU Caineng, ZHANG Nai, et al.Diagenetic fluid evolution and densification mechanism of tight sandstone gas reservoirs:a case study of Upper Triassic Xujiahe Formation, Sichuan Basin[J].Science in China Series D:Earth Sciences, 2008, 51(9):1340-1353.
[31] 张小菊, 邓虎成, 伏美燕, 等.低丰度致密砂岩天然气分布特征及充注过程半定量评价——以鄂尔多斯盆地定北地区上古生界为例[J].天然气工业, 2024, 44(3):119-130.
ZHANG Xiaoju, DENG Hucheng, FU Meiyan, et al.Distribution characteristics of low-abundance tight sandstone gas and a semiquantitative evaluation method on its charging process:a case study of the Upper Paleozoic in the Dingbei area, Ordos Basin[J].Natural Gas Industry, 2024, 44(3):119-130.
[32] 王清华, 张荣虎, 杨宪彰, 等.库车坳陷东部迪北地区侏罗系阿合组致密砂岩气勘探重大突破及地质意义[J].石油学报, 2022, 43(8):1049-1064.
WANG Qinghua, ZHANG Ronghu, YANG Xianzhang, et al.Major breakthrough and geological significance of tight sandstone gas exploration in Jurassic Ahe Formation in Dibei area, eastern Kuqa depression[J].Acta Petrolei Sinica, 2022, 43(8):1049-1064.
[33] 支东明, 李建忠, 杨帆, 等.吐哈盆地丘东洼陷侏罗系致密砂岩气勘探突破及意义[J].石油学报, 2024, 45(2):348-357.
ZHI Dongming, LI Jianzhong, YANG Fan, et al.Exploration breakthrough and significance of Jurassic tight sandstone gas in Qiudong subsag of Tuha Basin[J].Acta Petrolei Sinica, 2024, 45(2):348-357.
[34] 吕雪莹, 李小刚, 王小娟, 等.远源致密砂岩气成藏主控因素及成藏概率定量评价——以四川盆地西南部中侏罗统沙溪庙组气藏为例[J].天然气工业, 2024, 44(6):12-22.
LV Xueying, LI Xiaogang, WANG Xiaojuan, et al.Major controlling factors and quantitative probability evaluation of hydrocarbon accumulation in distal tight sandstone gas reservoirs:a case study on the gas reservoir of Middle Jurassic Shaximiao Formation in the southwestern Sichuan Basin[J].Natural Gas Industry, 2024, 44(6):12-22.
[35] 潘辉, 蒋裕强, 朱讯, 等.河流相致密砂岩气地质甜点评价——以四川盆地川中地区侏罗系沙溪庙组二段1亚段为例[J].石油与天然气地质, 2024, 45(2):471-485.
PAN Hui, JIANG Yuqiang, ZHU Xun, et al.Evaluation of geological sweet spots in fluvial tight sandstone gas:a case study of the first submember of the second Member of the Jurassic Shaximiao Formation, central Sichuan Basin[J].Oil & Gas Geology, 2024, 45(2):471-485.
[36] 王伟明, 卢双舫, 王世辉, 等.鸡西盆地致密砂岩气存在的可能性[J].石油与天然气地质, 2012, 33(3):385-391.
WANG Weiming, LU Shuangfang, WANG Shihui, et al.Possibility of tight sand gas reservoirs in Jixi Basin[J].Oil & Gas Geology, 2012, 33(3):385-391.
[37] 叶素娟, 李嵘, 杨克明, 等.川西坳陷叠覆型致密砂岩气区储层特征及定量预测评价[J].石油学报, 2015, 36(12):1484-1494.
YE Sujuan, LI Rong, YANG Keming, et al.Characteristics and quantitative prediction of tight sand gas reservoirs in superimposed tight sandstone gas-bearing area, western Sichuan depression[J].Acta Petrolei Sinica, 2015, 36(12):1484-1494.
[38] NELSON P H.Pore-throat sizes in sandstones, tight sandstones, and shales[J].AAPG Bulletin, 2009, 93(3):329-340.
[39] REZAEE R, SAEEDI A, CLENNELL B.Tight gas sands permeability estimation from mercury injection capillary pressure and nuclear magnetic resonance data[J].Journal of Petroleum Science and Engineering, 2012, 88-89:92-99.
[40] GAO Hui, LI H A.Pore structure characterization, permeability evaluation and enhanced gas recovery techniques of tight gas sandstones[J].Journal of Natural Gas Science and Engineering, 2016, 28:536-547.
[41] LIU Xiaoping, LAI Jin, FAN Xuechun, et al.Insights in the pore structure, fluid mobility and oiliness in oil shales of Paleogene Funing Formation in Subei Basin, China[J].Marine and Petroleum Geology, 2020, 114:104228.
[42] 郭秋麟, 李建忠, 陈宁生, 等.四川合川—潼南地区须家河组致密砂岩气成藏模拟[J].石油勘探与开发, 2011, 38(4):409-417.
GUO Qiulin, LI Jianzhong, CHEN Ningsheng, et al.Modeling of the tight sandstone gas accumulation for the Xujiahe Formation, Hechuan-Tongnan area, Sichuan Basin[J].Petroleum Exploration and Development, 2011, 38(4):409-417.
[43] YUE Dali, WU Shenghe, XU Zhangyou, et al.Reservoir quality, natural fractures, and gas productivity of Upper Triassic Xujiahe tight gas sandstones in Western Sichuan Basin, China[J].Marine and Petroleum Geology, 2018, 89:370-386.
[44] LAI Jin, LI Dong, BAI Tianyu, et al.Reservoir quality evaluation and prediction in ultra-deep tight sandstones in the Kuqa depression, China[J].Journal of Structural Geology, 2023, 170:104850.
[45] 张荣虎, 姚根顺, 寿建峰, 等.沉积、成岩、构造一体化孔隙度预测模型[J].石油勘探与开发, 2011, 38(2):145-151.
ZHANG Ronghu, YAO Genshun, SHOU Jianfeng, et al.An integration porosity forecast model of deposition, diagenesis and structure[J].Petroleum Exploration and Development, 2011, 38(2):145-151.
[46] BJØRLYKKE K.Relationships between depositional environments, burial history and rock properties.Some principal aspects of diagenetic process in sedimentary Basins[J].Sedimentary Geology, 2014, 301:1-14.
[47] 周进松, 乔向阳, 王若谷, 等.鄂尔多斯盆地延安气田山西组致密砂岩气有效储层发育模式[J].天然气地球科学, 2022, 33(2):195-206.
ZHOU Jinsong, QIAO Xiangyang, WANG Ruogu, et al.Effective reservoir development model of tight sandstone gas in Shanxi Formation of Yan’an gas field, Ordos Basin[J].Natural Gas Geoscience, 2022, 33(2):195-206.
[48] 赵俊威, 陈恭洋, 张玲, 等.川西新场须二段致密砂岩储层甜点类型及成因机制[J].地质论评, 2024, 70(1):123-136.
ZHAO Junwei, CHEN Gongyang, ZHANG Ling, et al.The sweet spot types and genetic mechanism of tight sandstone reservoirs in the 2nd Member of Xujiahe Formation in Xinchang, western Sichuan Basin[J].Geological Review, 2024, 70(1):123-136.
[49] 赖锦, 王贵文, 陈敏, 等.基于岩石物理相的储集层孔隙结构分类评价——以鄂尔多斯盆地姬塬地区长8油层组为例[J].石油勘探与开发, 2013, 40(5):566-573.
LAI Jin, WANG Guiwen, CHEN Min, et al.Pore structures evaluation of low permeability clastic reservoirs based on petrophysical facies:a case study on Chang 8 reservoir in the Jiyuan region, Ordos Basin[J].Petroleum Exploration and Development, 2013, 40(5):566-573.
[50] LAI Jin, LI Dong, AI Yong, et al.Structural diagenesis in ultra-deep tight sandstones in the Kuqa depression, Tarim Basin, China[J].Solid Earth, 2022, 13(6):975-1002.
[51] 寿建峰, 朱国华, 张惠良.构造侧向挤压与砂岩成岩压实作用——以塔里木盆地为例[J].沉积学报, 2003, 21(1):90-95.
SHOU Jianfeng, ZHU Guohua, ZHANG Huiliang.Lateral structure compression and its influence on sandstone diagenesis-a case study from the Tarim Basin[J].Acta Sedimentologica Sinica, 2003, 21(1):90-95.
[52] 张丽娟, 李多丽, 孙玉善, 等.库车坳陷西部古近系-白垩系沉积储层特征分析[J].天然气地球科学, 2006, 17(3):355-360.
ZHANG Lijuan, LI Duoshan, SUN Yushan, et al.Analysis of characteristics of sedimentary reservoir between cretaceous and palaeogene in the western part of the Kuqa depression[J].Natural Gas Geoscience, 2006, 17(3):355-360.
[53] LAI Jin, LI Dong, WANG Guiwen, et al.Earth stress and reservoir quality evaluation in high and steep structure:the Lower Cretaceous in the Kuqa depression, Tarim Basin, China[J].Marine and Petroleum Geology, 2019, 101:43-54.
[54] 冯建伟, 赵力彬, 王焰东.库车坳陷克深气田超深层致密储层产能控制因素[J].石油学报, 2020, 41(4):478-488.
FENG Jianwei, ZHAO Libin, WANG Yandong.Controlling factors for productivity of ultra-deep tight reservoirs in Keshen gas field, Kuqa depression[J].Acta Petrolei Sinica, 2020, 41(4):478-488.
[55] 杨海军, 李勇, 唐雁刚, 等.塔里木盆地克深气田成藏条件及勘探开发关键技术[J].石油学报, 2021, 42(3):399-414.
YANG Haijun, LI Yong, TANG Yangang, et al.Accumulation conditions, key exploration and development technologies for Keshen gas field in Tarim Basin[J].Acta Petrolei Sinica, 2021, 42(3):399-414.
[56] 张荣虎, 魏国齐, 王珂, 等, 前陆冲断带构造逆冲推覆作用与岩石响应特征——以库车坳陷东部中-下侏罗统为例[J].岩石学报, 2021, 37(7):2256-2270.
ZHANG Ronghu, WEI Guoqi, WANG Ke, et al.Tectonic thrust nappe activity and sandstone rock response characteristics in foreland thrust belt:a case study of Middle and Lower Jurassic, Kuqa depression, Tarim Basin[J].Acta Petrologica Sinica, 2021, 37(7):2256-2270.
[57] LAI Jin, WANG Guiwen, WANG Song, et al.A review on the applications of image logs in structural analysis and sedimentary characterization[J].Marine and Petroleum Geology, 2018, 95:139-166.
[58] 赖锦, 肖露, 白天宇, 等.成像测井解释评价方法及其地质应用[J].地质科技通报, 2024, 43(3):323-340.
LAI Jin, XIAO Lu, BAI Tianyu, et al.Interpretation and evaluation methods of image logs and their geological applications[J].Bulletin of Geological Science and Technology, 2024, 43(3):323-340.
[59] 赖锦, 王贵文, 王迪, 等.川中地区上三叠统须家河组成岩层序地层学特征[J].地质学报, 2016, 90(6):1236-1252.
LAI Jin, WANG Guiwen, WANG Di, et al.The diagenetic sequence stratigraphy characteristics of Upper Triassic Xujiahe Formation in Central Sichuan Basin[J].Acta Geologica Sinica, 2016, 90(6):1236-1252.
[60] 苏洋, 赖锦, 赵飞, 等.岩性扫描测井解释评价方法及其地质应用[J].地质论评, 2024, 70(5):1884-1898.
SU Yang, LAI Jin, ZHAO Fei, et al.Interpretation and evaluation methods of litho-scanner logging data and its geological application[J].Geological Review, 2024, 70(5):1884-1898.
[61] LAI Jin, SU Yang, XIAO Lu, et al.Application of geophysical well logs in solving geologic issues:past, present and future prospect[J].Geoscience Frontiers, 2024, 15(3):101779.
[62] TAN Maojin, WANG Peng, MAO Keyu.Comparative study of inversion methods of three-dimensional NMR and sensitivity to fluids[J].Journal of Applied Geophysics, 2014, 103:12-30.
[63] WANG Guiwen, LAI Jin, LIU Bingchang, et al.Fluid property discrimination in dolostone reservoirs using well logs[J].Acta Geologica Sinica:English Edition, 2020, 94(3):831-846.
[64] 李剑浩.用混合物电导率公式改进双水模型的公式[J].测井技术, 2007, 31(1):1-3.
LI Jianhao.An improvement in conductivity formula of dual water model with conductivity formula of mixture[J].Well Logging Technology, 2007, 31(1):1-3.
[65] NABAWY B S, EL SHARAWY M S.Reservoir assessment and quality discrimination of Kareem formation using integrated petrophysical data, southern Gulf of Suez, Egypt[J].Marine and Petroleum Geology, 2018, 93:230-246.
[66] YARMOHAMMADI S, KADKHODAIE A, HOSSEINZADEH S.An integrated approach for heterogeneity analysis of carbonate reservoirs by using image log based porosity distributions, NMR T₂ curves, velocity deviation log and petrographic studies:a case study from the South Pars gas field, Persian Gulf Basin[J].Journal of Petroleum Science and Engineering, 2020, 192:107283.
[67] 赖锦, 李红斌, 张梅, 等.非常规油气时代测井地质学研究进展[J].古地理学报, 2023, 25(5):1118-1138.
LAI Jin, LI Hongbin, ZHANG Mei, et al.Advances in well logging geology in the era of unconventional hydrocarbon resources[J].Journal of Palaeogeography, 2023, 25(5):1118-1138.
[68] 石玉江, 潘保芝, 蒋必辞, 等.小波分析在致密砂岩气层识别中的应用[J].地球科学, 2016, 41(12):2127-2135.
SHI Yujiang, PAN Baozhi, JIANG Bici, et al.Application of wavelet analysis in identification of tight sandstone gas reservoirs[J].Earth Science, 2016, 41(12):2127-2135.
[69] 侯振学, 李波, 唐闻强, 等.一种定量评价致密砂岩储层流体性质的新方法——相关系数法[J].地球物理学进展, 2017, 32(5): 1984-1991.
HOU Zhenxue, LI Bo, TANG Wenqiang, et al.New method for quantitative evaluation fluid properties of tight sandstone:correlation coefficient method[J].Progress in Geophysics, 2017, 32(5):1984-1991.
[70] 张筠, 吴见萌, 朱国璋.致密气核磁共振测井观测模式及气水弛豫分析——以四川盆地为例[J].天然气工业, 2018, 38(1):49-55.
ZHANG Yun, WU Jianmeng, ZHU Guozhang.NMR logging activation sets selection and fluid relaxation characteristics analysis of tight gas reservoirs:a case study from the Sichuan Basin[J].Natural Gas Industry, 2018, 38(1):49-55.
[71] 张海涛, 石玉江, 张鹏, 等.基于偶极横波测井的低渗透砂岩气层识别方法[J].测井技术, 2015, 39(5):591-595.
ZHANG Haitao, SHI Yujiang, ZHANG Peng, et al.Identification of low permeability sandstone gas reservoir based on the DSI[J].Well Logging Technology, 2015, 39(5):591-595.
[72] 陈啸宇, 章成广, 朱雷, 等.致密砂岩储层地应力对电阻率测井的影响[J].岩性油气藏, 2016, 28(1):106-110.
CHEN Xiaoyu, ZHANG Chengguang, ZHU Lei, et al.Influence of ground stress on resistivity logging response in tight sandstone reservoir[J]. Lithologic Reservoirs, 2016, 28(1):106-110.
[73] 王华, 张雨顺.测井资料人工智能处理解释的现状及展望[J].测井技术, 2021, 45(4):345-356.
WANG Hua, ZHANG Yushun.Research status and prospect of artificial intelligence in logging data processing and interpretation[J].Well Logging Technology, 2021, 45(4):345-356.
[74] 李宁, 徐彬森, 武宏亮, 等.人工智能在测井地层评价中的应用现状及前景[J].石油学报, 2021, 42(4):508-522.
LI Ning, XU Binsen, WU Hongliang, et al.Application status and prospects of artificial intelligence in well logging and formation evaluation[J]. Acta Petrolei Sinica, 2021, 42(4):508-522.
[75] 石玉江, 刘国强, 钟吉彬, 等.基于大数据的测井智能解释系统开发与应用[J].中国石油勘探, 2021, 26(2):113-126.
SHI Yujiang, LIU Guoqiang, ZHONG Jibin, et al.Development and application of intelligent logging interpretation system based on big data[J]. China Petroleum Exploration, 2021, 26(2):113-126.
[76] 刘国强, 龚仁彬, 石玉江, 等.油气层测井知识图谱构建及其智能识别方法[J].石油勘探与开发, 2022, 49(3):502-512.
LIU Guoqiang, GONG Renbin, SHI Yujiang, et al.Construction of well logging knowledge graph and intelligent identification method of hydrocarbon-bearing formation[J].Petroleum Exploration and Development, 2022, 49(3):502-512.
[77] 武娟, 罗仁泽, 雷璨如, 等.基于大语言模型的致密砂岩储层测井含水饱和度预测[J].天然气工业, 2024, 44(9):77-87.
WU Juan, LUO Renze, LEI Canru, et al.Prediction of water saturation in tight sandstone reservoirs from well log data based on the large language models (LLMs)[J].Natural Gas Industry, 2024, 44(9):77-87.
[78] 杨升宇, 张金川, 黄卫东, 等.吐哈盆地柯柯亚地区致密砂岩气储层"甜点"类型及成因[J].石油学报, 2013, 34(2):272-282.
YANG Shengyu, ZHANG Jinchuan, HUANG Weidong, et al."Sweet spot" types of reservoirs and genesis of tight sandstone gas in Kekeya area, Turpan-Hami Basin[J].Acta Petrolei Sinica, 2013, 34(2):272-282.
[79] 徐珂, 田军, 杨海军, 等.塔里木盆地库车坳陷超深层现今地应力对储层品质的影响及实践应用[J].天然气地球科学, 2022, 33(1):13-23.
XU Ke, TIAN Jun, YANG Haijun, et al.Effects and practical applications of present-day in-situ stress on reservoir quality in ultra-deep layers of Kuqa depression, Tarim Basin[J].Natural Gas Geoscience, 2022, 33(1):13-23.
[80] MERLETTI G D, SPAIN D R, MELICK J, et al.Integration of depositional, petrophysical, and petrographic facies for predicting permeability in tight gas reservoirs[J].Interpretation, 2017, 5(2):SE29-SE41.
[81] 郭彤楼, 熊亮, 杨映涛, 等.从储层、烃源岩到输导体勘探——以四川盆地须家河组致密砂岩气为例[J].石油学报, 2024, 45(7):1078-1091.
GUO Tonglou, XIONG Liang, YANG Yingtao, et al.From reservoir, source to carrier beds exploration:a case study of tight sandstone gas in Xujiahe Formation, Sichuan Basin[J].Acta Petrolei Sinica, 2024, 45(7):1078-1091.
[82] 赖锦, 王贵文, 孙思勉, 等.致密砂岩储层裂缝测井识别评价方法研究进展[J].地球物理学进展, 2015, 30(4):1712-1724.
LAI Jin, WANG Guiwen, SUN Simian, et al.Research advances in logging recognition and evaluation method of fractures in tight sandstone reservoirs[J].Progress in Geophysics, 2015, 30(4):1712-1724.
[83] 赖锦, 庞小娇, 赵鑫, 等.测井地质学研究中的典型误区与科学思维[J].天然气工业, 2022, 42(7):31-44.
LAI Jin, PANG Xiaojiao, ZHAO Xin, et al.Typical misunderstandings and scientific ideas in well logging geology research[J].Natural Gas Industry, 2022, 42(7):31-44.
[84] LYU Wenya, ZENG Lianbo, ZHANG Benjiang, et al.Influence of natural fractures on gas accumulation in the Upper Triassic tight gas sandstones in the northwestern Sichuan Basin, China[J].Marine and Petroleum Geology, 2017, 83:60-72.
[85] LAUBACH S E, LANDER R H, CRISCENTI L J, et al.The role of chemistry in fracture pattern development and opportunities to advance interpretations of geological materials[J].Reviews of Geophysics, 2019, 57(3):1065-1111.
[86] ZENG Lianbo, SU Hui, TANG Xiaomei, et al.Fractured tight sandstone oil and gas reservoirs:a new play type in the Dongpu depression, Bohai Bay Basin, China[J].AAPG Bulletin, 2013, 97(3):363-377.
[87] 赖锦, 韩能润, 贾云武, 等.基于测井资料的辫状河三角洲沉积储层精细描述[J].中国地质, 2018, 45(2):304-318.
LAI Jin, HAN Nengrun, JIA Yunwu, et al.Detailed description of the sedimentary reservoir of a braided delta based on well logs[J].Geology in China, 2018, 45(2):304-318.
[88] 王茂云, 曾溅辉, 王小娟, 等.源-储分离型致密砂岩气藏中气水分布控制因素——以四川盆地中部地区沙溪庙组致密砂岩气为例[J].石油学报, 2024, 45(8):1187-1201.
WANG Maoyun, ZENG Jianhui, WANG Xiaojuan, et al.Controlling factors of gas-water distribution in source-reservoir separated tight sandstone gas reservoirs:a case study of Shaximiao Formation tight sandstone gas in central Sichuan Basin[J].Acta Petrolei Sinica, 2024, 45(8):1187-1201.
[89] 刘宏坤, 艾勇, 王贵文, 等.深层、超深层致密砂岩储层成岩相测井定量评价:以库车坳陷博孜-大北地区为例[J].地质科技通报, 2023, 42(1):299-310.
LIU Hongkun, AI Yong, WANG Guiwen, et al.Quantitative well logging evaluation of diagenetic facies of deep and ultra deep tight sandstone reservoirs:a case study of Bozi-Dabei area in Kuqa depression[J].Bulletin of Geological Science and Technology, 2023, 42(1):299-310.
[90] AVANZINI A, BALOSSINO P, BRIGNOLI M, et al.Lithologic and geomechanical facies classification for sweet spot identification in gas shale reservoir[J].Interpretation, 2016, 4(3):SL21-SL31.
[91] 徐珂, 杨海军, 张辉, 等.基于地质力学方法的深层致密气藏高效勘探技术:以库车坳陷迪北气藏为例[J].地球科学, 2023, 48(2): 621-639.
XU Ke, YANG Haijun, ZHANG Hui, et al.Efficient exploration technology of deep tight gas reservoir based on geomechanics method:a case study of Dibei gas reservoir in Kuqa depression[J].Earth Science, 2023, 48(2):621-639.
[92] 刘双莲.页岩气"双甜点"参数测井评价方法[J].石油与天然气地质, 2022, 43(4):1005-1012.
LIU Shuanglian.Logging evaluation of"double sweet spot"in shale gas reservoirs[J]. Oil & Gas Geology, 2022, 43(4):1005-1012.
[93] 朱海燕, 龚丁, 张兵.致密砂岩气储层多尺度"地质—工程"双甜点评价新方法[J].天然气工业, 2023, 43(6):76-86.
ZHU Haiyan, GONG Ding, ZHANG Bing.A multi-scale geology-engineering sweet spot evaluation method for tight sandstone gas reservoirs [J].Natural Gas Industry, 2023, 43(6):76-86.
[94] 钟敏, 黄玉越, 覃英伦, 等.海相浅层页岩气地质-工程"双甜点"测井评价方法:以桂中坳陷北部鹿寨组为例[J].地质科技通报, 2024, 43(4):113-127.
ZHONG Ming, HUANG Yuyue, QIN Yinglun, et al.A logging evaluation method for geological engineering "double sweet spot" for shallow marine shale gas:a case study of the Luzhai Formation in the northern Guizhong depression[J].Bulletin of Geological Science and Technology, 2024, 43(4):113-127.
[95] 张卫卫, 肖张波, 易浩, 等.致密砂岩储层"双甜点"识别方法在南海东部陆丰地区古近系储层的应用[J].石油物探, 2024, 63(1): 217-228.
ZHANG Weiwei, XIAO Zhangbo, YI Hao, et al.Geologic-engineering sweet spotting in Paleogene tight sandstone reservoirs, Lufeng, eastern South China Sea[J].Geophysical Prospecting for Petroleum, 2024, 63(1):217-228.
[96] 谭茂金, 武宏亮, 王思宇, 等.中国海相页岩气测井评价技术进展与发展方向[J].石油学报, 2024, 45(1):241-260.
TAN Maojin, WU Hongliang, WANG Siyu, et al.Progress and development direction of log interpretation technology for marine shale gas in China[J].Acta Petrolei Sinica, 2024, 45(1):241-260.
[97] 赵金洲, 雍锐, 胡东风, 等.中国深层—超深层页岩气压裂:问题、挑战与发展方向[J].石油学报, 2024, 45(1):295-311.
ZHAO Jinzhou, YONG Rui, HU Dongfeng, et al.Deep and ultra-deep shale gas fracturing in China:problems, challenges and directions[J].Acta Petrolei Sinica, 2024, 45(1):295-311.
[98] JARVIE D M, HILL R J, RUBLE T E, et al.Unconventional shale-gas systems:the Mississippian Barnett Shale of north-central Texas as one model for thermogenic shale-gas assessment[J].AAPG Bulletin, 2007, 91(4):475-499.
[99] LAI Jin, WANG Guiwen, HUANG Longxing, et al.Brittleness index estimation in a tight shaly sandstone reservoir using well logs[J].Journal of Natural Gas Science and Engineering, 2015, 27:1536-1545.
[100] IQBAL O, AHMAD M, KADIR A A.Effective evaluation of shale gas reservoirs by means of an integrated approach to petrophysics and geomechanics for the optimization of hydraulic fracturing:a case study of the Permian Roseneath and Murteree Shale gas reservoirs, Cooper Basin, Australia[J].Journal of Natural Gas Science and Engineering, 2018, 58:34-58.
[101] 赖锦, 白天宇, 肖露, 等.地应力测井评价方法及其地质与工程意义[J].石油与天然气地质, 2023, 44(4):1033-1043.
LAI Jin, BAI Tianyu, XIAO Lu, et al.Well-logging evaluation of in-situ stress fields and its geological and engineering significances[J].Oil & Gas Geology, 2023, 44(4):1033-1043.
[102] 姚泾利, 刘晓鹏, 赵会涛, 等.鄂尔多斯盆地盒8段致密砂岩气藏储层特征及地质工程一体化对策[J].中国石油勘探, 2019, 24(2):186-195.
YAO Jingli, LIU Xiaopeng, ZHAO Huitao, et al.Characteristics of He 8th Member tight sandstone gas reservoir and solution based on geology-engineering integration in Ordos Basin[J].China Petroleum Exploration, 2019, 24(2):186-195.
[103] 王光付, 李凤霞, 王海波, 等.四川盆地非常规气藏地质-工程一体化压裂实践与认识[J].石油与天然气地质, 2022, 43(5):1221-1237.
WANG Guangfu, LI Fengxia, WANG Haibo, et al.Application of an integrated geology-reservoir engineering approach to fracturing in unconventional gas reservoirs, Sichuan Basin and some insights[J].Oil & Gas Geology, 2022, 43(5):1221-1237.
[104] 刘文俊, 刘伟, 邓九涛, 等.低渗致密储层三维地质力学建模与压裂工程甜点优选方法[J].科学技术与工程, 2022, 22(25):10985-10991.
LIU Wenjun, LIU Wei, DENG Jiutao, et al.Three-dimensional integrated modeling and fracturing engineering sweet spot optimization method for low permeability tight reservoirs[J].Science Technology and Engineering, 2022, 22(25):10985-10991.

致密砂岩气储层测井综合评价技术研究进展

Research progresses of comprehensive well logging evaluation methods of tight gas sandstone reservoirs

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