
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
[ "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" ]
网络出版日期:2025-02-15,
纸质出版日期:2025
移动端阅览
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, et al. Research progresses of comprehensive well logging evaluation methods of tight gas sandstone reservoirs[J]. Acta petrolei sinica, 2025, 46(1): 220-235.
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. DOI: 10.7623/syxb202501015.
Lai Jin, Song Xiangyu, Yang Xun, et al. Research progresses of comprehensive well logging evaluation methods of tight gas sandstone reservoirs[J]. Acta petrolei sinica, 2025, 46(1): 220-235. DOI: 10.7623/syxb202501015.
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。
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
NELSON P H.Pore-throat sizes in sandstones, tight sandstones, and shales[J].AAPG Bulletin, 2009, 93(3):329-340.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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, 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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
0
浏览量
426
下载量
0
CSCD
关联资源
相关文章
相关作者
相关机构
京公网安备11010802024621