个人简介
吴珊,安徽桐城人,中国石油大学(北京)油气田开发专业博士,现任合肥工业大学资源与环境工程学院讲师,硕士生导师,研究方向是深地资源开采和二氧化碳地质封存相关的岩石力学机理,研究内容交叉岩石力学,地球物理和人工智能三个专业方向,目前已发表SCI/EI检索论文30余篇(第一/通讯作者14篇),包括IJRMMS,RMRE,EG等岩石力学和工程地质领域高级别SCI期刊以及AAAI,ICASSP计算机人工智能领域顶会论文,并担任Petrol Sci等SCI期刊青年编委和多个SCI期刊审稿人。获得2024年发明协会创新奖二等奖(排名2)。主持国家自然科学青年基金、国家重点研发计划子课题、安徽省公益项目子课题等5项研究项目。指导本科生参加多项大创项目,挑战杯和互联网+项目。
致力于将大数据、人工智能及相关技术(如Machine learning、AI4Science)应用于传统岩土工程研究,欢迎对该方向感兴趣的同学来交流探讨或建立合作(wus@hfut.edu.cn)。
教育经历:
2010.09—2014.06,东南大学,机械工程及自动化,学士
2014.09—2020.06,中国石油大学(北京),石油与天然气工程,硕博连读
2017.09—2018.11,多伦多大学,物理系,联合培养博士
工作经历:
2020.07—2022.07,南方科技大学,地球与空间科学系,博士后
2022.07—2023.01,香港理工大学,土木及环境工程学院,研究助理
2023.02—至今,合肥工业大学,资源与环境工程学院
研究邻域:
非常规储层压裂和二氧化碳地质封存
真三轴水力压裂实验和裂缝形成监测反演
基于有限元和离散元耦合数值方法(Combined finite-discrete element method, FDEM)的水力裂缝扩展模拟
压裂工程技术:分段多簇压裂,超临界二氧化碳压裂,二氧化碳压裂与封存
动态裂缝扩展过程
声发射监测硬件系统和传统反演方法
基于谱元法(Spectral Element Method,SEM)的声发射波场模拟
基于无监督学习的破裂类型分类
拉张型裂缝起裂和止裂机制
科研工作
2024.01-至今,国家自然科学基金青年基金《基于三分量声发射的二氧化碳压裂复杂裂缝扩展机理研究》,主持
2023.12-至今,国家重点研发计划子课题《复杂地质填埋场长效阻控智能监测与应急智慧包》,主持
2023.7-至今,安徽省公益项目子课题《淮南煤田煤系地层二氧化碳运移与封存数值模拟研究》,主持
2023,4-至今,合肥工业大学学术新人提升计划A项目,主持
2023,4-至今,合肥工业大学青年教师科研创新启动专项A项目,主持
2023.2-2023,12,中国石油集团工程技术研究院有限公司横向测试项目,《钻井岩屑综合岩石物理参数测试》,主持
2022.01-至今,国家自然科学基金面上项目《深层页岩密切割压裂三维曲面裂缝群动态演化机制》,参与
2020.01-2022.12,中石油-中国石油大学(北京)战略合作科技专项《准噶尔盆地玛湖中下组合和吉木萨尔陆相页岩油高校勘探开发理论与关键技术研究》,参与
2018.01-2021.12,国家自然科学基金面上项目,非常规致密砂岩油藏超临界CO2驱CO2-原油-微纳米级孔喉缝系统的相互作用机理研究,参与
2018.01-2021.12,国家自然科学基金面上项目,基于储层岩石微观结构单元的数字岩石物理建模及弹性模拟研究,参与
2015.06-2020.12,973国家基础研究项目《陆相致密油高效开发基础研究》,参与
2015.11-2017.09,国家自然科学基金青年基金《富有机制页岩波速各向异性实验研究》,参与
2014.09-2018.12,中科院战略性先导科技专项《页岩气勘探开发基础理论与关键技术》,参与
论文发表(持续更新)
Wu S, Zhao Q*, Yang H, et al. Combining acoustic emission and unsupervised machine learning to investigate microscopic fracturing in tight reservoir rock[J]. Engineering Geology, 2025: 107939.
Qin L, Zha F, Wu S*, et al. Acoustic emission inversion for hydraulic fracture geometry with geomechanical constraints[J]. Physics of Fluids, 2025, 37(1).
Wu S, Gao K*, Qian Y, et al. Application of three-component acoustic emission sensor in rock mechanics experiments[J]. International Journal of Rock Mechanics and Mining Sciences, 2024, 178: 105756.
Huang L, Liao X, Fan M, Wu S*et al. Experimental and numerical simulation technique for hydraulic fracturing of shale formations[J]. Advances in Geo-Energy Research, 2024, 13(2): 83-88.
Wu, S., Ge, H.*, Li, T., Wang, X., Li, N., Zou, Y. & Gao, K*. (2022). Characteristics of fractures stimulated by supercritical carbon dioxide fracturing in shale based on acoustic emission monitoring. International Journal of Rock Mechanics and Mining Sciences (IF=7.135), 152, 105065.
Wu, S., Gao, K.*, Feng, Y. & Huang, X. (2022). Influence of slip and permeability of bedding interface on hydraulic fracturing: A numerical study using combined finite-discrete element method. Computers and Geotechnics (IF=4.956), 148, 104801.
Wu, S., Gao, K.*, Wang, X., Ge, H., Zou, Y. & Zhang, X. (2022). Investigating the propagation of multiple hydraulic fractures in shale oil rocks using acoustic emission. Rock Mechanics and Rock Engineering (IF=6.730).
Wu, S., Li, T., Ge, H.*, Wang, X., Li, N., & Zou, Y. (2019). Shear-tensile fractures in hydraulic fracturing network of layered shale. Journal of Petroleum Science and Engineering (IF=4.364), 183, 106428.
Wu, S., Ge, H.*, Wang, X.& Fang, B. (2017). Shale failure processes and spatial distribution of fractures obtained by AE monitoring. Journal of Natural Gas Science and Engineering (IF=4.965), 35,624-636.
Wu S, Zhao Q*, Yang H, Ge H. Experimental study of tight reservoir rock failure process based on unsupervised machine learning. 57th US Rock Mechanics/Geomechanics Symposium; 2023 (6)
Wu S, Gao K*, Ge H, Wang XQ, Zhou Y, Zhang X. Fracture Propagation Characteristics of Shale Oil Reservoir in Multi-Cluster Fracturing Experiments Based on Acoustic Emission Monitoring. 56th US Rock Mechanics/Geomechanics Symposium; 2022: OnePetro.
Wu S, Ge H*, Wang X, Li T, Gao K. Application of Three-Component Acoustic Emission Sensor in the Uniaxial Compression Rock Failure Experiment. 55th US Rock Mechanics/Geomechanics Symposium; 2021: OnePetro.
Wu S, Ge H*, Wang X, Li T, Gao K, editors. Characterization and Quantitative Evaluation of Hydraulic Fracture Network Based on Acoustic Emission Monitoring. 55th US Rock Mechanics/Geomechanics Symposium; 2021: OnePetro.
Wu S, Li T, Ge H*, Wang X, Li N, Zuo M, et al., editors. Comparison of the AE Monitoring Results Between the Hydraulic Fracturing and SC-CO 2 Fracturing. 53rd US Rock Mechanics/Geomechanics Symposium; 2019: American Rock Mechanics Association.
Wu S, Li T, Ge H*, Wang X, Li N, Sun Y, editors. New Acoustic Emission Parameters for Hydraulic Fracture Network Description Based on Shear-Tensile Crack Model. 53rd US Rock Mechanics/Geomechanics Symposium; 2019: American Rock Mechanics Association.
Cai W, Gao K*, Wu S, Long W. Moment Tensor-Based Approach for Acoustic Emission Simulation in Brittle Rocks Using Combined Finite-Discrete Element Method (FDEM). Rock Mechanics and Rock Engineering. 2023:1-3.
Yang L, Wu S, Gao K, Shen L*. Simultaneous propagation of hydraulic fractures from multiple perforation clusters in layered tight reservoirs: Non-planar three-dimensional modelling. Energy. 2022:124483.
张士诚*, 李四海, 邹雨时, 李建民, 马新仿, 张啸寰, 吴珊等. 页岩油水平井多段压裂裂缝高度扩展试验. 中国石油大学学报(自然科学版). 2021;45(01):77-86.
Zhang J, Ge H*, Meng H, Shen Y, Wang X, Yang Z, Wu S, et al.Geomechanical Modeling of Fracture-To-Well and Fracture-To-Fracture Interference Caused by Production in Shale Reservoirs. 55th US Rock Mechanics/Geomechanics Symposium; 2021: OnePetro.
Li N, Zhang S*, Wang H, Wu S, Zou Y, Ma X, et al. Thermal shock effect on acoustic emission response during laboratory hydraulic fracturing in Laizhou granite. Rock Mechanics and Rock Engineering. 2021;54(9):4793-807.
Chen H, Ge H*, Wang X, Wang J, Wu S. Experimental Studies on Shale Cracks and Permeability Evolution Based on Acoustic Emission Monitoring. Geofluids. 2021;2021.
Li S, Zhang S*, Zou Y, Zhang X, Ma X, Wu S, et al. Experimental study on the feasibility of supercritical CO2-gel fracturing for stimulating shale oil reservoirs. Engineering Fracture Mechanics. 2020;238:107276.
Li S, Zhang S*, Ma X, Zou Y, Li N, Wu S, et al. Coupled physical–chemical effects of CO 2 on rock properties and breakdown during intermittent CO 2-hybrid fracturing. Rock Mechanics and Rock Engineering. 2020;53:1665-83.
Liu N, Zou Y*, Ma X, Li N, Wu S. Study of hydraulic fracture growth behavior in heterogeneous tight sandstone formations using CT scanning and acoustic emission monitoring. Petroleum Science. 2019;16:396-408.
Wang X, Wu S*, Ge H, Sun Y, Zhang Q. The complexity of the fracture network in failure rock under cyclic loading and its characteristics in acoustic emission monitoring. Journal of Geophysics and Engineering. 2018;15(5):2091-103.
Li N, Zhang S*, Zou Y, Ma X, Wu S, Zhang Y. Experimental analysis of hydraulic fracture growth and acoustic emission response in a layered formation. Rock Mechanics and Rock Engineering. 2018;51(4):1047-62.
马新仿, 李宁, 尹丛彬, 李彦超, 邹雨时*, 吴珊, et al. 页岩水力裂缝扩展形态与声发射解释. 石油勘探与开发. 2017;44(5):1.
Meng F, Ge H*, Yan W, Wang X, Wu S, Wang J. Effect of saturated fluid on the failure mode of brittle gas shale. Journal of Natural Gas Science and Engineering. 2016;35:624-36.
Yang L, Ge H*, Shen Y, Zhang J, Yan W, Wu S, et al. Imbibition inducing tensile fractures and its influence on in-situ stress analyses: a case study of shale gas drilling. Journal of Natural Gas Science and Engineering. 2015;26:927-39.
专利
1. 王小琼; 葛洪魁; 孟范宝; 王剑波; 吴珊; 陈浩; 常龙 ; 页岩各向异性测量装置及测量方法, 2019-04-20, 中国, 201610500832 .9 (发明专利)
2. 闫伟; 葛洪魁; 王小琼; 王剑波; 吴珊; 刘庆; 孟范宝 ; 一种不同流体作用下岩石摩擦强度测量装置, 2016-08-24, 中国, 201510350896 .0 (发明专利)
3. 王小琼; 葛洪魁; 王剑波; 孙悦悦; 吴珊 ; 岩石直剪摩擦实验用调平装置, 2017-06-09, 中国,201710033512 .1 (发明专利)
4. 孟范宝; 葛洪魁; 闫伟; 吴珊; 王小琼; 王剑波; 陈浩; 常龙; 刘庆 ; 一种适用于针型探头声发射定位的实验夹具, 2016-06-08, 中国, 201620010166.6 (实用新型专利)
5. 孟范宝; 葛洪魁; 闫伟; 杨柳; 吴珊; 王小琼; 申颍浩; 刘敦卿; 刘峻峡 ; 一种用于评价岩屑基质自发渗吸能力的测试装置, 2016-06-29, 中国, 201620025738.8 (实用新型专利)
6. 刘庆; 葛洪魁; 闫伟; 王剑波; 刘敦卿; 刘峻嵘; 金璨; 吴珊 ; 一种利用超声波探测岩石各向异性的简易实验装置, 2016-06-29, 中国, 201620065920.6 (实用新型专利)
7. 刘峻嵘; 葛洪魁; 闫伟; 王剑波; 刘庆; 刘敦卿; 金璨; 吴珊 ; 便携式剪切滑移测量装置, 2016-04-06, 中国, 201520983720.4 (实用新型专利)