主要教科研成果 Achievements |
主讲本科生《应用地球物理学原理》、《C语言程序设计（双语）》、《计算方法》等课程。主要研究领域为数字岩石物理、非常规油气测井评价与脉冲中子测井剩余油评价。目前已承担国家自然科学基金项目2项，国家工程实验室开放基金1项，教育部重点实验室青年团队项目1项、开放基金1项；参与国家自然科学基金项目多项。获得湖北省科技进步三等奖一项，中国石油和化工自动化应用协会科技进步二等奖一项。以第一作者或通讯作者身份在《Tectonophysics》、《Journal of Petroleum Science and Engineering》等国内外学术期刊发表学术论文30余篇。主要成果如下：1. 提出建立页岩多组分多尺度数字岩心模型的数学方法和人工智能方法；2. 基于数字岩心研究了页岩、煤岩、碳酸盐岩的导电性和弹性性质敏感性；3. 基于岩石物理研究，提出了新的页岩TOC、吸附气含量、含油性评价模型以及致密砂岩、碳酸盐岩岩性评价模型；4. 提出了基于超声成像测井建立井周孔隙度谱的方法；利用成像测井探明了汶川科学钻探井下的裂缝分布特征和地应力方向；5. 研发了脉冲中子全能谱谱处理及饱和度剩余油测井评价软件。 My main courses for undergraduate students are "Principles of Applied Geophysics", "C Language Programming (bilingual)", "Numerical Analysis". My main research fields include digital rock physics, unconventional oil and gas logging evaluation and pulsed neutron logging remaining oil evaluation. At present, I have undertaken 2 projects of the National Natural Science Foundation, 1 open fund of the National Engineering Laboratory, 1 youth team project and 1 open fund of the Key Laboratory of the Ministry of Education; Participated in a number of National Natural Science Foundation projects. I won a third prize of science and technology progress of Hubei Province and a second prize of science and technology progress of China Petroleum and Chemical Automation Application Association. As the first author or corresponding author, I have published more than 30 academic papers in academic journals at home and abroad such as "Tectonophysics", "Journal of Petroleum Science and Engineering". The main achievements are as follows: 1. Put forward the mathematical method and artificial intelligence method to establish the multi-component and multi-scale digital core model of shale. 2. The conductivity and elastic sensitivity of shale, coal rock and carbonate rock are studied based on digital core. 3. Based on petrophysical studies, new evaluation models of TOC, adsorbed gas content and oil content of shale and lithology evaluation models of tight sandstone and carbonate rock are proposed. 4. The method of establishing wellbore porosity spectrum based on ultrasonic imaging logging is proposed. The characteristics of fracture distribution and the direction of in-situ stress in Wenchuan scientific drilling well are proved by using imaging logging. 5. Developed pulsed neutron full energy spectrum processing and saturation residual oil logging evaluation software. 主要授权发明专利： Patents: 聂昕; 万宇; 张超谟; 张占松; 张冲; 方思南; 一种页岩气储层吸附气含量的检测方法及装置, 2022-12-13, 中国, ZL202110242427.2 万宇; 聂昕; 张超谟; 张占松; 张冲; 方思南; 一种利用测井资料计算页岩油储层含油量的方法, 2023-7-25, 中国, ZL202110785316.6 路菁; 聂昕; 张超谟; 李军; 邹友龙; 王培麟; 一种利用测井资料计算页岩油储层含油量的方法, 2024-05-07, 中国, ZL202010897610.1 发表论文（第一作者或通讯作者）： Papers: Nie Xin, Zou CC, Pan L, Huang ZH, Liu DM, Fracture analysis and determination of in-situ stress direction from resistivity and acoustic image logs and core data in the Wenchuan Earthquake Fault Scientific Drilling Borehole-2 (50-1370m). Tectonophysics, 2013, v593c:161-171, SCI检索，中科院二区 Nie Xin, Zou CC, Li ZH, Meng XH, Qi XH, Numerical simulation of the electrical properties of shale gas reservoir rock based on digital core, Journal of Geophysics and Engineering, 2016. 13(4):481-490, SCI检索，中科院三区 Nie Xin, Wan Y, and Bie F, Dual-shale-content method for total organic carbon content evaluation from wireline logs in organic shale. Open Geosciences, 2017, 9:133–137, SCI检索 Zhang J, Nie Xin*, Xiao S, Zhang C, Zhang C, Zhang Z, Generating porosity spectrum of carbonate reservoirs using ultrasonic imaging log. Acta Geophysica, 2018, 66(2): 191-201, SCI检索 Wei Y, Nie Xin*, Jin L, Zhang C, Zhang C, Zhang Z, Investigation of sensitivity of shale elastic properties to rock components based on a digital core technology and finite element method. Arabian Journal of Geosciences, 2018, (11): 224, SCI检索 Nie Xin, Zhang C, Wang C, Nie S, Zhang J, Zhang C, Variable secondary porosity modeling of carbonate rocks based on μ-CT images. Open Geosciences, 2019, 11(1): 617-626, SCI检索 Nie Xin, Lu J, Djaroun RR, Wang P, Li J, Zhang C, Oil content prediction of lacustrine organic-rich shale from wireline logs: A case study of intersalt reservoirs in the Qianjiang Sag, Jianghan Basin, China. Interpretation, 2020, 8(3), SL78–SL88, SCI检索 Andhumoudine AB, Nie Xin*, Zhou QB, Yu J, Kane OI, Jin LD, Djaroun RR, Investigation of coal elastic properties based on digital core technology and finite element method. Advances in Geo-Energy Research, 2021, 5(1): 53-63, EI检索，中科院一区 Nie Xin, Wan Y, Gao D, Zhang CM, Zhang ZS, Evaluation of the in-place adsorbed gas content of organic-rich shales using wireline logging data: a new method and its application. Frontiers of Earth Science, 2021, 15: 301–309, SCI检索，中科院三区 Nie Xin, Lu J, Chi JY, Wang PL, Zhang CM, Oil Content Prediction Method Based on the TOC and Porosity of Organic-Rich Shales from Wireline Logs: A Case Study of Lacustrine Intersalt Shale Plays in Qianjiang Sag, Jianghan Basin, China. Geofluids, 2021, 9989866, SCI检索，中科院三区 Wang Z, Nie Xin*, Zhang C, Wang M, Zhao J, Jin L, Lithology classification and porosity estimation of tight gas reservoirs with well logs based on an equivalent multi-component model. Frontiers in Earth Science, 2022, 10: 850023, SCI检索，中科院三区 Yin SL, Feng KY, Nie Xin*, Chen Q, Liu Y, Wang PL. Characterization of marine shale in Western Hubei Province based on unmanned aerial vehicle oblique photographic data. Advances in Geo-Energy Research, 2022, 6(3): 252-263, EI检索，中科院一区 Li BK, Nie Xin*, Cai JC, Zhou XQ, Wang CC, Han DL. U-Net model for multi-component digital rock modeling of shales based on CT and QEMSCAN images. Journal of Petroleum Science and Engineering, 2022, 216: 110734. SCI 检索，中科院一区，ESI高被引论文 Li X., Li B., Liu F., Li T., Nie Xin*. Advances in the application of deep learning methods to digital rock technology. Advances in Geo-Energy Research, 2023, 8(1): 5-18. EI 检索，中科院一区，封面论文，本科生一作（大创项目成果） Sun P., Ge L., Liu Y., Li B., Nie Xin*, Modeling of multi-mineral-component digital core based on Res-Unet, Journal of Geophysics and Engineering, 2023, gxad024, SCI检索，中科院三区 Hou Y., Liu D., Zhao T., Zhou J., Tian L., Kou X., Zhu B., Nie Xin*. Numerical Simulation of Electrical Properties of Carbonate Reservoirs Using Digital Rocks. Processes 2023, 11, 2214, SCI检索，中科院三区 Zhou Y., Chang D., Zheng J., Zhu D., Nie Xin*. A Fast Workflow for Automatically Extracting the Apparent Attitude of Fractures in 3-D Digital Core Images. Processes 2023, 11, 2517, SCI检索，中科院三区 Zhou, Y., Zhong, X., Nie, Xin*. Identification and parameter characterization of pores and fractures in shales based on multi-scale digital core data. Advances in Geo-Energy Research, 2024, 13(2): 146-160. EI 检索，中科院一区 聂昕，邹长春，肖昆，徐晋，牛一雄，孔广胜．汶川地震断裂带科学钻探WFSD-1孔成像测井岩心空间归位.地球物理学进展，2012,(01):75-82. 中文核心 聂昕，邹长春，杨玉卿，肖昆，黄兆辉．测井技术在页岩气储层力学性质评价中的应用．工程地球物理学报，2012,(04):433-439. 聂昕, 邹长春, 孟小红, 等.页岩气储层岩石三维数字岩心建模——以导电性模型为例. 天然气地球科学, 2016,27(4):706-715. 中文核心 聂昕, 万宇, 邹长春, 张儒. 页岩气储层 w(TOC)测井评价方法对比研究. 石油天然气学报, 2016, 38(2):19-27.科技核心 魏旸,张占松,黄雨阳,周新波,李权,聂昕*. 基于归一化核极限学习机的复杂岩性储层的岩性识别方法. 贵州师范大学学报(自然科学版),2017,(02):79-83. 中文核心 崔帅飞, 张心罡, 罗建鸿, 王润涵, 聂昕*. 基于互相关的仿真算法(CCSIM)的页岩数字岩心重构. 石油天然气学报, 2019, 41(2): 8-13. 王啟, 杨添微, 刘永震, 聂昕*, 张占松，万宇．基于随机森林算法的复杂碳酸盐岩岩性识别．工程地球物理学报，2020, 17(5): 550-558. 科技核心 聂昕, 胡俊强, 万宇, 张超谟, 张占松, 基于马尔科夫链-蒙特卡洛法的碳酸盐岩三维数字岩心模型重构. 长江大学学报（自然科学版）, 2021, 18(2):28-35. 李秉科, 聂昕*, 朱林奇, 王晨晨, 林伟, 韩登林, 基于梯度惩罚-生成对抗神经网络的页岩三维数字岩心重构. 西安石油大学学报（自然科学版）, 2023, 38(2):53-60. 中文核心 邓雨薇，印森林，李秉科，聂昕*. 基于数字岩芯的致密砂岩储层孔隙结构精细表征与评价. 地质论评，2024, 70(4): 1377-1390. 中文核心 |
科研项目 Projects |
1. 国家自然科学基金面上项目，纹层状陆相页岩油储层岩石多尺度数字岩心建模及导电性研究，主持 2. 国家自然科学基金青年科学基金项目，页岩油储层岩石物理特性数值模拟研究，主持 3. 低渗透油气田勘探开发国家工程实验室开放基金，基于数字岩心的碳酸盐岩多重孔隙介质对电阻率的影响研究，主持 4. “油气资源与勘探技术”教育部重点实验室青年创新团队，非常规储层数字岩石物理及测井评价，负责人 5. 青岛市地下水资源保护与修复重点实验室开放基金，地铁隧道排水导致海水入侵评价与防治，主持 6. 非常规油气省部共建协同创新中心开放基金，基于多尺度数字岩心的页岩储层导电性模拟，主持 7. 非常规油气省部共建协同创新中心开放基金，鄂尔多斯盆地致密碳酸盐岩多尺度孔隙表征及饱和度评价研究，主持 8. “油气资源与勘探技术”教育部重点实验室开放基金，页岩油储层数字岩心建模及岩石声学特性数值模拟研究，主持 9. 长江大学地质资源与地质工程一流学科开放基金，基于多尺度数值模拟的煤层气储层弹性敏感性研究，主持 10. 页岩油国家重点实验室开放基金，盐间页岩油储层含油性参数测井评价方法研究，技术负责人 11. 国家自然科学基金面上项目，页岩气储层岩石物理学特性的实验研究，主要参加 12. 国家科技重大专项子课题，复杂碳酸盐岩储层测井评价关键技术研究与应用，主要参加 13. 纵向项目，页岩气储层非均质性一体化评价，中石油东方地球物理勘探有限责任公司，技术负责人 14. 横向项目，鄂尔多斯盆地测井资料处理，中国石油勘探开发研究院，主持 15. 横向项目，临兴-神府区块螺纹井眼校正方法研究，中联煤层气有限责任公司，技术负责人 16. 横向项目，基于岩电数字技术的威远龙马溪组上部储层甜点预测技术研究，中国石油集团川庆钻探工程有限公司，技术负责人 17. 横向项目，页岩微观储渗特征研究，中国石油集团川庆钻探工程有限公司，技术负责人 18. 横向项目，Digital rock service agreement between the Unversity of Aberdeen and Yangstze University，阿伯丁大学，技术负责人 19. 横向项目，鄂尔多斯盆地中东部本溪组泥页岩地质特征及有利目标评价，中石油长庆油田，技术负责人 20. 横向项目，川中金秋、天府地区沙溪庙组碎屑岩岩石物理实验研究，中国石油集团测井有限公司西南分公司，主要参加 21. 横向项目，致密砂岩力学特征研究与测井综合评价，中海石油（中国）有限公司北京研究中心，主要参加 22. 横向项目，潜山储层测井响应机理与裂缝定量表征方法研究，中海石油（中国）有限公司北京研究中心，主要参加 23. 横向项目，川西须家河组“甜点”形成主控因素与测井识别，中石化西南油气分公司，主要参加 24. 横向项目，基于机器学习方法的煤储层测井智能评价方法研究，中海石油（中国）有限公司北京研究中心，主要参加 1. Project of the National Natural Science Foundation of China, Study on the multi-scale digital rock modeling and conductivity of laminated continental shale oil reservoir rocks, project leader 2. Youth Science Fund Project of National Natural Science Foundation of China, Study on Numerical Simulation of Petrophysical Properties of Shale Oil Reservoirs, project leader 3. Open Fund of National Engineering Laboratory for Exploration and Development of Low-Permeability Oil & Gas Fields, research on the influence of multiple porous media of carbonate rock on resistivity based on digital core, project leader 4. Youth Innovation Team of Key Laboratory of Exploration Technologies for Oil and Gas Resources, Ministry of Education: Unconventional Reservoir Digital Petrophysics and Logging Evaluation, team leader 5. Open fund of Qingdao Key Laboratory of Groundwater Resources Protection and Restoration, Assessment and prevention of seawater intrusion caused by subway tunnel drainage, project leader 6. Open Fund for Collaborative Innovation Center of Unconventional Oil and Gas, Simulation of shale reservoir conductivity based on multi-scale digital core, project leader 7. Open Fund for Collaborative Innovation Center for Unconventional Oil and Gas, Multi-scale pore characterization and saturation evaluation of tight carbonate rocks in Ordos Basin, project leader 8. Open Fund of Key Laboratory of Exploration Technologies for Oil and Gas Resources, Ministry of Education, Digital core modeling of shale oil reservoir and numerical simulation of rock acoustic characteristics, project leader 9. Open Foundation of the first-class discipline of Geological Resources and Geological Engineering, Yangtze University, Research on elastic sensitivity of coalbed methane reservoir based on multi-scale numerical simulation, project leader |
