水平页岩气井FAST监测生产动态评价新方法

doi:10.11885/j.issn.1674-5086.2024.11.28.31

西南石油大学学报(自然科学版) ›› 2025, Vol. 47 ›› Issue (5): 75-84.DOI: 10.11885/j.issn.1674-5086.2024.11.28.31

水平页岩气井FAST监测生产动态评价新方法

陈猛¹, 赖强², 董国敏³, 刘恒³, 刘向君¹, 李政澜¹

1. 西南石油大学地球科学与技术学院, 四川成都 610500;
2. 中国石油西南油田分公司勘探开发研究院, 四川成都 610041;
3. 中国石油集团测井有限公司西南分公司, 重庆渝北 400021

收稿日期:2024-11-28 发布日期:2025-11-04
通讯作者: 陈猛，E-mail:chenmengyzu@163.com
作者简介:陈猛，1986生，男，汉族，湖北随州人，副研究员，博士（后），主要从事油气田开发过程生产测井方法原理、资料处理解释及综合评价应用研究。E-mail: chenmeng@swpu.edu.cn
赖强，1979年生，男，汉族，重庆璧山人，高级工程师，硕士，主要从事测井资料处理和解释方法等方面的研究工作。E-mail:laiqiang@petrochina.com.cn
董国敏，1975年生，男，汉族，四川盐亭人，高级工程师，主要从事测井资料采集及管理工作。E-mail:donguom@cnpc.com.cn
刘恒，1972年生，男，汉族，四川泸州人，高级工程师，主要从事油气田开发过程生产测井评价工作。E-mail: slclhe@126.com
刘向君，1969年生，女，汉族，四川资中人，教授，博士研究生导师，主要从事岩石力学及岩石物理、井壁稳定和防砂完井、测井交叉方面的教学与研究工作。E-mail:liuxi-angjunswpi@163.com
李政澜，1992年生，男，汉族，四川仁寿人，实验师，主要从事微观流动理论、油气藏数值模拟、二氧化碳封存理论以及微观岩芯实验等方面的研究。E-mail: lizhenglanswpu@163.com
基金资助:
四川省科技教育联合基金面上项目（2024NSFSC1998）；国家自然科学基金（41804141，52204051）

Evaluation of Production Performance in Horizontal Shale Gas Wells Based on Flow Array Sensing Tool Monitoring

CHEN Meng¹, LAI Qiang², DONG Guomin³, LIU Heng³, LIU Xiangjun¹, LI Zhenglan¹

1. School of Geoscience and Technology, Southwest Petroleum University, Chengdu, Sichuan 610500, China;
2. Research Institute of Exploration and Development, Southwest Oilfield Company, PetroChina, Chengdu, Sichuan 610041, China;
3. Southwest Branch, China National Logging Corporation, Yubei, Chongqing 400021, China

Received:2024-11-28 Published:2025-11-04

摘要/Abstract

摘要： 水平井产出剖面测井是评价非常规气藏开发生产动态的关键技术手段，准确定量各生产层气水产量是指导气藏开发方案优化调整的关键基础。采用不同于现有MAPS和FSI的阵列式光电扫描测井仪（FAST）监测资料为切入点开展研究，通过分析阵列涡轮流量、阵列多普勒流量、阵列电导持水率和阵列光纤持气率响应，反演井筒气水介质分布，针对性建立考虑阵列仪器旋转的径向投影中点切分面积权系数计算新方法，实现水平井平均流体速度、平均持气率和持水率的高精度定量计算。以四川盆地页岩气水平压裂井QH1井两种工作制度下的实测资料开展应用研究，综合对比表明，建立的方法模型计算得到全流量层气水分相流量与井口计量误差小于6.5%，单层气水产量与储层特征匹配较好，较好满足了非常规气藏水平井生产动态评价及压裂效果评价需求。

关键词: 水平井, 气水两相, 阵列式光电扫描测井, 产出剖面, 生产动态

Abstract: Production profile logging in horizontal wells is a key technique means to evaluate the development and production performance for unconventional gas reservoirs, and accurate quantification of gas and water production in each production layer is the key basis for guiding the optimization and adjustment of gas reservoir development. A new logging system, flow array sensing tool(FAST), which is different from the existing production logging tools such as MAPS and FSI, was introduced for research. By analyzing the response characteristics of array turbine flow, ultrasonic flow, array conductivity and optical fiber holdup curves, a comprehensive quantitative calculation method for fluid velocity based on array turbine flow rate and ultrasonic flow rate and gas and water holdup based on array conductivity and optical fiber holdup data were established. Case study has been carried out based on the measured curves under 2 working systems for fracturing shale gas horizontal Well QH1 from Sichuan basin. Comprehensive comparison shows that the gas and water production of each production layer calculated based on the proposed method is more matched with the actual reservoir characteristics, and the relative errors between the gas and water production of the full flow layer and wellhead is less than 6.5%, which shows that this new method can better meet the requirements for production performance evaluation and fracturing effect evaluation of horizontal wells in unconventional gas reservoirs.

Key words: horizontal well, gas and water phase, flow array sensing tool, production profile, production performance

中图分类号:

TE33+2

陈猛, 赖强, 董国敏, 刘恒, 刘向君, 李政澜. 水平页岩气井FAST监测生产动态评价新方法[J]. 西南石油大学学报(自然科学版), 2025, 47(5): 75-84.

CHEN Meng, LAI Qiang, DONG Guomin, LIU Heng, LIU Xiangjun, LI Zhenglan. Evaluation of Production Performance in Horizontal Shale Gas Wells Based on Flow Array Sensing Tool Monitoring[J]. Journal of Southwest Petroleum University(Science & Technology Edition), 2025, 47(5): 75-84.

0
/ / 推荐

导出引用管理器 EndNote|Ris|BibTeX

链接本文: http://journal15.magtechjournal.com/Jwk_xnzk/CN/10.11885/j.issn.1674-5086.2024.11.28.31

http://journal15.magtechjournal.com/Jwk_xnzk/CN/Y2025/V47/I5/75

参考文献

[1] 孙龙德,邹才能,贾爱林,等. 中国致密油气发展特征与方向[J]. 石油勘探与开发, 2019, 46(6):10151026. doi:10.11698/PED.2019.06.01 SUN Longde, ZOU Caineng, JIA Ailin, et al. Development characteristics and orientation of tight oil and gas in China[J]. Petroleum Exploration and Development, 2019, 46(6):1015-1026. doi:10.11698/PED.2019.06.01
[2] 葛忠伟,史洪亮,周桦,等. 川南寒武系筇竹寺组拉张槽边缘型页岩气地质特征及富集高产地质因素研究[J]. 非常规油气, 2025, 12(1):1929. doi:10.19901/j.fcgyq.2025.01.03 GE Zhongwei, SHI Hongliang, ZHOU Hua, et al. Geological characteristics of shale gas and research on enrichment and high production geological factors at edge of tensional trough of Cambrian Qiongzhusi Formation in southern Sichuan[J]. Unconventional Oil & Gas, 2025, 12(1):19-29. doi:10.19901/j.fcgyq.2025.01.03
[3] 袁士义,雷征东,李军诗,等. 陆相页岩油开发技术进展及规模效益开发对策思考[J]. 中国石油大学学报(自然科学版), 2023, 47(5):1324. doi:10.3969/j.issn.1673- 5005.2023.05.002 YUAN Shiyi, LEI Zhengdong, LI Junshi, et al. Progress in technology for the development of continental shale oil and thoughts on the development of scale benefits and strategies[J]. Journal of China University of Petroleum (Edition of Natural Science), 2023, 47(5):13-24. doi:10.3969/j.issn.1673-5005.2023.05.002
[4] 刘鸿渊,蒲萧亦,张烈辉, 等. 中国页岩气效益开发:理论逻辑、实践逻辑与展望[J]. 天然气工业, 2023, 43(4):177183. doi:10.3787/j.issn.1000-0976.2023.04.017 LIU Hongyuan, PU Xiaoyi, ZHANG Liehui, et al. Beneficial development of shale gas in China:Theoretical logic, practical logic and prospect[J]. Natural Gas Industry, 2023, 43(5):177-183. doi:10.3787/j.issn.1000-0976.2023.04.017
[5] 邹才能,赵群,王红岩,等. 中国海相页岩气主要特征及勘探开发主体理论与技术[J]. 天然气工业, 2022, 42(8):113. doi:10.3787/j.issn.1000-0976.2022.08.001 ZOU Caineng, ZHAO Qun, WANG Hongyan, et al. The main characteristics of marine shale gas and the theory & technology of exploration and development in China[J]. Natural Gas Industry, 2022, 42(8):1-13. doi:10.3787/j.issn.1000-0976.2022.08.001
[6] 孙龙德, 张鹏程, 江航, 等. 油气安全与能源转型的新趋势[J]. 世界石油工业, 2024, 31(1):615. doi:10.20114/j.issn.1006-0030.20231223001 SUN Longde, ZHANG Pengcheng, JIANG Hang, et al. New trends in oil and gas security and energy transition[J]. World Petroleum Industry, 2024, 31(1):6-15. doi:10.20114/j.issn.1006-0030.20231223001
[7] 何延龙,黄海,唐梅荣,等. 体积压裂缝端压差对页岩储层排驱效果的影响机制[J]. 中国石油大学学报(自然科学版), 2024, 48(6):114122. doi:10.3969/j.issn.1673- 5005.2024.06.012 HE Yanlong, HUANG Hai, TANG Meirong, et al. Influence mechanisms of pressure difference in fracture ends on dynamic imbibition and displacement in shale reservoirs[J]. Journal of China University of Petroleum (Edition of Natural Science), 2024, 48(6):114-122. doi:10.3969/j.issn.1673-5005.2024.06.012
[8] 张楠,邓又文,严仁田,等. 页岩气水平井生产动态模型及其应用[J]. 西安石油大学学报(自然科学版), 2024, 39(5):2734. doi:10.3969/j.issn.1673-064X.2024.05.004 ZHANG Nan, DENG Youwen, YAN Rentian, et al. Dynamic production model of horizontal shale gas wells and its application[J]. Journal of Xi'an Shiyou University (Natural Science Edition), 2024, 39(5):27-34. doi:10.3969/j.issn.1673-064X.2024.05.004
[9] 江锚,张丽平,周俊,等. 海上低渗油藏体积压裂可行性研究[J]. 非常规油气, 2024, 11(3):130138. doi:10.19901/j.fcgyq.2024.03.16 JIANG Mao, ZHANG Liping, ZHOU Jun, et al. Feasibility study of volume fracturing in offshore low-permeability reservoir[J]. Unconventional Oil & Gas, 2024, 11(3):130- 138. doi:10.19901/j.fcgyq.2024.03.16
[10] 廖凯,李俊杰,谢勃勃,等. 吉木萨尔页岩水力压裂后渗吸采油潜力分析[J]. 西安石油大学学报(自然科学版), 2023, 38(2):6876. doi:10.3969/j.issn.1673- 064X.2023.02.009 LIAO Kai, LI Junjie, XIE Bobo, et al. Study on imbibition oil recovery potential of Jimusar shale after hydraulic fracturing[J]. Journal of Xi'an Shiyou University (Natural Science Edition), 2023, 38(2):68-76. doi:10.3969/j.issn.1673-064X.2023.02.009
[11] 魏明强,王浩,段永刚,等. 考虑段间SRV非均质性的海陆过渡相页岩气压裂水平井产出剖面预测模型[J]. 天然气工业, 2023, 43(8):8089. doi:10.3787/j.issn.1000-0976.2023.08.007 WEI Mingqiang, WANG Hao, DUAN Yonggang, et al. Production profile prediction model of fractured marineterrestrial transitional facies shale gas horizontal wells considering SRV heterogeneity between different sections[J]. Natural Gas Industry, 2023, 43(8):80-89. doi:10.3787/j.issn.1000-0976.2023.08.007
[12] 滕柏路,郭为,曾晶莹,等. 页岩气井生产剖面分析及预测模型[J]. 断块油气田, 2023, 30(4):586592. doi:10.6056/dkyqt202304009 TENG Bailu, GUO Wei, ZENG Jingying, et al. An analysis and prediction model of production profile in shale gas well[J]. Fault-Block Oil and Gas Field, 2023, 30(4):586-592. doi:10.6056/dkyqt202304009
[13] 贾品,潘泉羽,于书新,等. 页岩储层压后油水排采动态解释模型及矿场应用[J]. 油气地质与采收率, 2024, 31(6):127139. doi:10.13673/j.pgre.202302011 JIA Pin, PAN Quanyu, YU Shuxin, et al. Interpretation model and field application of dynamic oil-water flow-back and production of shale reservoirs after fracturing[J]. Petroleum Geology and Recovery Efficiency, 2024, 31(6):127-139. doi:10.13673/j.pgre.202302011
[14] 邸德家,庞伟,毛军,等. 水平井产出剖面测试技术现状及发展建议[J]. 石油钻采工艺, 2022, 44(1):5662. doi:10.13639/j.odpt.2022.01.009 DI Dejia, PANG Wei, MAO Jun, et al. Status and development suggestion of horizontal-well production profile testing technologies[J]. Oil drilling & Production Technology, 2022, 44(1):56-62. doi:10.13639/j.odpt.2022.01.009
[15] 杜焕福,王春伟,杨金莉,等. 页岩油录井评价技术发展历程及应用现状——以济阳坳陷沙河街组为例[J]. 断块油气田, 2024, 31(6):10061013. doi:10.6056/dkyqt202406009 DU Huanfu, WANG Chunwei, YANG Jinli, et al. Development history and application status of shale oil logging evaluation technology:Taking Shahejie Formation in Jiyang Depression as an example[J]. Fault-Block Oil and Gas Field, 2024, 31(6):1006-1013. doi:10.6056/dkyqt- 202406009
[16] 任佳伟,白晓虎,卜军,等. 超低渗油藏水平井井间干扰影响因素分析及井距优化[J]. 非常规油气, 2024, 11(4):7988. doi:10.19901/j.fcgyq.2024.04.09 REN Jiawei, BAI Xiaohu, BU Jun, et al. Analysis of influencing factors of horizontal well interwell interference andwell spacing optimization in ultra-low permeability reservoir[J]. Unconventional Oil & Gas, 2024, 11(4):79-88. doi:10.19901/j.fcgyq.2024.04.09
[17] 魏杰,李小雪,崔旭瑶,等. 致密油起伏水平井多段裂缝非均匀流入规律研究[J]. 非常规油气, 2024, 11(4):97105. doi:10.19901/j.fcgyq.2024.04.11 WEI Jie, LI Xiaoxue, CUI Xuyao, et al. Research on nonuniform inflow pattern of multistage fractured undulating horizontal wells in tight oil reservoirs[J]. Unconventional Oil & Gas, 2024, 11(4):97-105. doi:10.19901/j.fcgyq.2024.04.11
[18] 贾承造,王祖纲,姜林,等. 中国油气勘探开发成就与未来潜力:深层、深水与非常规油气专访中国科学院院士、石油地质与构造地质学家贾承造[J]. 世界石油工业, 2023, 30(3):18. doi:10.20114/j.issn.1006- 0030.20230626001 JIA Chengzao, WANG Zugang, JIANG Lin, et al. Achievements and future potential for oil & gas exploration and development in China:deep-formation, deepwater and unconventional reservoirs Interview with JIA Chengzao, academician of the CAS, geologist in petroleum geology and structure[J]. World Petroleum Industry, 2023, 30(3):1-8. doi:10.20114/j.issn.1006-0030.202306- 26001
[19] DI Dejia, PANG Wei, MAO Jun, et al. Production logging application in Fuling shale gas play in China[C]. SPE 182385-MS, 2016. doi:10.2118/182385-MS
[20] 尹国平,刘恒,邹岳元,等. 生产测井阵列成像仪在水平井的应用[J]. 石油管材与仪器, 2016, 2(6):5962, 66. doi:10.19459/j.cnki.61-1500/te.2016.06.017 YIN Guoping, LIU Heng, ZOU Yueyuan, et al. Application of array image tools of production logging in horizontal wells[J]. Petroleum Tubular Goods & Instruments, 2016, 2(6):59-62, 66. doi:10.19459/j.cnki.61-1500/te.2016.06.017
[21] 秦羽乔,石文睿,石元会,等. 涪陵页岩气田水平井产气剖面测井技术应用试验[J]. 天然气勘探与开发, 2016, 39(4):1822. doi:10.3969/j.issn.1673- 3177.2016.04.005 QIN Yuqiao, SHI Wenrui, SHI Yuanhui, et al. Experimental study on producing profile logging for horizontal wells, Fuling Shale-gas Field[J]. Natural Gas Exploration & Development, 2016, 39(4):18-22. doi:10.3969/j.issn.1673- 3177.2016.04.005
[22] 庞伟,邸德家,张同义,等. 页岩气井产出剖面测井资料分析及应用[J]. 地球物理学进展, 2018, 33(2):700706. doi:10.6038/pg2018AA0443 PANG Wei, DI Dejia, ZHANG Tongyi, et al. Analysis and application of production logging data in shale gas well[J]. Progress in Geophysics, 2018, 33(2):700-706. doi:10.6038/pg2018AA0443
[23] 王成荣,刘春辉,宋煜,等. MAPS阵列成像水平井产气剖面测井技术及其应用——以昭通国家级页岩气示范区为例[J]. 天然气工业, 2021, 41(S1):9499. WANG Chengrong, LIU Chunhui, SONG Yu, et al. Gas production profile logging technology of horizontal well with MAPS array imaging and its application in Zhaotong National Shale Gas Demonstration Area[J]. Natural Gas Industry, 2021, 41(S1):94-99.
[24] 闫正和. 水平井产出剖面监测新方法[J]. 油气井测试, 2022, 31(2):4956. doi:10.19680/j.cnki.1004- 4388.2022.02.009 YAN Zhenghe. New methods for monitoring the production profile of horizontal wells[J]. Well Testing, 2022, 31(2):49-56. doi:10.19680/j.cnki.1004-4388.2022.02.009
[25] CHACE D, WANG Jianrong, MIRZWINSKI R, et al. Applications of a new multiple sensor production logging system for horizontal and highly-deviated multiphase producers[C]. SPE 63141-MS, 2000. doi:10.2118/63141-MS
[26] WEI Yong, YU Houquan, CHEN Qiang, et al. A novel conical spiral transmission line sensor-array water holdup detection tool achieving full scale and low error measurement[J]. Sensors, 2019, 19:4140. doi:10.3390/s19194140
[27] 李海涛,罗红文,向雨行,等. 基于DTS的页岩气水平井人工裂缝识别与产出剖面解释方法[J]. 天然气工业, 2021, 41(5):6675. doi:10.3787/j.issn.1000- 0976.2021.05.007 LI Haitao, LUO Hongwen, XIANG Yuxing, et al. DTS based hydraulic fracture identification and production profile interpretation method of horizontal well[J]. Natural Gas Industry, 2021, 41(5):66-75. doi:10.3787/j.issn.1000-0976.2021.05.007
[28] 罗红文,向雨行,李海涛,等. 页岩气水平井分布式光纤温度监测高效反演解释方法[J]. 中国石油大学学报(自然科学版), 2023, 47(3):115121. doi:10.3969/j.issn.1673-5005.2023.03.013 LUO Hongwen, XIANG Yuxing, LI Haitao, et al. An efficient inversion interpretation method for distributed temperature measurement of horizontal wells in shale gas reservoirs[J]. Journal of China University of Petroleum (Edition of Natural Science), 2023, 47(3):115-121. doi:10.3969/j.issn.1673-5005.2023.03.013
[29] 刘军锋,许亚重,吴沁轩. 电容和电阻环形阵列探头的持率流动成像分析[J]. 地球物理学进展, 2018, 33(5):21412147. doi:10.6038/pg2018BB0431 LIU Junfeng, XU Yazhong, WU Qinxuan. Holdup flow imaging analysis for capacitance and resistance ring array probes[J]. Progress in Geophysics, 2018, 33(5):2141- 2147. doi:10.6038/pg2018BB0431
[30] 陈猛,谢韦峰,张煜,等. 水平井油水两相流阵列电磁波持水率计算方法及应用[J]. 油气藏评价与开发, 2023, 13(4):505512. doi:10.13809/j.cnki.cn32- 1825/te.2023.04.012 CHEN Meng, XIE Weifeng, ZHANG Yu, et al. Methods and application for water holdup calculation and flowing image based on array electromagnetic wave instrument in horizontal water-oil wells[J]. Petroleum Reservoir Evaluation and Development, 2023, 13(4):505-512. doi:10.13809/j.cnki.cn32-1825/te.2023.04.012
[31] LIAO L, ZHU D, YOSHIDA N, et al. Interpretation of array production logging measurements in horizontal wells for flow profile[C]. SPE 166502-MS, 2013. doi:10.2118/166502-MS
[32] FRISCH G, PERKINS T, QUIREIN J. Integrating wellbore flow images with a conventional production log interpretation method[C]. SPE 77782-MS, 2002. doi:10.2118/77782-MS
[33] OUYANG Liangbiao, AZIZ K. A homogeneous model for gas-liquid flow in horizontal wells[J]. Journal of Petroleum Science & Engineering, 2000, 27(3):119-128. doi:10.1016/S0920-4105(00)00053-X
[34] 翟路生,金宁德,郑希科,等. 水平井生产测井组合仪模拟井测量数据分析与模型建立[J]. 地球物理学报, 2012, 55(4):14111421. doi:10.6038/j.issn.0001- 5733.2012.04.037 ZHAI Lusheng, JIN Ningde, ZHENG Xike, et al. The analysis and modelling of measuring data acquired by using combination production logging tool in horizontal simulation well[J]. Chinese Journal of Geophys, 2012, 55(4):1411-1421. doi:10.6038/j.issn.0001-5733.2012.04.037
[35] 宋红伟,郭海敏,戴家才. 水平井生产测井气水两相流流型试验分析[J]. 石油天然气学报, 2011, 33(12):96101. doi:10.3969/j.issn.1000-9752.2011.12.020 SONG Hongwei, GUO Haimin, DAI Jiacai. Experimental analysis of gas-water flow pattern during production well logging in horizontal wells[J]. Journal of Oil and Gas Technology, 2011, 33(12):96-101. doi:10.3969/j.issn.1000-9752.2011.12.020
[36] RASSAME S, HIBIKI T. Drift-flux correlation for gasliquid two-phase flow in a horizontal pipe[J]. International Journal of Heat and Fluid Flow, 2018, 69:33-42. doi:10.1016/j.ijheatfluidflow.2017.11.002
[37] 戴家才,郭海敏,张晓岗,等. 水平井产气剖面测井工艺及资料解释方法初探[J]. 石油天然气学报, 2007, 29(4):97100. doi:10.3969/j.issn.1000-9752.2007.04.019 DAI Jiacai, GUO Haimin, ZHANG Xiaogang, et al. Preliminary study on gas production profile logging technology and data interpretation method used in horizontal wells[J]. Journal of Oil and Gas Technology, 2007, 29(4):97-100. doi:10.3969/j.issn.1000-9752.2007.04.019
[38] ABBASSI L, TAVERNIER E, DONZIER E, et al. Efficiency improvements in production profiling using ultracompact flow arraysensing technology[J]. Petrophysics, 2018, 59(4):457-488. doi:10.30632/PJV59V4-2018a3
[39] DONOVAN G, KAMATH S, TANIS E, et al. Third generation production logging technologies enhance inflow profiling in deepwater Gulf of Mexico reservoirs[C]. SPE 196188-MS, 2019. doi:10.2118/196188-MS
[40] 刘厚武,康晓泉,薛宗安. 多相阵列生产测井仪MAPS与井温测井在大斜度井筛管完井中的综合应用[J]. 国外测井技术, 2018, 39(5):2428. LIU Houwu, KANG Xiaoquan, XUE Zongan. Composite applications of multiple array production suite and temperature log in highly deviated wells completed with screen[J]. World Well Logging Technology, 2018, 39(5):24-28.
[41] 邹顺良,杨家祥,胡中桂,等. FSI产出剖面测井技术在涪陵页岩气田的应用[J]. 测井技术, 2016, 40(2):209213. doi:10.16489/j.issn.1004-1338.2016.02.017 ZOU Shunliang, YANG Jiaxiang, HU Zhonggui, et al. Application of FSI production profile logging technique in Fuling shale gas field[J]. Well Logging Technology, 2016, 40(2):209-213. doi:10.16489/j.issn.1004-1338.2016.02.017

水平页岩气井FAST监测生产动态评价新方法

Evaluation of Production Performance in Horizontal Shale Gas Wells Based on Flow Array Sensing Tool Monitoring

RichHTML

PDF (PC)

可视化

摘要/Abstract

引用本文

使用本文

参考文献

相关文章 15

编辑推荐

Metrics

本文评价

[1]	赵艾琳, 程路, 唐玉林, 吴煜宇, 黄宏. 三维远场声波成像在碳酸盐岩井旁反射体识别中的应用[J]. 西南石油大学学报(自然科学版), 2025, 47(5): 13-23.
[2]	王峻峰, 王兴文, 任冀川, 何颂根, 管晨呈. 川西气田长水平井定点分流酸压工艺及应用[J]. 西南石油大学学报(自然科学版), 2025, 47(5): 85-98.
[3]	何佑伟, 陈樟池, 汤勇, 赵国庆, 吴柯宇. 压裂水平井多井干扰数值试井分析[J]. 西南石油大学学报(自然科学版), 2025, 47(4): 96-112.
[4]	肖晓华, 韩硕, 赵建国, 王国荣. 水平井均衡采油流体控制阀调控规律研究[J]. 西南石油大学学报(自然科学版), 2025, 47(4): 155-164.
[5]	唐晓旭, 王成, 韩晓冬, 苑玉静, 任磊. 海上水平井蒸汽驱泡沫堵调技术研究与应用[J]. 西南石油大学学报(自然科学版), 2025, 47(3): 179-186.
[6]	闫建平, 来思俣, 郭伟, 廖茂杰, 黄毅. 压裂施工曲线应用于深层页岩气水平井裂缝评价[J]. 西南石油大学学报(自然科学版), 2024, 46(5): 1-18.
[7]	罗静超, 闫建平, 石学文, 钟光海, 郑马嘉. 深层页岩气水平井双层靶体优选及效益评估[J]. 西南石油大学学报(自然科学版), 2024, 46(3): 37-49.
[8]	钟成旭, 李道雄, 李郑涛, 谢刚, 张震. 渝西区块龙马溪组强封堵油基钻井液技术研究[J]. 西南石油大学学报(自然科学版), 2024, 46(2): 103-113.
[9]	唐晓旭, 裴柏林, 赵威. 小角度燕尾型同层侧钻水平井分段控水策略[J]. 西南石油大学学报(自然科学版), 2024, 46(1): 97-104.
[10]	张涛, 孙天礼, 陈伟华, 朱国, 汪旭东. 不同孔-缝-洞组合碳酸盐岩储层气水两相孔隙尺度流动模拟[J]. 西南石油大学学报(自然科学版), 2023, 45(5): 88-96.
[11]	祝效华, 李瑞, 刘伟吉, 李枝林, 陆灯云. 深层页岩气水平井高效破岩提速技术发展现状[J]. 西南石油大学学报(自然科学版), 2023, 45(4): 1-18.
[12]	刘成林, 任杨, 裴柏林, 赵威. 均衡流量控水完井技术的控水效果评价方法[J]. 西南石油大学学报(自然科学版), 2023, 45(4): 94-102.
[13]	宋显民, 兰少坤, 王兴, 田晶蒙, 宋利彬. 水平井调流控水完井技术及优化设计方法[J]. 西南石油大学学报(自然科学版), 2022, 44(5): 166-174.
[14]	马先林, 周德胜, 蔡文斌, 李宪文, 何明舫. 基于可解释机器学习的水平井产能预测方法[J]. 西南石油大学学报(自然科学版), 2022, 44(4): 81-90.
[15]	刘涛, 刘飞航, 马都都, 郭玲, 吴越. 基于有限元的南缘高泉试验水平井稳定性评价[J]. 西南石油大学学报(自然科学版), 2022, 44(4): 91-99.