惠鋼?特任副研究員 油氣田開發工程/石油與天然氣工程
惠鋼
特任副研究員，碩士生導師，校青年拔尖人才
辦公室：北校區主樓A座A301
E-mail：hui.gang@cup.edu.cn; luckyhuigang@163.com
Google學術：https://scholar.google.com/citations?user=WR895_oAAAAJ&hl=zh-CN
個人簡介
惠鋼，男，博士/博士后，特任副研究員，碩士生導師，校青年拔尖人才。2021年獲卡爾加里大學石油工程專業博士學位。研究方向包括：非常規/低滲透儲層地質工程一體化、誘發地震、油田大數據與人工智能等。主持加拿大卓越研究基金國家項目子課題、國家重點實驗室開放課題、中國石油勘探開發研究院橫向課題、中國石油大學（北京）科研啟動項目等縱橫向課題十余項。發表學術論文81篇，其中以第一/通訊作者在Energy/SPE Journal /JGR /Fuel等高水平期刊發表論文44篇（一區5篇，二區9篇）。授權及申請發明專利5件，出版合著1部。擔任SCI一區期刊Petroleum Science、Advances in Geo-Energy Research青年編委，擔任Processes油氣人工智能專刊和Engeries非常規油氣開發專刊客座主編。參加SPE/AAPG/SEG/ARMA等知名學術會議并做專題報告15次。獲中國石油和化工自動化協會技術發明一等獎、中國石油和化學工業聯合會和科技進步一等獎、加拿大勘探地球物理學會先驅者獎、國家優秀自費留學生獎、加拿大阿爾伯塔省優秀畢業生獎和北京市優秀畢業生等榮譽。
研究方向
[1] 儲層基質非均質-多尺度天然縫耦合表征
[2] 四維滲流-應力場耦合模擬人工縫網擴展
[3] 非常規儲層水力壓裂及CCUS誘發地震
[4] 人工智能甜點優選、壓裂優化及產量預測
教育背景
2017.09-2021.10，加拿大卡爾加里大學，石油工程，博士
2008.09-2011.07，中國石油勘探開發研究院研究生部，油氣田開發工程，碩士
2004.09-2008.07，中國地質大學（北京），石油工程，本科
工作經歷
2022.03 -至今， 中國石油大學（北京），特任副研究員
2021.10 - 2022.03，加拿大卡爾加里大學，博士后
2014.07 - 2017.08，中國石油勘探開發研究院開發所，工程師
2011.07 - 2014.07，中國石油勘探開發研究院儲層所，助理工程師
榮獲獎勵
[1] 中國石油和化工自動化協會技術發明一等獎（2024）
[2] 中國石油大學（北京）青年拔尖人才（2022）
[3] 國家優秀自費留學生獎學金（2022）
[4] 卡爾加里大學阿爾伯塔省優秀畢業生 （2021）
[5] 加拿大勘探地球物理學會先驅者獎（2021）
[6] 卡爾加里大學化學與石油工程系優秀研究生（2020）
[7] 卡爾加里大學化學與石油工程系優秀助教（2020）
[8] 中國石油和化學工業聯合會科學技術項目科技進步一等獎（2017）
[9] 中國石油勘探開發研究院科學技術成果獎一等獎（2016）
[10] 第四屆中國油氣藏開發地質大會優秀論文（2016）
[11] 中國石油勘探開發研究院第一屆青年技能競賽一等獎（2014）
[12] 第三屆中國油氣藏開發地質大會優秀論文（2014）
[13] 中國石油勘探開發研究院第六屆青年英語學術交流會一等獎（2012）
[14] 2010年SPE亞太地區學生論文大賽優秀獎（2010）
[15] 北京市高等學校優秀畢業生（2008）
[16] 中國地質大學（北京）十佳學生（2007）
科研項目
[1] 2025/01-2025/06，基于人工智能驅動的多源數據挖掘的頁巖油低產水平井增產潛力評價，中國石油勘探開發研究院壓裂中心，主持
[2] 2024/10-2026/05，基于海量信息數據挖掘的深層頁巖氣產能主控因素及預測研究，油氣藏地質及開發工程國家重點實驗室，主持
[3] 2024/09-2025/03，瑪南風城組儲層沉積特征綜合解釋，中國石油勘探開發研究院致密油所，主持
[4] 2024/05-2026/04，超低滲透注水開發油藏水平井裂縫時變規律及滲流機理研究，低滲透油氣田勘探開發國家工程實驗室，主持
[5] 2023/01-2025/12，Duvernay頁巖壓裂誘發地震觸發機理研究，中國石油大學（北京）, 青年拔尖人才科研啟動項目，主持
[6] 2023/03-2023/10，特低滲透油藏四維地應力場與裂縫建模，中國石油勘探開發研究院開發所，主持
[7] 2022/08-2023/12，Duvernay頁巖水力壓裂誘發地震的流體-地質力學-壓裂綜合模擬研究，中國石油勘探開發研究院亞太所，主持
[8] 2017/09-2021/10， 加拿大西部盆地誘發地震預測模型開發，加拿大卓越研究基金子課題，主持
[9] 2019/09-2021/09，中東孔隙型碳酸鹽巖地質建模配套技術研究，中國石油勘探開發研究院院級課題，副課題長
[10] 2016/01-2017/08， 低滲儲層裂縫網絡表征技術，中石油“十三五”油氣田開發重大項目子課題，副課題長
[11] 2015/01-2017/08，青海昆北油田切12區檢查井綜合研究，中國石油青海油田技術服務項目，主持
[12] 2012/01-2014/12，特低滲透油藏水淹層測井評價及水淹規律研究，中國石油勘探開發研究院院級課題，專題長
部分代表性論文（第一作者）
[1] An integrated machine learning-based approach to identifying controlling factors of unconventional shale productivity. Energy. 2023, 266, 126512. https://doi.org/10.1016/j.energy.2022.126512. (SCI一區, IF=9.0)
[2] Intricate unconventional fracture networks provide fluid diffusion pathways to reactivate pre-existing faults in unconventional reservoirs. Energy. 2023, 282. 128803. https://doi.org/10.1016/j.energy.2023.128803. (SCI一區, IF=9.0)
[3] Integrated evaluations of high-quality shale play using core experiments and logging interpretations. Fuel. 2023, 341, 127679. https://doi.org/10.1016/j.fuel.2023.127679. (SCI一區, IF=7.4)
[4] A synthetical geoengineering approach to evaluate the largest hydraulic fracturing-induced earthquake in the East Shale Basin, Alberta. Petroleum Science. 2023, 20(1):460-473. https://doi.org/10.1016/j.petsci.2023.01.006. (SCI一區, IF=6.0)
[5] A machine learning-based study of multifactor susceptibility and risk control of induced seismicity in unconventional reservoirs. Petroleum Science. 2023, 20(4):2232-2243. https://doi.org/10.1016/j.petsci.2023.02.003. (SCI一區, IF=6.0)
[6] Investigation on Two Mw 3.6 and Mw 4.1 Earthquakes Triggered by Poroelastic Effects of Hydraulic Fracturing Operations near Crooked Lake, Alberta. Journal of Geophysical Research: Solid Earth. 2021, 126, e2020JB020308. https://doi.org/10.1029/2020JB020308. (SCI二區，Nature Index期刊)
[7] Comprehensive characterization and mitigation of hydraulic fracturing-induced seismicity in Fox Creek, Alberta. SPE Journal. 2021, 26(5):2736-2747. https://doi.org/10.2118/206713-PA. (SCI小類二區)
[8] An integrated approach to characterize hydraulic fracturing-induced seismicity in shale reservoirs, Journal of Petroleum Science and Engineering, 2021, 196, 107624. https://doi.org/10.1016/j.petrol.2020.107624. (SCI二區TOP)
[9] Influence of hydrological communication between basement-rooted faults and hydraulic fractures on induced seismicity: A case study. Journal of Petroleum Science and Engineering, 2021, 206, 10904. https://doi.org/10.1016/j.petrol.2021.109040. (SCI二區TOP)
[10] Production forecast for shale gas in unconventional reservoirs via machine learning approach: Case study in Fox Creek, Alberta, Journal of Natural Gas Science and Engineering, 2021, 94, 104045. https://doi.org/10.1016/j.jngse.2021.104045. (SCI二區)
[11] Insights on controlling factors of hydraulically induced seismicity in the Duvernay East Shale Basin. Geochemistry, Geophysics, Geosystems, 2021, 22, e2020GC009563. https://doi.org/10.1029/2020GC009563. (SCI二區)
[12] Role of Fluid Diffusivity in the Spatiotemporal Migration of Induced Earthquakes during Hydraulic Fracturing in Unconventional Reservoirs. Energy & Fuels, 2021, 35, 17685-17697. https://doi.org/10.1021/acs.energyfuels.1c02950. (SCI二區)
[13] Mitigating risks from hydraulic fracturing-induced seismicity in unconventional reservoirs: case study. Scientific Reports. 2022, 12, 12537. https://doi.org/10.1038/s41598-022-16693-3. (SCI二區)
[14] Strike–Slip Fault Reactivation Triggered by Hydraulic-Natural Fracture Propagation during Fracturing Stimulations near Clark Lake, Alberta. Energy & Fuels. 2024, 38, 19, 18547–18555. https://doi.org/10.1021/acs.energyfuels.4c02894. (SCI三區)
[15] An Integrated Method to Mitigate Hazards from Hydraulic Fracturing-Induced Earthquakes in the Duvernay Shale Play. SPE Reservoir Evaluation & Engineering-Formation Evaluation. 2023, 26(2): 382–391 https://doi.org/10.2118/210287-PA . (SCI三區)
[16] 流體-地質力學耦合建模表征水力壓裂誘發地震：以加拿大Fox Creek地區為例. 地球物理學報, 2021, 64(3):864-875. https://doi.org/10.6038/cjg2021O0267. (SCI三區)
部分代表性論文（通訊作者）
[1] Comprehensive Characterization of Hydraulic Fracture Propagations and Prevention of Pre-existing Fault Failure in Duvernay Shale Reservoirs. Engineering Failure Analysis. 2025, 173, 109461, https://doi.org/10.1016/j.engfailanal.2025.109461. (SCI二區)
[2] Coupled 4D Flow-Geomechanics Simulation to Characterize Dynamic Fracture Propagation in Tight Sandstone Reservoirs. ACS Omega, 2025, 10, 1, 1735-1747. https://doi.org/10.1021/acsomega.4c09805.(SCI三區)
[3] Experimental Analysis of Gas Injection Feasibility and Evaluation of Enhanced Recovery Potential in Mahu Tight Conglomerate Reservoirs. ACS Omega, 2024, 9, 46588–46599. https://doi.org/10.1021/acsomega.4c08650.(SCI三區)
會議報告
[1] Triggering Mechanisms and Mitigation Strategies of CO2 Injection-Induced Seismicity in the Canada Weyburn Field, SPE Asia Pacific CCUS Conference and Exhibition, 2025
[2] Insights On the Underlying Mechanisms of CO2 Injection-induced Seismicity In The Weyburn Oilfield, SPE Advances in Integrated Reservoir Modelling and Field Development Conference and Exhibition, 2025
[3] Tight Gas Production Prediction in the Southern Montney Play Using Machine Learning Approaches. SPE Canadian Energy Technology Conference, 2024
[4] Integrating deterministic geological model with multimodal machine learning to predict shale productivity. InterPore, 2024
[5] An Integrated Geology-Engineering Approach to Duvernay Shale Gas Development: From Geological Modeling to Reservoir Simulation. SPE Canadian Energy Technology Conference, 2023
[6] Integration of mineralogy, petrophysics, geochemistry and geomechanics to evaluate unconventional shale resources. SPE Asia Pacific Oil & Gas Conference and Exhibition, 2022
[7] An integrated method to mitigate risks from hydraulic fracturing-induced seismicity in the Duvernay shale play. SPE Annual Technical Conference and Exhibition, 2022
[8] Coupled poroelastic modeling to characterize the 4.18-magnitude earthquake due to hydraulic fracturing in the East Shale Basin of Western Canada. SPE Virtual Reservoir Simulation Conference, 2021
[9] A novel coupled approach for fracturing-induced earthquake characterization: case study. SPE Virtual Hydraulic Fracturing Technology Conference and Exhibition, 2021
[10] Coupled Flow-Geomechanics Modeling to Characterize the Hydraulic Fracturing-Induced Earthquake near Crooked Lake, Alberta. SPE Virtual Canada Unconventional Resources Conference, 2020
[11] Integration of geophysics, geomechanics and hydrodynamics to characterize induced seismicity triggered by hydraulic fracturing in the Duvernay Reservoir near Fox Creek, Alberta. 53rd US Rock Mechanics Geomechanics Symposium, New York, USA, 2019
[12] Combination of geomechanics, stress field with reservoir static and dynamic performance to characterize dynamic fractures in ultra-low permeability reservoirs. 2017 IFEDC, Beijing, 2017
[13] 第四屆中國油氣藏開發地質年會，青海敦煌（優秀論文獎），2016
[14] Integration of Geomechanics, Stress Field and Reservoir Production to Predict Dynamic Fractures Behavior of Tight Sandstone Reservoir. Lecture on AAPG|SEG 2016 ICE, Barcelona, Spain, 2016
[15] 第三屆中國油氣藏開發地質年會，山東青島（優秀論文獎），2014
[16] Facies Controlling Modeling and Prediction for Favorable Reservoirs. Lecture on Postgraduate Division at Asia Pacific Regional Student Paper Contest in 2010 APOGCE, Brisbane, Australia, 2010
專利
[1] 一種基質-裂縫-斷層多重介質表征方法和裝置，申請中. (2024)
[2] 壓裂液注入引發斷層失穩的流固耦合模擬方法和裝置，申請中. (2023)
[3] 人工壓裂縫三維擴展模擬方法，申請中.(2022)
[4] 裂縫識別方法和裝置，已授權. (2018)
[5] 一種特低滲透油藏水淹層含水飽和度計算方法，已授權.（2017）
學術兼職
[1] SPE/ACS/AGU/SEG/ARMA/CSUR 會員
[2] SCI一區TOP期刊Petroleum Science青年編委
[3] 中科院一區TOP期刊Advances in Geo-Energy Research期刊青年編委
[4] Processes油氣人工智能專刊客座主編
[5] Engeries非常規油氣專刊客座主編
[6] Engineering Applications of Artificial Intelligence, Expert Systems With Applications, Water Resources Research, Journal of Cleaner Production, Fuel, Petroleum Science等SCI一區期刊審稿人