Fluid Resource Energy and Environment    FREE LAB




●[1] Deng, J., J. He, L. Zhang, J. Chen, H.Song and L. Gao (2023). "Investigation into a perfect matching betweenfracture transfer performance and vertical well productivity based onmulti-scale and total factor characteristic models." Physics of Fluids35(8).

●[2] Du, S., M. Wang, J. Yang, Y. Zhao, J.Wang, M. Yue, C. Xie and H. Song (2023). "An enhanced prediction frameworkfor coalbed methane production incorporating deep learning and transferlearning." Energy 282.

●[3] Du, S., M. Wang, J. Yang, Y. Zhao, J.Wang, M. Yue, C. Xie and H. Song (2023). "A novel prediction method forcoalbed methane production capacity combined extreme gradient boosting withbayesian optimization." Computational Geosciences.

●[4] Ji, W., L. Song, J. Wang and H. Song(2023). "Carbon emissions from various natural gas end use sectors for 31Chinese provinces between 2017 and 2021." Environmental pollution(Barking, Essex : 1987) 340(Pt 1): 122879-122879.

●[5] Lao, J., H. Song, C. Wang and Y. Zhou(2023). "Research on atmospheric pollutant and greenhouse gas emissionreductions of trucks by substituting fuel oil with green hydrogen: A casestudy." International Journal of Hydrogen Energy 48(30): 11555-11566.

●[6] Li, T., Z. Duan, H. He and H. Song (2023)."Study on the Carrying Capacity and Change Trend of Groundwater Resourcesin Coal Mining Area: A Case Study of a Coal Mine in Northwest China."Water 15(8).

●[7] Li, W., S. Kang, Y. Sun, W. Bai, Y. Wangand H. Song (2023). "A Machine Learning Approach for Air Quality Forecastby Integrating GNSS Radio Occultation Observation and Weather Modeling."Atmosphere 14(1).

●[8] Song, H., J. Lao, H. Yang, B. Pan, L. Liuand C. Xie (2023). "The pinning dynamics of a non wetting dropletpenetrating a permeable substrate." Physics of Fluids 35(6).


●[10] Song, H., J. Lao, L. Zhang, C. Xie and Y.Wang (2023). "Underground hydrogen storage in reservoirs: pore scalemechanisms and optimization of storage capacity and efficiency." AppliedEnergy 337.

●[11] Song, H., X. Li, H. Huang, C. Xie and W.Qu (2023). "Postoperative virtual pressure difference as a new index forthe risk assessment of liver resection from biomechanical analysis."Computers in Biology and Medicine 157.

●[12] Song, H., J. Zhang, S. Du, D. Ni, Y. Liuand Y. Sun (2023). "Constraining the thermal inertia of Mars utilizingmachine learning techniques." Monthly Notices of the Royal AstronomicalSociety 522(2): 1697-1705.

●[13] Xie, C., X. Li, W. Qu, R. Ji, J. Wang andH. Song (2023). "Numerical prediction of portal hypertension by ahydrodynamic blood flow model combing with the fractal theory." Journal ofBiomechanics 150.

●[14] Xie, C., J. Zhu, J. Wang, J. Yang and H.Song (2023). "Direct prediction of relative permeability curve from 3Ddigital rock images based on deep learning approaches." InternationalJournal of Rock Mechanics and Mining Sciences 170.

●[15] Xie, C., J. Zhu, H. Yang, J. Wang, L. Liuand H. Song (2023). "Relative permeability curve prediction from digitalrocks with variable sizes using deep learning." Physics of Fluids 35(9).

●[16] Zhang, J., C. Xie, Y. Wang, H. Song, S.Du and M. Yue (2023). "A novel sequential based hybrid approachincorporating physical modeling and deep learning for multiphase subsurfaceflow simulation." Gas Science and Engineering 118.

●[17] Zhang, T., G. Tan, W. Bai, Y. Sun, Y.Wang, X. Luo, H. Song and S. Sun (2023). "A Disturbance Frequency Index inEarthquake Forecast Using Radio Occultation Data." Remote Sensing 15(12).

●[18] Zhang, X., H. Song, R. Cui, K. Guo, M.Zhang and C. Deng (2023). "Luminescence properties of multicolor tunableemitting LiYGeO<sub>4</sub>: Tb<SUP>3+</SUP>,Eu<SUP>3+</SUP> phosphors with excellent thermal stability forWLEDs." Materials Research Bulletin 167.

[19] Du, S., Wang, J., Wang, M., Yang, J.,Zhang, C., Zhao, Y., & Song, H. (2023). A systematic data-driven approachfor production forecasting of

coalbed methane incorporating deep learning and ensemblelearning adapted to complex production patterns. Energy, 263, 126121.

[20] Deng, J., Zhang, Q., Zhang, L., Lyu, Z.,Rong, Y., & Song, H. (2023). Investigation on the adsorption properties andadsorption layer thickness during CH4 flow driven by pressure gradient innano-slits. Physics of Fluids, 35(1), 016104.

[21] 宋洪庆, 都书一, 王九龙, 劳浚铭, 谢驰宇. (2023).数智流体力学的发展及油气渗流领域应用. 学学报.


●[1] Song, H., Du, S., Yang, J.,Zhao, Y., & Yu, M. (2022). Evaluation of hydraulic fracturing effect oncoalbed methane reservoir based on deep learning method considering physicalconstraints. Journal of Petroleum Science and Engineering, 212, 110360.

[2] Junming Lao, HongqingSong*, Cheng Wang, Yang Zhou. (2022). Research on atmospheric pollutant and green house gas emission reductions of trucks by substituting fuel oil with hydrogen in the Greater Bay Area, China. International Journal of HydrogenEnergy.

[3] Li, W., Kang, S., Sun, Y., Bai, W., Wang, Y., & Song, H. (2022). A Machine Learning Approach for Air-Quality Forecast by Integrating GNSS Radio Occultation Observation and Weather Modeling. Atmosphere, 14(1), 58.

[4] Qu, W., Li, X., Huang, H., Xie, C., & Song, H. (2022). Mechanisms of the ascites volume differences between patients receiving a left or right hemi-liver graft liver transplantation: From biofluidic analysis. Computer Methods and Programs in Biomedicine, 226, 107196.

[5] Song, H., Zhu, J., Wei, C., Wang, J., Du, S., & Xie, C. (2022). Data-driven physics-informed interpolation evolution combining historical-predicted knowledge for remaining oil distribution prediction. Journal of Petroleum Science and Engineering, 217, 110795.

[6] Deng, J., Zhang, Q., He, J., Zhao, G., Song, F., & Song, H. (2022). Effects of competitive adsorption on production capacity during CO2 displacement of CH4 in shale. Physics of Fluids, 34(11), 116104.

[7] Yue, M., Song, T., Chen, Q., Yu, M., Wang, Y., Wang, J., ... & Song, H. (2022). Prediction of effective stimulated reservoir volume after hydraulic fracturing utilizing deep learning. Petroleum Science and Technology, 1-23.

[8]Chu, X., Bai, W., Sun, Y., Li, W., Liu, C., & Song, H. (2022). A Machine Learning-Based Method for Wind Fields Forecasting Utilizing GNSS

Radio Occultation Data. IEEE Access, 10, 30258-30273.

[9] Yang, H., Lao, J., Tong, D., & Song, H. (2022). Numerical Investigation on EOR in Porous Media by Cyclic Water Injection with Vibration Frequency. Water, 14(23), 3961.

[10] Zhu, W., Song, T., Wang, M., Jin, W., Song, H., & Yue, M. (2022). Stratigraphic subdivision-based logging curves generation using neural

random forests. Journal of Petroleum Science and Engineering, 219, 111086.

[11] 刘彤杰,宋洪庆,张杰等.模糊层次分析法在我国深空探测方案优选应用探究.工程科学学报,2022,44(08):1433-1443.DOI:10.13374/j.issn2095-9389.2021.12.06.008.


● [1] Zhang, J., Song, H.*, Zhu, W., &Wang, J. (2021). Liquid transport through nanoscale porous media with strong wettability. Transport in Porous Media, 140(3), 697-711.

[2] Song, H.,Zhang, J., Ni, D., Sun, Y., Zheng, Y., Kou, J., ... & Li, Z. (2021).Investigation on in-situ water ice recovery considering energy efficiency at the lunar south pole. Applied Energy, 298, 117136.

● [3] Song, H.,Zhang, J., Sun, Y., Li, Y., Zhang, X., Ma, D., & Kou, J. (2021).Theoretical Study on Thermal Release of Helium-3 in Lunar Ilmenite. Minerals,11(3), 319.

● [4] Song, H.,Liu, C., Lao, J., Wang, J., Du, S., & Yu, M. (2021). Intelligent Microfluidics Research on Relative Permeability Measurement and Prediction ofTwo-Phase Flow in Micropores. Geofluids, 2021.

● [5] Zhang, T., Li, Y., Chen, Y., Feng, X., Zhu,X., Chen, Z., Song, H., & Sun, S. (2021). Review on space energy.Applied Energy, 292, 116896.

● [6 ]Li, Y., Cheng, S., Li, Z., Song, H.,Guo, M., Li, Z., ... & Li, T. (2021). Using system dynamics to assess the complexity of rural toilet retrofitting: Case study in eastern China. Journalof environmental management, 280, 111655.

● [7] Kang, P., Lao, J., Yu, M., Song, H.,& Wang, C. (2021). Reliable prediction on emerging energy supply for National Sustainability and stability: a case study on coal bed gas supply in China based on the dual-LSTM model. IEEE Access, 9, 100694-100707.

● [8] Shao, L., Ji, R., Du, S., & Song, H.(2021). Prediction of Fluid Viscosity in Multiphase Reservoir Oil System by Machine Learning. Geofluids, 2021.

● [9] 宋洪庆, 都书一, 周园春, 王宇赫, & 王九龙.(2021). 油气资源开发的大数据智能平台及应用分析. 工程科学学报, 43(2), 179-192.

● [10] 宋洪庆, 杜恒畅, 张杰, 马冬宇, 张贤国, & 寇珏. (2021). 月球氦-3 资源的原位开采热释放行为研究. 空间科学学报, 41(5), 787-792.

● [11] 李正一, & 宋洪庆. (2020). 流体力学实验课程教学探索与启示. 教育教学论坛.


● [1] Fan, H., Zhang, L.,Wang, R., Song, H.*,Xie, H., Du, L., & Sun, P. (2020).Investigation on geothermal waterreservoir development and utilization withvariable temperature regulation: Acase study of China. Applied Energy,275, 115370.

● [2]Wang, J., Song, H.*, & Wang, Y., (2020).Investigation on themicro-flow mechanism of enhanced oil recovery bylow-salinity water flooding incarbonate reservoir. Fuel,266, 117156.

● [3] Hongqing Song*, Jianjian Xu, JieFang,Zhiguo Cao, Lianzhi Yang, Tianxin Li, Potential for mine water disposalin coalseam goaf: Investigation of storage coefficients in the Shendongminingarea. Journal of Cleaner Production, 244, 118646,2020.

● [4] Du, S., Wang, R., Wei, C., Wang, Y., Zhou, Y., Wang, J.,& Song, H.* (2020). The connectivity evaluationamong wells in reservoir utilizing machine learning methods. IEEE Access,8, 47209-47219

● [5]Song,H., Du, S., Wang, R., Wang, J., Wang, Y., Wei,C.,& Liu, Q.* (2020). Potential for Vertical Heterogeneity PredictioninReservoir Basing on Machine Learning Methods. Geofluids,2020.

● [6]Yang, L., Xu, J., Fang, J., Cao, Z., Li, T.,& Song, H*.Riskevaluationof groundwater leakage in coal seam goaf: a case study in theLingxin MiningArea. Environmental scienceand pollution research international,27, 26066–26078,2020.

● [7] Xiaohan Chu , Jie He , Hongqing Song ,Yue Qi , Yueqiang Sun , Weihua Bai , Wei Li , Qiwu Wu,Multimodaldeep learning forheterogeneous GNSS-R data fusion and ocean wind speedretrieval. IEEE Journal of Selected Topics in Applied EarthObservations andRemote Sensing, 2020

● [8] Yue, M., Zhang, Q., Zhu, W., Zhang, L., Song, H.,& Li, J. (2020).Effects of proppant distribution in fracture networks onhorizontal wellperformance. Journal of Petroleum Science and Engineering,187, 106816.

● [9] Song H, Guo H, Wang Y, et al. A novel hybrid energysystem for hydrogen production and storage in a depleted oil reservoir. InternationalJournal of Hydrogen Energy, 2020.

● [10]Lao J, Song H, Wang C, et al. Reducingatmospheric pollutant and greenhouse gas emissions of heavy duty trucks bysubstituting diesel with hydrogen in Beijing-Tianjin-Hebei-Shandong region,China. International Journal of Hydrogen Energy, 2020.


● [1] Jiulong Wang, Hongqing Song*, Rasouli, V., &Killough, J. An integrated approach for gas-water relative permeabilitydetermination in nanoscale porous media. Journal ofPetroleum Science and Engineering, 173, 237-245, 2019.

● [2] Zhang, T., Sun, S., & Song, H*. Flow Mechanism andSimulation Approaches for Shale Gas Reservoirs: A Review. Transport in Porous Media, 126(3),655-681, 2019.

● [3] Zhang, Q., Wei, C., Wang, Y., Du, S., Zhou, Y., & Song, H*.   Potential for Prediction of Water Saturation Distribution in ReservoirsUtilizing Machine Learning Methods. Energies,12(19), 3597, 2019.

● [4] Guo, X., Du, L., Sun, P., Zhang, J., Shi, X., & Song, H*. Anintegrated approach to sustainable heat recovery in a sedimentary geothermalreservoir considering surface energy demands. Energy Procedia,158, 6003-6008, 2019.

● [5] Zhao, J., Wang, X., Song, H., Du, Y., Cui, W., & Zhou,Y. Spatiotemporal Trend Analysis of PM2. 5 Concentration in China, 1999–2016. Atmosphere, 10(8), 461, 2019.

● [6] Wei, C., Zheng, J., Ouyang, X., Ding, Y., Ding, M., Lin, S.,& Song, H.Thief Zone Characterization and its Impact on Well Performance Based onSurveillance Data, Experimental Data and Theoretical Analysis for a CarbonateReservoir. In SPE Reservoir Characterisationand Simulation Conference and Exhibition. Society of Petroleum Engineers,2019.

● [7] Zhu, W., Li, B., Liu, Y., Song, H., Yue, M., & Wu, N.(2019). A new calculating method for relative permeability of branchedpreformed particle gel flooding in composite system. Special Topics& Reviews in Porous Media: An International Journal, 10(1),2019.

● [8] 曲悦,钱旭,宋洪庆*,何杰,李剑辉,修昊.基于机器学习的北京市PM2.5浓度预测模型及模拟分析[J].工程科学学报,2019,41(03):401-407.

● [9] 孙召东,宋洪庆*,张海龙,祝庆辉,邢奕,李再兴,宛勇.海绵城市透水砖铺装雨水入渗模型及产流分析[J].环境工程,2019,37(07):39-46.

● [10] 孙彭光,宋洪庆,祁久红,王九龙,许振华,袁明叶.新近系馆陶组疏松砂岩地热井防砂技术对策研究[J].科学技术创新,2019(06):12-14.


● [1] HongqingSong. Engineering Fluid Mechanics, Springer,ISBN 978-981-13-0172-8, 2018

● [2] Tan, J.; Song,H.; Zhang, H.; Zhu, Q.; Xing, Y.; Zhang, J.NumericalInvestigation on Infiltration and Runoff in Unsaturated Soils with UnsteadyRainfall Intensity. Water,10, 914, 2018.

● [3] Chenji Wei, Liangang Wang, Baozhu Li, Lihui Xiong, ShuangshuangLiu, Jie Zheng, Suming Hu and Hongqing Song, A Study of NonlinearElasticity Effects on Permeability of Stress Sensitive Shale Rocks Using anImproved Coupled Flow and Geomechanics Model: A Case Study of the LongmaxiShale in China, Energies,11(2), 329, 2018

● [4] Xuyang Guo, Hongqing Song, John Killough, Li Du,Pengguang Sun, Numerical investigation of the efficiency of emission reductionand heat extraction in a sedimentary geothermal reservoir: a case study of theDaming geothermal field in China, EnvironmentalScience and Pollution Research,25(5), 4690-4706, 2018

● [5] Xuyang Guo, Hongqing Song, Kan Wu, John Killough,Pressure characteristics and performance of multi-stage fractured horizontalwell in shale gas reservoirs with coupled flow and geomechanics, Journal of Petroleum Science and Engineering,163, 1-15,

● [6] Wang, R., Song, H., Wang, J., & Wang, Y.Permeability and diffusion coefficient prediction of fractal porous media withnanoscale pores for gas transport. Journal of PorousMedia, 21(12), 2018.

● [7] Qu, Y., Qian, X., Song, H., Xing, Y., Li, Z., & Tan,J. Soil moisture investigation utilizing machine learning approach basedexperimental data and Landsat5-TM images: A case study in the Mega CityBeijing. Water, 10(4), 423,2018.

● [8] Yue, M., Zhu, W., Han, H., Song, H., Long, Y., & Lou,Y. Experimental research on remaining oil distribution and recoveryperformances after nano-micron polymer particles injection by directvisualization. Fuel, 212,506-514, 2018.

● [9] Zhang, X., Zhu, W., Cai, Q., Shi, Y., Wu, X., Jin, T., & Song, H. Compressibleliquid flow in nano-or micro-sized circular tubes considering wall–liquid Lifshitz–van der Waals interaction. Physics of Fluids, 30(6),062002, 2018.

● [10] Zhu, W., Li, J., Lou, Y., & Song, H. Experiment and CapillaryBundle Network Model of Micro Polymer Particles Propagation in Porous Media. Transport in Porous Media, 122(1),43-55, 2018.

● [11] 谭金强,李明曦,宋洪庆*,祝庆辉,李天昕.坡面植草沟入渗模拟及对海绵城市建设影响分析[J].环境工程,2018,36(10):150-155.

● [12] 宋洪庆,姜琳婧,朱维耀.基于互联网思维的研究生课程教学改革与实践[J].教育教学论坛,2018(15):64-65.   (教学论文)

● [13] 高旭华, 宋洪庆,朱维耀, 尚新春, 李正一. LBM模拟页岩气在纳米孔隙中的吸附效应[A]. 北京力学会.北京力学会第二十四届学术年会会议论文集[C].北京力学会:北京力学会,2018:1.


● [1] Jiulong Wang, Hongqing Song, Weiyao Zhu, Yuhe Wang,John Killough, Flow characteristics and a permeability model in nanoporousmedia with solid-liquid interfacial effects,Interpretation,5(1), SB1-SB8, 2017

● [2] Zhiyong Song, Hongqing Song, Dongxu Ma, WeiyaoZhu, Junhong Yu, Morphological characteristics of microscale fractures in gasshale and its pressure-dependent permeability,Interpretation,5(1), SB25-SB31, 2017

● [3] Ruifei Wang, Xuhua Gao, Hongqing Song, Xinchun Shang,Analytical modeling of coupled flow and geomechanics for vertical fracturedwell in tight gas reservoirs, OpenPhysics, 15, 797-802, 2017

● [4] Jiulong Wang, HongqingSong, Tianxin Li, Yuhe Wang, Xuhua Gao, Simulating gas-waterrelative permeabilities for nanoscale porous media with interfacial effects, Open Physics, 15, 517-524, 2017

● [5] Liying Song, Hongqing Song, Jinyi Lin, Cheng Wang,Mingxu Yu, Xiaoxia Huang, Yu Guan, Li Du, PM2.5 Emissions from Different Typesof Heavy Duty Truck: A Case Study and Meta-analysis of theBeijing-Tianjin-Hebei region, EnvironmentalScience and Pollution Research, 24(12),11206-11214, 2017

● [6] Chenji Wei, Hongqing Song, Yong Li, Qi Zhang,Benbiao Song,Jiulong Wang, Production Characteristicswith Different Superimposed Modes Using Variogram: A Case Study of aSuper-Giant Carbonate Reservoir in the Middle Eastn, Energies,10(2), 250, 2017

● [7]Hongyan Han, Tianxin Li , Hongqing Song , Yuhe Wang, JohnKillough Experimental Research on Remaining oil Distribution and RecoveryPerformance after Immiscible and Miscible CO2-WAG Injection by DirectVisualization   InternationalJournal of Oil, Gas and Coal Technology.15(1), pp.47 – 59, 2017

● [8]Hongqing Song,Xunmin Ou, Jiehui Yuan, Mingxu Yu, Cheng Wang, Energy consumption andgreenhouse gas emissions of diesel/LNG heavy-duty vehicle fleets in China basedon a bottom-up model analysis, Energy.15(1),pp.47 – 59, 2017   Sci(索引号FM9DI)、Ei索引(索引号20173904211551)

● [9] Zhu, W., Li, B., Liu, Y., Song, H., & Wang, X. Solid-liquidinterfacial effects on residual oil distribution utilizing three-dimensionalmicro network models. Energies,10(12), 2059, 2017.

● [10] Huang, G., Kulatilake, P. H., Shreedharan, S., Cai, S., & Song, H. 3-Ddiscontinuum numerical modeling of subsidence incorporating ore extraction andbackfilling operations in an underground iron mine in China. International Journal of Mining Science and Technology,27(2), 191-201, 2017.

● [11] Huang, X., Song, L., & Song, H. A Multi-Depot LogisticsDistribution Routing Model for Unexpected Events. In 2017 InternationalConference on Industrial Engineering, Management Science and Application(ICIMSA). IEEE, 1-5, 2017.

● [12] Wang, M., Wei, C., Song, H., Efendiev, Y., & Wang, Y.Generalized Multiscale Coupling of Triple-Continuum Model and Discrete FractureNetwork for Carbonate Reservoir Simulation. In SPE Annual Technical Conferenceand Exhibition. Society ofPetroleum Engineers, 2017.

● [13] 刘陈静, 宋洪庆, 于明旭, 王成, 黄晓霞, & 林景怡. 京津冀地区不同类型重卡发展趋势及碳排放和PM_(2.5)排放特征. 环境工程2017增刊2, 2017.

● [14] 刘伟欣, 宋洪庆,朱维耀. 甲烷和二氧化碳在龙马溪组页岩吸附特征实验研究[A]. 北京力学会.北京力学会第二十三届学术年会会议论文集[C].北京力学会:北京力学会,2017:3.

● [15] 高旭华,宋洪庆,尚新春,朱维耀. 考虑纳米孔隙特征的页岩气多级压裂水平井流固耦合模型[A]. 北京力学会.北京力学会第二十三届学术年会会议论文集[C].北京力学会:北京力学会,2017:1.


● [1] Tianxin Li, Hongqing Song, Jiulong Wang, Yuhe Wang, John Killough. An analytical method for modeling and analysis gas-water relative permeability in nanoscale pores with interfacial effects. International Journal of Coal Geology, 159 (2016),71-81.

● [2] Gang Huang, Yang Cao, Jiaosheng Yang, Hongqing Song, Yuhe Wang, John Killough, Sijing Cai, Numerical investigation of low-velocity non-Darcy flow of gas and water in coal seams. Journal of Natural Gas Science and Engineering, 34, 124-138, 2016.

● [3] Tianxin Li,Li Li,Hongqing Song,Linglong Meng, Shuli Zhang, Evaluation of groundwaterpollution in a mining area using analytical solution acase study of the Yimin open-pit mine in China. SpringerPlus. 5(1): 1, 2016.

● [4] Ruifei Wang, Hongqing Song, Hewei Tang, Yuhe Wang, John Killough, Gang Huang. Analytical modeling of gas production rate in tight channel sand formation and optimization of artificial fracture. SpringerPlus. (2016)5:540

● [5] Weiyao Zhu, Yu Lou., Qipeng Liu, Hongqing Song, Jiulong Wang, Ming Yue. Rheological Modeling of Dispersion System of Nano/Microsized Polymer Particles Considering Swelling Behavior. Journal of Dispersion Science and Technology, 37(3), 407-414.2016

● [6] Hongqing Song, Yuhe Wang, Jiulong Wang, Zhengyi Li. Unifying diffusion and seepage for nonlinear gas transport in multiscale porous media, Chemical Physics letters, 661, 246-250.2016

● [7] Yi Xing, Hongqing Song, Mingxu Yu, Cheng Wang, Yang Zhou, Guanghui Liu, Li Du, The Characteristics of Greenhouse Gas Emissions from Heavy-Duty Trucks in the Beijing-Tianjin-Hebei (BTH) Region in China, Atmosphere, 7, 121, 2016

● [8] Kulatilake, P. H., Shreedharan, S., Huang, G., Cai, S., & Song, H. 3-D discontinuum numerical modeling of rock mass stability investigations due to ore extraction and backfilling, and subsidence estimation for an underground mine. In 35th International Conference on Ground Control in Mining 2016. Society for Mining, Metallurgy and Exploration, 222-230, 2016.

● [9] Jiulong Wang, Hongqing Song, Weiyao Zhu, Jie He, John Killough, A FRACTAL-BASED MODEL FOR RELATIVE PERMEABILITY IN NANOSCALE PORES WITH INTERFACIAL EFFECTS, Special Topics & Reviews in Porous Media - An International Journal, 7(4), 335-343, 2016

● [10] Jianhui Li, Hongqing Song, Weiyao Zhu, Wei Meng, EXPERIMENTS AND NUMERICAL MODEL OF OIL−CHEMICAL AGENT TWO-PHASE FLOW WITH THERMAL STABILITY EFFECT AT HIGH TEMPERATURE, Special Topics & Reviews in Porous Media - An International Journal, 7(4), 365-372, 2016


● [1] Hongqing Song,Mingxu Yu,Weiyao Zhu,Peng Wu, Yu Lou, Yuhe Wang, John Killough, Numerical investigation of gas flow rate in shale gas reservoirs with nanoporous media. International Journal of Heat and Mass Transfer. 80:626-635, 2015 冲高被引

● [2] Hongqing Song, Yang Cao, Mingxu Yu, Yuhe Wang, John Killough, Juliana Leung, Impact of permeability heterogeneity on production characteristics in water-bearing tight gas reservoirs with threshold pressure gradient, Journal of Natural Gas Science and Engineering. 22:172-181, 2015冲高被引

● [3] Abdulhamed Alfaleh , Yuhe Wang, Bicheng Yan, John Killough, Hongqing Song, Topological Data Analysis to Solve Big Data Problem in Reservoir Engineering: Application to Inverted 4D Seismic Data, SPE-174985-MS

● [4] Zhengyi Li, Chenji Wei, Juliana Leung, Yuhe Wang, Hongqing Song, Numerical and Experimental Study on Gas Flow in Nanoporous Media, Journal of Natural Gas Science and Engineering. 27(2015)738-744.

● [5] Song Zhiyong, Hongqing Song, Yang Cao, John Killough, Juliana Leung. Numerical research on CO2 storage efficiency in saline aquifer with low-velocity non-Darcy flow. Journal of Natural Gas Science and Engineering. 23: 338-345. 2015冲高被引

● [6] Hongqing Song, Zhengyi Li, Yuhe Wang, Weiyao Zhu, Yang Cao, John Killough. A Novel Approach for Modeling Gas Flow Behaviors in Unconventional Reservoirs with Nanoporous Media. In International Petroleum Technology Conference. International Petroleum Technology Conference.2015.

● [7]高英,朱维耀,岳明,李爱山,张燎原,宋洪庆. 体积压裂页岩油储层渗流规律及产能模型[J]. 东北石油大学学报,2015,01:80-86+6.

Ying Gao, Weiyao Zhu, Ying Yue, Aishan Li, Liaoyuan Zhang, Hongqing Song. Seepage law and productivity model of stimulated reservoir volume in shale oil reservoirs. Journal of Northeast Petroleum University. 01:80-86+6.2015.

● [8]龙运前,朱维耀,宋付权,宋洪庆,岳明. 低渗透储层纳微米聚合物颗粒分散体系调驱多相渗流理论[J]. 中南大学学报(自然科学版),2015,05:1812-1819.

Yunqian Long, Weiyao Zhu, Fuquan Song, Hongqing Song, Ming Yue. Multi-phase flow of aqueous dispersion system of nano/micron-sized polymer particles in low permeability reservoir. Journal of Central South University (Science and Technology). 05:1812-1819.2015.

● [9] Alfaleh, A., Wang, Y., Yan, B., Killough, J., Song, H., & Wei, C. Topological Data Analysis to Solve Big Data Problem in Reservoir Engineering: Application to Inverted 4D Seismic Data. In SPE Annual Technical Conference and Exhibition. Society of Petroleum Engineers, 2015.


● [1] Hongqing Song and Gang Huang,Analytical model of CO2 storage efficiency in saline aquifer with vertical heterogeneity. Journal of Natural Gas Science and Engineering. 18:77-89, 2014冲高被引

● [2] 宋洪庆,刘启鹏,于明旭, 页岩气井渗流特征及压裂井产能. 北京科技大学学报. 36(2):139-144, 2014

Hongqing Song, Qipeng Liu, Mingxu Yu, Peng Wu, Yu Zhang, Characteristics of gas flow and productivity of fractured wells in shale gas sediments. Journal of University of Science and Technology Beijing. 36(2):139-144, 2014

● [3] Tianxin Li, Hongqing Song, Gang Huang, Ying Bi, Xiyao Li, Assessment of groundwater changing trends through the generalized large well method with confined–unconfined flow model in open-pit mine area. Environmental Earth Sciences. 1-8, 2014

● [4] Hongqing Song, Qipeng Liu, Dawei Yang, Mingxu Yu, Yu Lou, Weiyao Zhu, Productivity equation of fractured horizontal well in a water-bearing tight gas reservoir with low-velocity non-Darcy flow, Journal of Natural Gas Science and Engineering. 18:467-473, 2014

● [5]黄刚,蔡嗣经,宋洪庆,闫振雄,陈利华, 地下矿山充填料岩石区域非均质一维渗流规律. 北京科技大学学报. 36(1):8-13, 2014

Gang Huang, Sijing Cai, Hongqing Song, Zhenxiong Yan,Lihua Chen, One-dimensional seepage laws of backfill-rock in heterogeneous area in underground mines, Journal of University of Science and Technology Beijing. 36(1):8-13, 2014.

● [6]宋洪庆,姜琳婧,朱维耀,刘启鹏, 渗流力学课程研究型教学探索. 中国冶金教育. 2:5-7, 2014   (教学论文)

Hongqing Song, Linqian Jiang, Weiyao Zhu, Qipeng Liu, 渗流力学课程研究型教学探索Zhong Guo Ye Jin Jiao Yu. 2:5-7, 2014

● [7]娄钰,朱维耀,宋洪庆,黄小荷,王小锋,张雪龄, 考虑固液界面作用的表观渗透率分形模型. 东北石油大学学报. 38(2):69-73+9, 2014

Yu Lou; Weiyao Zhu; Hongqing Song; Xiaohe Huang; Xiaofeng Wang; Xueling Zhang, Apparent permeability model for fractal porous media considering the effect of solid-liquid interface, Journal of Northeast petroleum University. 38(2):69-73+9, 2014

● [8]朱维耀,岳明,高英,宋洪庆,黄小荷, 致密油层体积压裂非线性渗流模型及产能分析. 中国矿业大学学报. 43(2):248-254, 2014

Weiyao Zhu, Ming Yue, Ying Gao, Hongqing Song, Xiaohe Huang, Nonlinear flow model and productivity of stimulated reservoir volume in tight oil reservoirs, Journal of China University of Mining& Technology. 43(2):248-254, 2014

● [9] 王明,杜利,聂法健,韩宏彦,龙运前,宋洪庆等. 高温高压 CO 2/水交替微观驱油机制及运移特征[J]. 科技导报, 2014, 32(36): 80-85.

Ming Wang, Li Du, Nie Fajian, Hongyan Han, Yunqian Long, Hongqing Song,Microscopic Visualization Simulation of CO2/Water Alternating Flooding. Science & Technology Review., 2014, 32(36): 80-85.

● [10] 朱维耀,高英,岳明,宋洪庆,邓佳等.薄互层低渗透油藏水平井压裂产能模型[J]. 应用基础与工程科学学报, 2014, 22(6): 1140-1149.

Weiyao Zhu, Ying Gao, Ming Yue, Hongqing Song, Jia Deng, Productivity Equation of Multi-fractured Horizontal Well in Thin Inter-bedded Low Permeability Reservoirs, Journal of Basic Science and Engineering. 2014, 22(6): 1140-1149.


● [1] SONG Hong-Qing, YU Ming-Xu, ZHU Wei-Yao, ZHANG Yu, JIANG Shan-Xue, Dynamic Characteristics of Gas Transport in Nanoporous Media. CHIN. PHYS. LETT. 30(1), 014701, 2013

● [2] Yu Lou, Hongqing Song, Jiaosheng Yang, Xiaohe Huang, He Dong, Productivity equation of fractured well in CBM reservoirs, Journal of Natural Gas Science and Engineering. 11:39-45, 2013

● [3] 朱维耀,董熇,宋洪庆,杨焦生,岳明, 低渗透煤层气水两相非线性渗流数学模型及计算分析. 科技导报. 31(22):36-39, 2013

WeiYao Zhu, He Dong, Hongqing Song ,Jiaosheng Yang, Ming Yue, A Mathematical Model for Gas-water Two-phase Nonlinear Flow in Low Permeability Coal Reservoirs and Calculation Analysi. Science & Technology Review. 31(22):36-39, 2013

● [4] 宋洪庆,朱维耀,王一兵,岳明,刘卫东, 煤层气低速非达西渗流解析模型及分析. 中国矿业大学学报. 42(1):93-99,2013

Hongqing Song, WeiYao Zhu, Yibing Wang, Ming Yue, WeiDong Liu, Analytical model of low-velocity non-Darcy flow of coalbed methane and its analysis. Journal of China University of Mining& Technology. 42(1):93-99,2013

● [5] 谢振华,宋洪庆, 多媒体在工程流体力学教学中的应用研究. 教育教学论坛. 13:254-255, 2013. (教学论文

Zhenhan Xie, Hongqing Song, 多媒体在工程流体力学教学中的应用研究. 教育教学论坛. 13:254-255, 2013.

● [6] 朱维耀,岳明,宋洪庆,杨焦生,王一兵,于明旭, 考虑解吸扩散过程的煤层气压裂直井产能模型研究. 应用基础与工程科学学报. 21(5):953-960, 2013.

Weiyao Zhu; Ming Yue; Hongqing Song; Jiaosheng Yang; Yibing Wang; Mingxu Yu, Productivity Model of Gas flow in CBM Fractured Reservoirs Considering Desorption and Diffusion, Journal of Basic Science and Engineering. 21(5):953-960, 2013.

● [7] 于明旭,朱维耀,宋洪庆, 低渗透储层可视化微观渗流模型研制. 辽宁工程技术大学学报(自然科学版). 32(12):1646-1650, 2013

Mingxu Yu, Weiyao Zhu, Hongqing Song, Development of microscopic visualization flow model of low-permeability reservoir. Journal of Liaoning Technical University(Natural Science).32(12):1646-1650, 2013

● [8] Ming, Y., Weiyao, Z., Hongqing, S., Yu, L., Xueling, Z., & Ying, G. Temperature Distribution of Steam Stimulation in Fractured Heavy Oil Reservoir Using Fractal-like Tree Branching Network. Information Technology Journal, 12(23), 7250, 2013.

● [9] Ming, Y., Weiyao, Z., Hongqing, S., & Jiaosheng, Y. Mathematical Model for Low-Velocity Flow of Coal Bed Methane in Low-Permeability Reservoirs. In 2013 Fourth International Conference on Digital Manufacturing & Automation. IEEE, 763-769, 2013.

● [10] Qipeng, L., Zhiyong, H., Xiaofeng, W., & Hongqing, S. The Interfacial Interaction Effect on Characteristics of Fluid Flow in the Shale Reservoir Fractures. Information Technology Journal, 12(15), 3082-3088, 2013.


● [1] 伊怀建,朱维耀,张明江,张萌,宋洪庆, 低渗透致密储层气体低速非达西渗流地层压力分布及产能分析. 特种油气藏. 19(1):70-73+138-139, 2012

● [2] Huai-jian Yi,Weiyao Zhu, Mingjiang Zhang,Meng Zhang,Hongqing Song   Analysis of formation pressure distribution and productivity of low permeability tight gas reservoirs with low-velocity non-Darcy flow. Special Oil and Gas Reservoirs. 19(1):70-73+138-139, 2012


● [1] Hongqing Song, Ming Yue, Weiyao Zhu, et al. Formation Pressure Analysis of Water-bearing Tight Gas Reservoirs with Unsteady Low-velocity Non-Darcy Flow. Advanced Materials Research. 201-203:399-403, 2011

● [2] Weiyao Zhu, Hongqing Song, Xiaohe Huang, Xuan Liu, Dongbo He, and Qiquan Ran, Pressure Characteristics and Effective Deployment in a Water-Bearing Tight Gas Reservoir with Low-Velocity Non-Darcy Flow. Energy and Fuels, 25(3):1111-1117, 2011

● [3] Song, H., Huang, X., & Lou, Y. Study on the effect of fracture characteristics to ultra-low permeability reservoirs development. In 2011 Second International Conference on Mechanic Automation and Control Engineering. IEEE, 3559-3562, 2011.

● [4] 刘今子,宋洪庆,朱维耀,安岩,张明江, 考虑低渗透储层厚度非均质性的有效驱动半径计算及分析. 大庆石油学院学报. 35(1):68-72+119, 2011

Jinzi Liu ,Hongqing Song,   Weiyao Zhu , Yan An , Mingjiang Zhang, Calculation and analysis of effective drive radius with the consideration of non homogeneity in low permeability reservoir thickness, Journal of Daqing Petroleum Institute, 35(1):68-72+119, 2011

● [5] 宋洪庆,何东博,娄钰,伊怀建,朱维耀. 低渗致密气藏低速非线性渗流产能研究. 特种油气藏. 18(2):79-81+139, 2011

Hongqing Song, Dongbo He, Yu Lou, Huaijian Yi, Weiyao Zhu, Productivity study of low-velocity nonlinear flow in low permeability tight gas reservoirs, Special Oil and Gas Reservoirs, 18(2):79-81+139, 2011


● [1] H. Q. Song; W. Y. Zhua; M. Wanga; Y. K. Sunb; X. Chena, A Study of Effective Deployment in Ultra-Low-Permeability Reservoirs With Non-Darcy Flow. Petroleum Science and Technology. 28:1700-1711, 2010

● [2] 朱维耀,刘今子,宋洪庆,孙玉凯,王明, 低(特低)渗透油藏非达西渗流有效动用计算方法. 石油学报. 31(3):452-457, 2010

Weiyao Zhu, Jinzi Liu, Hongqing Song, Yukai SUN, Ming Wang, Calculation of ef fective startup degree of non-Darcy flow in low or ultra-low permeability reservoirs, Acta Petrolei Sinica, 31(3):452-457, 2010

● [3] 王明,朱维耀,李继山,刘合,宋洪庆, 低渗透油藏菱形反九点压裂井网两相渗流分析. 岩土力学. 31(10):3295-3299, 2010

Ming Wang, Weiyao Zhu, Jishan Li, He Liu, Hongqing SongTwo-phase percolation of rhombus inverted nine-spot fracturing well pattern in low permeability oil reservoirs, Rock and Soil Mechanics, 31(10):3295-3299, 2010


● [1] 宋洪庆,朱维耀,沈全富,宋吉水,黄小荷, 低渗透非均质油藏动用程度评价新方法. 特种油气藏. 16(1):64-67, 2009

Hongqing Song, Weiyao Zhu, Quanfu Shen , Jishui Song, Xiaohe Huang, A new evaluation method of producing degree for low-permeability heterogeneous reservoirs

Special Oil and Gas Reservoirs, 16(1):64-67, 2009

● [2] 孙玉凯,宋洪庆,朱维耀,王明,黄小荷, 低渗透油藏非达西渗流地层压力计算方法及分析. 岩土力学. 30(增刊2):138-141, 2009

Yukai Sun, Hongqing Song, Weiyao Zhu, Ming Wang, Xiaohe Huang, Formation pressure calculation and analysis of low permeability reservoir with non-Darcy flow, Rock and Soil Mechanics

● [3] 王明,朱维耀,刘合,张玉广,宋洪庆, 低渗透油层压裂五点井网两相流动理论分析. 北京科技大学学报. 31(12):1511-1515, 2009

Wang Ming, Weiyao Zhu, He Liu, Yuguang Zhang, Hongqing Song, Theoretical analysis of two-phase porous flow in low-permeability oil reservoirs in a five-spot pattern, Journal of University of Science and Technology Beijing, 31(12):1511-1515, 2009

● [4] 朱维耀,王明,宋洪庆,徐新丽,曹均和, 特低渗透油藏基质-裂缝耦合非定常流动规律研究. 特种油气藏. 16(2):56-58+66+107,2009

Weiyao Zhu,Ming Wang, Hongqing Song,Xinli Xu, Junhe Cao, Study on matrix-fracture coupling unsteady flow in extra-low permeability reservoirs, Special Oil and Gas Reservoirs, 16(2):56-58+66+107,2009

● [5] 麻成斗,朱维耀,姜福聪,宋洪庆,王明, 葡南扶余油层非达西渗流有效驱动理论. 辽宁工程技术大学学报(自然科学版). 28(S1):93-96, 2009

Chengdou Ma,Weiyao Zhu,Fucong Jiang,Hongqing Song,Ming Wang, Investigation of effective drive theory on Non-Darcy with low permeability in Fuyu oil reservoirs, Journal of Liaoning Technical University(Natural Science), 28(S1):93-96, 2009

● [6] 宋洪庆,朱维耀,王明,孙玉凯,韩修廷, 多段塞等渗阻调驱复杂渗流. 北京科技大学学报. 31(10):1213-1217+1321, 2009

Hongqing Song, Weiyao Zhu, Ming Wang, Yukai Sun, Xiuyan Han, Complicated controllable displacement of equivalent filtrational resistance with several slugs, Journal of University of Science and Technology Beijing. 31(10):1213-1217+1321, 2009

● [7] 朱维耀,孙玉凯,燕良东,宋洪庆,胡永乐, 气-液-固变相态复杂渗流微观实验研究. 北京科技大学学报. 31(11):1351-1356, 2009

Weiyao Zhu, Yukai Sun, Liangdong Yan, Hongqing Song, Yong-le HU, Microscopical experimental investigation on complex flow with gas-liquid-solid phase change through porous media. Journal of University of Science and Technology Beijing, 31(11):1351-1356, 2009

● [8] 燕良东,朱维耀,宋洪庆, 多孔介质中凝析油气体系析蜡实验. 新疆石油地质. 30(6):761-763, 2009

Liangdong Yang, Weiyao Zhu, Hongqing Song,The Experiment of Wax Precipitation from Oil-Gas Condensate System in Porous Media, XINJIANG PETROLEUM GEOLOGY. 30(6):761-763, 2009

● [9] Zhu Weiyao, Song Hongqing, Ma Chengdou. Study on Seepage from High Permeability Location to Low for Improvement of Development Effect in Heterogeneous Reservoirs, Conference: International Forum on Porous Flow and Applications. Pages: 719-724, 2009


● [1] 宋洪庆,朱维耀,张玉广,崔英怀,何东博, 不同平面非均质条件下含水低渗气藏开采理论研究. 特种油气藏. 15(6):45-47, 2008

Hongqing Song, Weiyao Zhu, Yuguang Zhang, Yinghuai Cui, Dong-bo He. Theoretical study on development of low-permeability water-bearing gas reservoir with different horizontal heterogeneous conditions, 特种油气藏. 15(6):45-47, 2008

● [2] 宋洪庆,朱维耀,孙玉凯,李正科,成进湖,王明, 高注低采改善平面非均质油藏开发研究. 辽宁工程技术大学学报(自然科学版). 27(6):809-812, 2008

Hongqing Song, Weiyao Zhu, Yukai Sun, Zhengke Li, Jinhu Cheng, Ming Wang, Study on development effect improved by high- permeability location injection and low production for heterogenous reservoirs, Journal of Liaoning Technical University(Natural Science), 27(6):809-812, 2008

● [3] 朱维耀,宋洪庆,何东博,王明,贾爱林,胡永乐. 含水低渗气藏低速非达西渗流数学模型及产能方程研究[J]. 天然气地球科学. 19(5):685-689, 2008

Weiyao Zhu, Hongqing Song, Dongbo He, Ming Wang, Ailin Jia, Yongle Hu, Low-velocity Non-Darcy Gas Seepage Model and Productivity Equations of Low-permeability Water-bearing Gas Reservoirs, 天然气地球科学. 19(5):685-689, 2008


[1] 燕良东,朱维耀,宋洪庆, 低渗透油藏注采井间压力分布与流态响应研究. 岩土力学. 28(增刊):366-370, 2007

Liangdong Yang, Weiyao Zhu, Hongqing Song, Study of pressure distribution and flow pattern response between injection and production well in low permeability reservoirs, Rock and Soil Mechanics, 28Supplement.):366-370, 2007

[2] 燕良东,朱维耀,宋洪庆, 低渗透油藏注采井间压力分布与流态响应研究. 第九届全国岩土力学数值分析与解析方法讨论会论文集,2007

Liangdong Yang, Weiyao Zhu, Hongqing Song, Study of pressure distribution and flow pattern response between injection and production well in low permeability reservoirs, 第九届全国岩土力学数值分析与解析方法讨论会论文集,2007

[3] 朱维耀,王明,宋洪庆, 非牛顿流体驱油渗流特征数学模型. 北京力学会第13届学术年会论文集.366-370, 2007

Weiyao Zhu, Ming Wang, Hongqing Song, 非牛顿流体驱油渗流特征数学模型. 北京力学会第13届学术年会论文集.366-370, 2007