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A Brief Review of High Entropy Alloys and Serration Behavior and Flow Units 被引量:4
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作者 Yong ZHANG Jun-wei QIAO Peter K.LIAW 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2016年第1期2-6,共5页
Multicomponent alloys with high entropy of mixing,e.g.,high entropy alloys(HEAs)and/or multiprincipal-element alloys(MEAs),are attracting increasing attentions,because the materials with novel properties are being... Multicomponent alloys with high entropy of mixing,e.g.,high entropy alloys(HEAs)and/or multiprincipal-element alloys(MEAs),are attracting increasing attentions,because the materials with novel properties are being developed,based on the design strategy of the equiatomic ratio,multicomponent,and high entropy of mixing in their liquid or random solution state.Recently,HEAs with the ultrahigh strength and fracture toughness,excellent magnetic properties,high fatigue,wear and corrosion resistance,great phase stability/high resistance to heat-softening behavior,sluggish diffusion effects,and potential superconductivity,etc.,were developed.The HEAs can even have very high irradiation resistance and may have some self-healing effects,and can potentially be used as the first wall and nuclear fuel cladding materials.Serration behaviors and flow units are powerful methods to understand the plastic deformation or fracture of materials.The methods have been successfully used to study the plasticity of amorphous alloys(also bulk metallic glasses,BMGs).The flow units are proposed as:free volumes,shear transition zones(STZs),tension-transition zones(TTZs),liquid-like regions,soft regions or soft spots,etc.The flow units in the crystalline alloys are usually dislocations,which may interact with the solute atoms,interstitial types,or substitution types.Moreover,the flow units often change with the testing temperatures and loading strain rates,e.g.,at the low temperature and high strain rate,plastic deformation will be carried out by the flow unit of twinning,and at high temperatures,the grain boundary will be the weak area,and play as the flow unit.The serration shapes are related to the types of flow units,and the serration behavior can be analyzed using the power law and modified power law. 展开更多
关键词 high entropy alloy bulk metallic glass serration behavior flow unit
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Permeability prediction using hydraulic flow units and electrofacies analysis 被引量:2
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作者 Amanat Ali Bhatti Atif Ismail +4 位作者 Arshad Raza Raoof Gholami Reza Rezaee Ramasamy Nagarajan Eric Saffou 《Energy Geoscience》 2020年第1期81-91,共11页
It is essential to characterize fluid flow in porous media to have a better understanding of petrophysical properties.Many approaches were developed to determine reservoir permeability among which the integrated analy... It is essential to characterize fluid flow in porous media to have a better understanding of petrophysical properties.Many approaches were developed to determine reservoir permeability among which the integrated analysis of hydraulic flow unit(HFU)and electrofacies(EF)is considered to be useful one.However,the application of HFU and EF analysis has not been totally understood with a limited data to develop correlation for less distance offset wells.In this study,an attempt was made to show the application of integrating HFU and EF for reliable estimation of permeability using core and wireline log data in one of the gas fields in Pakistan.The results obtained indicate that the integrated approach proposed in this study can be used,especially in less distance offset wells when a limited number of data are available for petrophysical characterization. 展开更多
关键词 PERMEABILITY Hydraulic flow units Electrofacies Gas fields Pakistan
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Manipulating internal flow units toward favorable plasticity in Zr-based bulk-metallic glasses by hydrogenation
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作者 Fuyu Dong Yuexin Chu +8 位作者 Mengyuan He Yue Zhang Weidong Li Peter K.Liaw Binbin Wang Liangshun Luo Yanqing Su Robert O.Ritchie Xiaoguang Yuan 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2022年第7期36-45,共10页
This work intends to manipulate the internal flow units in Zr_(55)Cu_(30)Ni_(5)Al_(10)bulk-metallic glasses(BMGs)through plasma-assisted hydrogenation to generate a positive microalloying effect on plasticity.Based on... This work intends to manipulate the internal flow units in Zr_(55)Cu_(30)Ni_(5)Al_(10)bulk-metallic glasses(BMGs)through plasma-assisted hydrogenation to generate a positive microalloying effect on plasticity.Based on the cooperative shear model theory,serration-flow statistics during nanoindentation loading and creep tests during the holding stage were used to analyze the influence of hydrogen on the behavior of flow units in BMGs.Experimental observations showed that the hydrogen in the Zr_(55)Cu_(30)Ni_(5)Al_(10)BMGs caused mechanical softening,plasticity improvement,and structural relaxation.Analysis also showed that the average volume,size,and activation energy of internal flow units in the BMGs all increased as a result of the increase in the hydrogen content.The hydrogenation in the BMGs was found to lead to a prolifera-tion of shear bands,which promoted plasticity.The aggregation of these internal flow units reduced the stress required for plastic deformation through shear bands,ultimately causing softening and structural relaxation. 展开更多
关键词 Bulk-metallic glass Plasma-assisted hydrogenation NANOINDENTATION Internal flow unit Serrations Nano-scale creep
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Vortex Evolution Behavior in Self-Assembly of Flow Units in Metallic Glasses
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作者 Jie Lian Ruyue Song +1 位作者 Yan Chen Lanhong Dai 《Acta Mechanica Solida Sinica》 SCIE EI CSCD 2023年第5期603-611,共9页
Shear banding in amorphous metals originates from the activation and percolation of flow units.To uncover the self-assembly dynamics of flow units in metallic glasses,a rectangular sample with two flow units embedded ... Shear banding in amorphous metals originates from the activation and percolation of flow units.To uncover the self-assembly dynamics of flow units in metallic glasses,a rectangular sample with two flow units embedded in the matrix undergoing simple shearing was analyzed using finite element simulations.The vortex evolution behavior,including activation,growth,and collapse during the self-assembly of flow units,was revealed.It was found that the formation of a mature vortex indicates the onset of yielding,and the collapse of the vortex represents the percolation of flow units or shear localization.The effects of initial free volume distribution and the distance between flow units on vortex behavior were also studied.Increasing the initial free volume concentration within flow units or the matrix leads to a gentler vortex evolution process and better homogeneous plasticity.The shape of vortex tends to be"flatter"with the increase in flow units'spacing,and the optimal spacing was found to maximize the strength of the material. 展开更多
关键词 VORTEX Free volume SELF-ASSEMBLY flow units Metallic glasses
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Permeability Prediction Using Hydraulic Flow Units: Baltim North Gas Field, Nile Delta, Egypt
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作者 Abdel Moktader A. El Sayed Samy Zayed Nahla A. El Sayed 《International Journal of Geosciences》 2021年第2期57-76,共20页
168 core samples data of two production wells in the Baltim North field were used to identify the complex discrepancies in reservoir pore geometry which governing the Abu Madi reservoir fluid flow properties. Permeabi... 168 core samples data of two production wells in the Baltim North field were used to identify the complex discrepancies in reservoir pore geometry which governing the Abu Madi reservoir fluid flow properties. Permeability prediction from well logs is significant goal when the core data is rarely available in most cases because<span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;"> of</span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;"> its expensive cost. The hydraulic flow unit approach was used to classify reservoir rocks according to its pore aperture size in the cored wells. The predicted permeability was calculated from core porosity and core permeability relationship for each flow unit. The difference between Neutron porosity and Density porosity was recognized to distinguish different hydraulic flow units. The higher difference indicates higher quality flow unit and vice versa. For model’s verification the predicted permeability was plotted against the laboratory measured permeability in all studied wells and shows highly matching.</span></span></span> 展开更多
关键词 PERMEABILITY Hydraulic flow units Pore Throat (r35) Baltim Gas Field EGYPT
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Factor Controlling Reservoir Properties and Flow Unit Determination in the Ilam Formation of Dezfol Embayment at Zagros Fold-Thrust Belt, Southwest of Iran
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作者 Peiman Rezaie Akram Jooybari +1 位作者 Majid Mehdi Pour Mansour Gorbani 《Open Journal of Geology》 2016年第7期660-671,共12页
Dezfol embayment in the Southwest of Iran is located in the Zagros fold-thrust belt, which is one of the world’s largest petroleum provinces. Ilam Formation (Santonian-Companian) is one of the reservoir formations in... Dezfol embayment in the Southwest of Iran is located in the Zagros fold-thrust belt, which is one of the world’s largest petroleum provinces. Ilam Formation (Santonian-Companian) is one of the reservoir formations in this area that has been less studied. This paper focused on reservoir properties in this formation using petrography and petrophysics data. According to the petrography studies Ilam Formation composed of limestone as dominant lithology. Detailed petrographic analyses, have led to identification of 10 micro-facies which are represented as a carbonate ramp depositional model. Also petrographic analyses are revealed that cementation, dissolution, compaction and dolomitization are most important digenetic processes. Detailed petrographic analyses and petrophysics data showed that due to mud-supported nature of more facies (inherited low reservoir potential from their depositional settings), diagenetic process plays an important role in increasing of reservoir quality. However cementation and dissolution had negative and positive effects on Ilam reservoir formation, respectively. Finally at the end for better correlation and to create a flow unit, according to the petrography data and using petrophysics log, this reservoir is divided into 5 units (flow unite) by using Geolog software and then they have been correlated across the field. 展开更多
关键词 COMPONENT Diagenetic Process flow unit Petrophysic Reservoir Characterization Ilam Formation Dezfol Embayment
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An Integrated Method of Data Mining and Flow Unit Identification for Typical Low Permeability Reservoir Prediction
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作者 Peng Yu 《World Journal of Engineering and Technology》 2019年第1期122-128,共7页
With the development of oilfield exploration and mining, the research on continental oil and gas reservoirs has been gradually refined, and the exploration target of offshore reservoir has also entered the hot studyst... With the development of oilfield exploration and mining, the research on continental oil and gas reservoirs has been gradually refined, and the exploration target of offshore reservoir has also entered the hot studystage of small sand bodies, small fault blocks, complex structures, low permeability and various heterogeneous geological bodies. Thus, the marine oil and gas development will inevitably enter thecomplicated reservoir stage;meanwhile the corresponding assessment technologies, engineering measures andexploration method should be designed delicately. Studying on hydraulic flow unit of low permeability reservoir of offshore oilfield has practical significance for connectivity degree and remaining oil distribution. An integrated method which contains the data mining and flow unit identification part was used on the flow unit prediction of low permeability reservoir;the predicted results?were compared with mature commercial system results for verifying its application. This strategy is successfully applied to increase the accuracy by choosing the outstanding prediction result. Excellent computing system could provide more accurate geological information for reservoir characterization. 展开更多
关键词 Low PERMEABILITY Reservoir Offshore OILFIELD Hydraulic flow unit flow unit IDENTIFICATION Data Mining
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Classification and Denominationof Flow Units for Clastic Reservoirsof Continental Deposit
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作者 常学军 唐跃刚 +2 位作者 郝建明 张凯 郑家朋 《Journal of China University of Mining and Technology》 2004年第2期209-214,共6页
On the basis of other researchers' achievements and the authors' understanding of flow units, a proposal on classification and denomination of flow units for clastic reservoirs of continental deposit is put fo... On the basis of other researchers' achievements and the authors' understanding of flow units, a proposal on classification and denomination of flow units for clastic reservoirs of continental deposit is put forward according to the practical need of oilfield development and relevant theories. The specific implications of development and geology are given to each type of flow units, which has provided a scientific basis for oil development. 展开更多
关键词 flow units of RESERVOIRS CLASSIFICATION DENOMINATION clastic RESERVOIRS of CONTINENTAL DEPOSIT development and GEOLOGY
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Petrophysical Analysis and Flow Units Characterization for Abu Madi Pay Zones in the Nile Delta Reservoirs
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作者 Abdulaziz M. Abdulaziz Mohamed A. Abouzaid A. S. Dahab 《Open Journal of Geology》 2018年第12期1146-1165,共20页
Field development typically requires detailed petrophysical analysis and well defined hydraulic flow units for comprehensive formation evaluation and reservoir characterization. In the present study, pay zones petroph... Field development typically requires detailed petrophysical analysis and well defined hydraulic flow units for comprehensive formation evaluation and reservoir characterization. In the present study, pay zones petrophysics are studied using an assembly of well log data from 8 wells together with core plugs measurements. Petrophysical analysis showed a good reservoir quality with average water saturation increasing toward the East and Southeast of the study area. Using a multi-linear regression technique on well logs and core data, permeability is estimated at well locations for flow unit characterization and flow capacity calculation. Results showed that five hydraulic flow units are identified through the studied wells, with relatively good correlation. Such correlation indicated a good continuity in the net pay zone of Abu Madi Formation in the Nile Delta reservoirs. The developed hydraulic flow units (HFUs) are classified according to its hydraulic conductivity into two main categories: the first category comprises the units with low permeability (K 1270 mD). The reservoir flow capacity (RFC) of these units indicated the development of 4 distinct classes (~11, ~30, ~80, and greater than 130 D.ft). The wells within the Northwestern part of the study area showed three HFUs that relatively vary from those located at the Southeast where two HFUs are only developed. In addition, the Southeastern part of the reservoir is characterized by good RFC as indicated by the development of high order HFUs (3, 4, and 5) compared to the Northeastern part with predominated low order HFUs (1, 2, and 3). Such results are crucial for the efficient field development and profound reservoir management of oil and gas fields in the Nile Delta. 展开更多
关键词 Abu Madi Formation Evaluation HYDRAULIC flow unitS RESERVOIR CHARACTERIZATION flow Capacity
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Study on Flow Unit of Heavy Oil Bottom Water Reservoir with Over-Limited Thickness in Offshore Oilfield
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作者 Wei Wang Jie Tan +2 位作者 Songru Mu Bo Li Wentong Zhang 《Open Journal of Geology》 2019年第9期507-515,共9页
The upper Ming section of L oilfield is a typical offshore heavy oil bottom-water reservoir with thick fluvial layers. All horizontal wells are developed by natural energy. Due to the few drilling holes and influence ... The upper Ming section of L oilfield is a typical offshore heavy oil bottom-water reservoir with thick fluvial layers. All horizontal wells are developed by natural energy. Due to the few drilling holes and influence by the resolution of seismic data, it is difficult to describe reservoirs with thickness over 20 meters. In this paper, seismic resonance amplitude inversion technology is introduced to restore the real response of thick reservoirs and interbeds by drilling and drilling verification, and the geological bodies with different thickness are displayed by frequency division RGB three primary colors. Flow units of heavy oil reservoirs with bottom water are divided according to the three major factors of interlayer, lithologic internal boundary and water-oil thickness ratio which have the greatest influence on horizontal well development, thick sand bodies are divided into 10 different flow units in three levels, each unit is separated from each other, and the reservoir structure, water-cut characteristics and water-flooding characteristics are different. The reliability of the research is improved by using the dynamic data of horizontal wells and newly drilled passing wells, which provides a basis for tapping the potential of heavy oil reservoirs with bottom water. 展开更多
关键词 Over-Limited THICK Layer INVERSION of Tuned Amplitude Frequency DIVISION RGB Fusion Water-Oil Thickness Ratio flow unit
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Pore size determination using normalized J-function for different hydraulic flow units 被引量:2
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作者 Ali Abedini Farshid Torabi 《Petroleum》 2015年第2期106-111,共6页
Pore size determination of hydrocarbon reservoirs is one of the main challenging areas in reservoir studies.Precise estimation of this parameter leads to enhance the reservoir simulation,process evaluation,and further... Pore size determination of hydrocarbon reservoirs is one of the main challenging areas in reservoir studies.Precise estimation of this parameter leads to enhance the reservoir simulation,process evaluation,and further forecasting of reservoir behavior.Hence,it is of great importance to estimate the pore size of reservoir rocks with an appropriate accuracy.In the present study,a modified J-function was developed and applied to determine the pore radius in one of the hydrocarbon reservoir rocks located in the Middle East.The capillary pressure data vs.water saturation(PceSw)as well as routine reservoir core analysis include porosity(4)and permeability(k)were used to develop the J-function.First,the normalized porosity(4z),the rock quality index(RQI),and the flow zone indicator(FZI)concepts were used to categorize all data into discrete hydraulic flow units(HFU)containing unique pore geometry and bedding characteristics.Thereafter,the modified J-function was used to normalize all capillary pressure curves corresponding to each of predetermined HFU.The results showed that the reservoir rock was classified into five separate rock types with the definite HFU and reservoir pore geometry.Eventually,the pore radius for each of these HFUs was determined using a developed equation obtained by normalized J-function corresponding to each HFU.The proposed equation is a function of reservoir rock characteristics including 4z,FZI,lithology index(J*),and pore size distribution index(3).This methodology used,the reservoir under study was classified into five discrete HFU with unique equations for permeability,normalized J-function and pore size.The proposed technique is able to apply on any reservoir to determine the pore size of the reservoir rock,specially the one with high range of heterogeneity in the reservoir rock properties. 展开更多
关键词 Pore size Pore geometry Hydraulic flow unit Capillary pressure J-function
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Estimation of reservoir and remaining oil prediction based on flow unit analysis 被引量:4
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作者 YIN TaiJu1,ZHANG ChangMin1,ZHANG ShangFeng1,WANG ShouPing2 & MAO LiHua2 1 Key Laboratory of Exploration Technologies for Oil and Gas Resources,Ministry of Education,Yangtze University,Jingzhou 434023,China 2 Zhongyuan Oilfield of China Petroleum & Chemical Corporation,Puyang 457001,China 《Science China Earth Sciences》 SCIE EI CAS 2009年第S1期120-127,共8页
Through natural partition and clustering analysis,four kinds of flow units were distinguished in Pu53 block,Pucheng Oilfield. Taking the short-term cycle as studying unit,the two-dimensional distribution of each type ... Through natural partition and clustering analysis,four kinds of flow units were distinguished in Pu53 block,Pucheng Oilfield. Taking the short-term cycle as studying unit,the two-dimensional distribution of each type of flow units was forecasted and the short-term cycle was classified into four types based on the two-dimensional characteristics of the flow units. The remaining oil was predicted by conceptual simulation,qualitative analysis and quantitative modeling. The results showed obvious control of the characteristics of reservoir flow units to the remaining oil. E and G units in type I and type II short-term cycles which are distributed continuously in large areas are mostly flooded,while the uncontrolled small isolated G flow unit in type III short-term cycles which were mainly made of F flow unit and F flow unit with continuous distribution become the accumulating place for remaining oil. Thus the development adjustment strategy should optimize the development of small-scale E and G units,strengthen the development of type III short-term cycles,and block out type I short-term cycles. This strategy improves the development of Pu53 block obviously. 展开更多
关键词 flow unit classification RESERVOIR evaluation RESERVOIR FORECAST REMAINING OIL development RESPONSE adjustment PROJECT
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Implementation of a Petrographical and Petrophysical Workflow Protocol for Studying the Impact of Heterogeneity on the Rock Typing and Reservoir Quality of Reefal Limestone:A Case Study on the Nullipore Carbonates in the Gulf of Suez
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作者 Mona G.SAFA Bassem S.NABAWY +2 位作者 Ahmed M.K.BASAL Mohammad A.OMRAN Aref LASHIN 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2021年第5期1746-1762,共17页
This study focuses on the heterogeneity of the middle Miocene syn-rift Belayim nullipore(reefal)marine sequences in the Gulf of Suez and its impacts on reservoir quality.The sequences consist of coralline algal reef l... This study focuses on the heterogeneity of the middle Miocene syn-rift Belayim nullipore(reefal)marine sequences in the Gulf of Suez and its impacts on reservoir quality.The sequences consist of coralline algal reef limestones with a highly complex dual-porosity system of primary and secondary porosities of widely varying percentages.To achieve a precise mathematical modeling of these reservoir sequences,a workflow protocol was applied to separate these sequences into a number of hydraulic flow units(HFUs)and reservoir rock types(RRTs).This has been achieved by conducting a conventional core analysis on the nullipore marine sequence.To illustrate the heterogeneity of the nullipore reservoir,the Dykstra-Parsons coefficient(V)has been estimated(V=0.91),indicating an extremely heterogeneous reservoir.A slight to high anisotropy(λ_(k))has been assigned for the studied nullipore sequences.A stratigraphic modified Lorenz plot(SMLP)was applied to define the optimum number of HFUs and barriers/baffles in each of the studied wells.Integrating the permeability-porosity,reservoir quality index-normalized porosity index(RQI-NPI)and the RQI-flow zone indicator(RQIFZI)plots,the discrete rock types(DRT)and the R35 techniques enable the discrimination of the reservoir sequences into 4 RRTs/HFUs.The RRT4 packstone samples are characterized by the best reservoir properties(moderate permeability anisotropy,with a good-to-fair reservoir quality index),whereas the RRT1 mudstone samples have the lowest flow and storage capacities,as well as the tightest reservoir quality. 展开更多
关键词 reservoir heterogeneity nullipore rock typing hydraulic flow units Dykstra-Parsons coefficient stratigraphic modified Lorenz plot(SMLP)
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Short-Term Traffic Flow Prediction Based on Road Network Topology 被引量:3
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作者 Feng Jin Baicheng Zhao 《Journal of Beijing Institute of Technology》 EI CAS 2019年第3期383-388,共6页
Accurate short-term traffic flow prediction plays a crucial role in intelligent transportation system (ITS), because it can assist both traffic authorities and individual travelers make better decisions. Previous rese... Accurate short-term traffic flow prediction plays a crucial role in intelligent transportation system (ITS), because it can assist both traffic authorities and individual travelers make better decisions. Previous researches mostly focus on shallow traffic prediction models, which performances were unsatisfying since short-term traffic flow exhibits the characteristics of high nonlinearity, complexity and chaos. Taking the spatial and temporal correlations into consideration, a new traffic flow prediction method is proposed with the basis on the road network topology and gated recurrent unit (GRU). This method can help researchers without professional traffic knowledge extracting generic traffic flow features effectively and efficiently. Experiments are conducted by using real traffic flow data collected from the Caltrans Performance Measurement System (PEMS) database in San Diego and Oakland from June 15, 2017 to September 27, 2017. The results demonstrate that our method outperforms other traditional approaches in terms of mean absolute percentage error (MAPE), symmetric mean absolute percentage error (SMAPE) and root mean square error (RMSE). 展开更多
关键词 TRAFFIC flow prediction GATED RECURRENT unit (GRU) intelligent TRANSPORTATION systems ROAD network TOPOLOGY
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On the generation of drift flows in wall-bounded flows transiting to turbulence
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作者 Paul Manneville 《Theoretical & Applied Mechanics Letters》 CAS CSCD 2018年第1期48-56,共9页
Despite recent progress, laminar-turbulent coexistence in transitional planar wall-bounded shear flows is still not well understood. Contrasting with the processes by which chaotic flow inside turbulent patches is sus... Despite recent progress, laminar-turbulent coexistence in transitional planar wall-bounded shear flows is still not well understood. Contrasting with the processes by which chaotic flow inside turbulent patches is sustained at the local(minimal flow unit) scale, the mechanisms controlling the obliqueness of laminar-turbulent interfaces typically observed all along the coexistence range are still mysterious. An extension of Waleffe's approach [Waleffe, 1997] is used to show that,already at the local scale, drift flows breaking the problem's spanwise symmetry are generated just by slightly detuning the modes involved in the self-sustainment process. This opens perspectives for theorizing the formation of laminar-turbulent patterns. 展开更多
关键词 Wall-bounded flowS Plane COUETTE flow Minimal flow unit Self-sustainment-process GALERKIN models
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基于流动单元智能划分的湖泊-三角洲致密砂岩储层渗透率测井评价 被引量:2
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作者 赵天沛 赵勇 +4 位作者 谭茂金 李久娣 李博 王安龙 叶俊琦 《石油物探》 北大核心 2025年第2期388-396,共9页
在湖泊-三角洲沉积体系中,致密砂岩储层孔隙结构复杂且孔隙类型多样、渗透率低,此类储层的测井解释与评价面临挑战。渗透率是储层评价和产能预测的关键参数,传统的渗透率测井解释方法精度低,不能满足生产要求。针对这一难题,分析了影响... 在湖泊-三角洲沉积体系中,致密砂岩储层孔隙结构复杂且孔隙类型多样、渗透率低,此类储层的测井解释与评价面临挑战。渗透率是储层评价和产能预测的关键参数,传统的渗透率测井解释方法精度低,不能满足生产要求。针对这一难题,分析了影响储层渗透性的微观因素(孔隙结构)和宏观因素(流动单元),而且孔隙结构与流动单元密切相关,提出了岩石类型与流动单元指数(FZI)大小分类构建渗透率模型的方法。首先,分析岩心实验结果,确定岩石类型,计算岩心流动单元指数并利用累计频率法进行类型细分,针对每种类型构建相应的渗透率模型。然后,选取敏感测井实验构建标签,利用深度神经网络构建最佳模型,预测储层流动单元指数。最后,将孔隙度测井和流动单元指数代入相应的分类模型,计算出渗透率。将该方法应用于XH凹陷HG组低孔、低渗储层的渗透率预测进行应用,渗透率预测对数误差约为0.18,比利用深度神经网络直接预测渗透率的效果好。新的储层渗透率评价方法包括基于数据驱动的机器学习方法和基于机理或知识驱动的物理模型构建,体现了数模双驱智能思想,显著提高了致密砂岩储层渗透率测井评价精度,为其他湖泊-三角洲沉积体系储层渗透率预测提供了重要借鉴。 展开更多
关键词 湖泊-三角洲沉积 致密砂岩储层 流动单元指数 深度神经网络 数模双驱智能 渗透率评价
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基于流动单元划分的缝洞结构量化表征方法 被引量:1
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作者 李成刚 任文博 +3 位作者 刘培亮 郭忠良 蒋林 宋利红 《西安石油大学学报(自然科学版)》 北大核心 2025年第5期34-40,共7页
断控型油藏缝洞结构的表征是该类型油藏精细描述的关键基础难题,前期主要通过地震物探手段刻画表征,该方法与开发动态数据的关联性不强。借鉴砂岩流动单元的概念,计算流动系数和存储体积的变化,在缝洞单元内部及缝洞体内部划分流动单元... 断控型油藏缝洞结构的表征是该类型油藏精细描述的关键基础难题,前期主要通过地震物探手段刻画表征,该方法与开发动态数据的关联性不强。借鉴砂岩流动单元的概念,计算流动系数和存储体积的变化,在缝洞单元内部及缝洞体内部划分流动单元,有效突出了不同缝洞结构流动的差异性,将地质结构转化为数值结构,以此实现量化表征断溶体结构,应用于建模赋值与数模剩余油预测动态相互验证。实践证实,该方法在提高采收率与增产方面应用效果良好,具有广阔的应用前景。 展开更多
关键词 缝洞型油藏 断控型油藏 缝洞单元 流动单元 缝洞结构
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Estimation of Future Generated Amount of E-Waste in the United States
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作者 Shoou-Yuh Chang Godwin Appiah Assumaning Yassir Abdelwahab 《Journal of Environmental Protection》 2015年第8期902-928,共27页
Electrical and electronic equipment waste, or e-waste, is one of the fastest growing waste streams in the United States. The main objective of this study is to estimate the future quantities of e-waste of thirteen sel... Electrical and electronic equipment waste, or e-waste, is one of the fastest growing waste streams in the United States. The main objective of this study is to estimate the future quantities of e-waste of thirteen selected electric and electronic products in the United States in 2025. To estimate the future amount of e-waste, the authors performed a material flow analysis. The model inputs are historical and future product sales data and the product’s average life span. Sensitivity analysis was constructed to evaluate the effect of the model inputs (average life span and future sales data) in the generation of e-waste. The results show that about 1.0835 billion units will reach their end of life (EOL) in 2025;cell phone devices are the highest occurring product among the thirteen selected products and weighted for about 66.0% of units of the total amount, followed by computer products at 18.0%, TV products at 11.6%, computer monitors at 1.7%, hard copy peripherals (HCP) at 1.6%, and computer accessories at 1.0%. The sensitivity analysis shows that the product life span has an effect on the e-waste generation amounts from the products under study, while the sensitivity analysis of forecasted future sales indicates that the generated waste will increase or decrease according to the sales trend. 展开更多
关键词 E-WASTE Material flow Analysis unitED STATES ESTIMATION
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Application tests of a new-type LNG rapid gasification unit
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作者 Yan Ping William Yang +2 位作者 Liu Qin Zhang Xinyue Cao Weiwu 《Natural Gas Industry B》 2017年第1期25-29,共5页
Liquefied natural gas(LNG)is stored under low temperature and high pressure.It has to be gasified before it is used.Therefore,LNG gasification unit is essential and it is vital to the high-efficiency utilization of LN... Liquefied natural gas(LNG)is stored under low temperature and high pressure.It has to be gasified before it is used.Therefore,LNG gasification unit is essential and it is vital to the high-efficiency utilization of LNG.In this paper,a new-type LNG rapid gasification unit was developed.Adopted in this unit are some innovative technologies authorized with the national patent of invention,such as the umbrella-shape gas flow circle unit,the flue gas circulation system and the water feeding system,which help to guarantee its operation safety and increase its operation efficiency.After it was justified in lab test,the unit for industrial application was designed and manufactured and then tested to verify its design rationality.The results show that the new-type LNG rapid gasification unit meets the design requirements in the aspect of efficiency,exhaust gas loss,radiation loss and fuel gas consumption rate;at a load of 1800e2200 m^(3)/h,its efficiency is over 95%;at a load of 1976.0 m^(3)/h which is close to the design value of 2000 m^(3)/h,its efficiency is 96.34%or even up to 2800 m^(3)/h.This new-type LNG rapid gasification unit is adaptable to a large range of loads and can adapt to the rapid increase of external load.Its fuel gas consumption rate is only 1.5%,which is in the range of energy conservation.It presents the advantages of high heating efficiency,rapid startup,high gasification rate,compact structure,small land occupation and invulnerability to the environment,therefore,it is applicable to the middle and small independent regions which cannot be connected to the natural gas supply pipeline networks due to various reasons. 展开更多
关键词 New-type LNG gasification unit Rapid startup High gasification rate Umbrella-shape gas flow circle unit Flue gas circulation Water feeding system Application test
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Air-flow Analysis for BCF Texturing Tube
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作者 崔启亮 陈明 陈人哲 《Journal of China Textile University(English Edition)》 EI CAS 2000年第1期114-116,共3页
In this paper,the Reynolds number,velocity,pressureand kinetic energy of the BCF processing hot air-floware analyzed with the help of the aero-dynamic theory,and their distributions inside the texturing tube are ob-ta... In this paper,the Reynolds number,velocity,pressureand kinetic energy of the BCF processing hot air-floware analyzed with the help of the aero-dynamic theory,and their distributions inside the texturing tube are ob-tained by pressure measuring. 展开更多
关键词 TEXTURING unit TEXTURING TUBE AIR - flow.
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