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预层的相伴层泛映射性质证明的注记
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作者 徐美萍 《北京工商大学学报(自然科学版)》 CAS 2007年第2期80-80,84,共2页
本文改正了参考文献[1]中命题4.1前半部分证明中的一个错误,并给出了其证明中省略的细节.
关键词 预层 预层的相伴层 泛映射
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Brendon同调理论和带转移的预层
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作者 邓绿 杨海波 《南昌航空大学学报(自然科学版)》 CAS 2016年第3期8-11,共4页
从奇异同调理论出发,进一步讨论RO(G)-分次的Brendon同调理论,利用范畴张量积的定义,证明了G-流形范畴到阿贝尔范畴的函子F∫M是预层,进一步证明预层链复形C*(ZX)∫M可以用来计算X的Brendon同调群。
关键词 Brendon同调 范畴 预层 RO(G)-分次
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预层对奇异上链复形的新诠释
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作者 彭丽娇 杨海波 《宜春学院学报》 2017年第9期37-38,95,共3页
本文是在奇异链复形、范畴等相关同调理论的基础上,定义了两个新的奇异上链复形C~*(F,Ζ),Ζ(V),结合麦基函子,将预层函子作用在它们所在范畴,找到了两个奇异上链复形对应的上同调群间的同构关系。
关键词 奇异上链复形 预层 同调群
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Seismic identification and characterization of complex storage space oil and gas reservoirs
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作者 XiaoYu-Jiang Tao Song +5 位作者 Li Deng-Gan Xiao Yue-Zhou Jing Liang Lele-Wei Ming Zhang Xiaofeng-Dai 《Applied Geophysics》 SCIE CSCD 2024年第3期606-615,620,共11页
To predict complex reservoir spaces(with developed caves,pores,and fractures),based on the results of full-azimuth depth migration processing,we adopted reverse weighted nonlinear inversion to improve the accuracy of ... To predict complex reservoir spaces(with developed caves,pores,and fractures),based on the results of full-azimuth depth migration processing,we adopted reverse weighted nonlinear inversion to improve the accuracy of porous reservoir prediction.Scattering imaging three-parameter wavelet transform technology was used to accurately predict small-scale cave bodies.The joint inversion method of velocity and amplitude anisotropy was developed to improve the accuracy of small and medium-sized fracture prediction.The results of multiscale fracture modeling and characterization,interwell connectivity analysis,and connection path prediction are consistent with the production condition.Finally,based on the above prediction findings,favorable reservoir development areas were predicted.The above ideas and strategies have great application value for the efficient exploration and development of complex storage space reservoirs and the optimization of high-yield well locations. 展开更多
关键词 complex storage space fracture prediction reservoir prediction cave prediction
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Stock trend prediction method coupled with multilevel indicators
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作者 Liu Yu Pan Yuting Liu Xiaoxing 《Journal of Southeast University(English Edition)》 EI CAS 2024年第4期425-431,共7页
To systematically incorporate multiple influencing factors,the coupled-state frequency memory(Co-SFM)network is proposed.This model integrates Copula estimation with neural networks,fusing multilevel data information,... To systematically incorporate multiple influencing factors,the coupled-state frequency memory(Co-SFM)network is proposed.This model integrates Copula estimation with neural networks,fusing multilevel data information,which is then fed into downstream learning modules.Co-SFM employs an upstream fusion module to incorporate multilevel data,thereby constructing a macro-plate-micro data structure.This configuration helps identify and integrate characteristics from different data levels,facilitating a deeper understanding of the internal links within the financial system.In the downstream model,Co-SFM uses a state-frequency memory network to mine hidden frequency information within stock prices,and the multifrequency patterns of sequential data are modeled.Empirical results show that Co-SFM s prediction accuracy for stock price trends is significantly better than that of other models.This is especially evident in multistep medium and long-term trend predictions,where integrating multilevel data results in notably improved accuracy. 展开更多
关键词 stock trend prediction multilevel indicators COPULA state-frequency memory network
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Reservoir prediction using pre-stack inverted elastic parameters 被引量:8
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作者 陈双全 王尚旭 +1 位作者 张永刚 季敏 《Applied Geophysics》 SCIE CSCD 2009年第4期349-358,394,共11页
This is a case study of the application of pre-stack inverted elastic parameters to tight-sand reservoir prediction. With the development of oil and gas exploration, pre-stack data and inversion results are increasing... This is a case study of the application of pre-stack inverted elastic parameters to tight-sand reservoir prediction. With the development of oil and gas exploration, pre-stack data and inversion results are increasingly used for production objectives. The pre-stack seismic property studies include not only amplitude verse offset (AVO) but also the characteristics of other elastic property changes. In this paper, we analyze the elastic property parameters characteristics of gas- and wet-sands using data from four gas-sand core types. We found that some special elastic property parameters or combinations can be used to identify gas sands from water saturated sand. Thus, we can do reservoir interpretation and description using different elastic property data from the pre-stack seismic inversion processing. The pre- stack inversion method is based on the simplified Aki-Richard linear equation. The initial model can be generated from well log data and seismic and geologic interpreted horizons in the study area. The input seismic data is angle gathers generated from the common reflection gathers used in pre-stack time or depth migration. The inversion results are elastic property parameters or their combinations. We use a field data example to examine which elastic property parameters or combinations of parameters can most easily discriminate gas sands from background geology and which are most sensitive to pore-fluid content. Comparing the inversion results to well data, we found that it is useful to predict gas reservoirs using λ, λρ, λ/μ, and K/μ properties, which indicate the gas characteristics in the study reservoir. 展开更多
关键词 elastic parameters pre-stack inversion reservoir prediction AVO analysis angle gather
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The application study on the multi-scales integrated prediction method to fractured reservoir description 被引量:17
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作者 陈双全 曾联波 +3 位作者 黄平 孙绍寒 张琬璐 李向阳 《Applied Geophysics》 SCIE CSCD 2016年第1期80-92,219,共14页
In this paper,we implement three scales of fracture integrated prediction study by classifying it to macro-( 1/4/λ),meso-( 1/100λ and 1/4λ) and micro-( 1/100λ) scales.Based on the multi-scales rock physics ... In this paper,we implement three scales of fracture integrated prediction study by classifying it to macro-( 1/4/λ),meso-( 1/100λ and 1/4λ) and micro-( 1/100λ) scales.Based on the multi-scales rock physics modelling technique,the seismic azimuthal anisotropy characteristic is analyzed for distinguishing the fractures of meso-scale.Furthermore,by integrating geological core fracture description,image well-logging fracture interpretation,seismic attributes macro-scale fracture prediction and core slice micro-scale fracture characterization,an comprehensive multi-scale fracture prediction methodology and technique workflow are proposed by using geology,well-logging and seismic multi-attributes.Firstly,utilizing the geology core slice observation(Fractures description) and image well-logging data interpretation results,the main governing factors of fracture development are obtained,and then the control factors of the development of regional macro-scale fractures are carried out via modelling of the tectonic stress field.For the meso-scale fracture description,the poststack geometric attributes are used to describe the macro-scale fracture as well,the prestack attenuation seismic attribute is used to predict the meso-scale fracture.Finally,by combining lithological statistic inversion with superposed results of faults,the relationship of the meso-scale fractures,lithology and faults can be reasonably interpreted and the cause of meso-scale fractures can be verified.The micro-scale fracture description is mainly implemented by using the electron microscope scanning of cores.Therefore,the development of fractures in reservoirs is assessed by valuating three classes of fracture prediction results.An integrated fracture prediction application to a real field in Sichuan basin,where limestone reservoir fractures developed,is implemented.The application results in the study area indicates that the proposed multi-scales integrated fracture prediction method and the technique procedureare able to deal with the strong heterogeneity and multi-scales problems in fracture prediction.Moreover,the multi-scale fracture prediction technique integrated with geology,well-logging and seismic multi-information can help improve the reservoir characterization and sweet-spots prediction for the fractured hydrocarbon reservoirs. 展开更多
关键词 Multi-scales Fracture prediction HETEROGENEITY Reservoir characterization Sweet-spots prediction
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30m、24m大跨度拱板屋面施工 被引量:1
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作者 莫洪滨 芮卫平 刘俊成 《黑龙江水利科技》 2003年第3期70-71,共2页
文章介绍某药厂两个大车间采用 30m、2 4m大跨度预应力拱形板的施工新技术、新工艺。采用预应力屋盖设计可增大使用面积 。
关键词 预层力拱形板 施工流程 施工技术 屋面 管理 工期 设备
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Wigner-Ville distribution and its application in seismic attenuation estimation 被引量:9
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作者 李艳东 郑晓东 《Applied Geophysics》 SCIE CSCD 2007年第4期245-254,共10页
The attenuation of seismic signals is often characterized in the frequency domain using statistical measures of the power spectrum. However, the conventional Fourier transform-based power spectrum estimation methods s... The attenuation of seismic signals is often characterized in the frequency domain using statistical measures of the power spectrum. However, the conventional Fourier transform-based power spectrum estimation methods suffer from time-frequency resolution problems. Wigner-Ville distribution, which is a member of Cohen class time-frequency distributions, possesses many appealing properties, such as time-frequency marginal distribution, time-frequency localization, etc. Therefore, Wigner-Ville distribution offers a new way for estimating the attenuation of seismic signals. This paper initially gives a brief introduction to Wigner-Ville distribution and the smoothed Wigner-Ville distribution that is effective in reducing the cross-term effect, and then presents a method for seismic attenuation estimation based on the instantaneous energy spectrum of the Wigner-Ville distribution. A real data example from central Tarim Basin in western China is presented to illustrate the effectiveness of the proposed method. The results show that the Wigner-Ville distribution-based seismic attenuation estimation method can effectively detect the difference between reef, shoal and lagoon facies by their attenuation properties, indicating that the estimated seismic attenuation can be used for reef and shoal carbonate reservoir characterization. 展开更多
关键词 Wigner-Ville distribution time-frequency analysis seismic attenuation reservoir characterization
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Integrated application of 3D seismic and microseismic data in the development of tight gas reservoirs 被引量:15
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作者 杨瑞召 赵争光 +3 位作者 彭维军 谷育波 王占刚 庄熙勤 《Applied Geophysics》 SCIE CSCD 2013年第2期157-169,235,236,共15页
The development of unconventional resources, such as shale gas and tight sane gas, requires the integration of multi-disciplinary knowledge to resolve many engineering problems in order to achieve economic production ... The development of unconventional resources, such as shale gas and tight sane gas, requires the integration of multi-disciplinary knowledge to resolve many engineering problems in order to achieve economic production levels. The reservoir heterogeneit3 revealed by different data sets, such as 3D seismic and microseismic data, can more full3 reflect the reservoir properties and is helpful to optimize the drilling and completioT programs. First, we predict the local stress direction and open or close status of the natura fractures in tight sand reservoirs based on seismic curvature, an attribute that reveals reservoi heterogeneity and geomechanical properties. Meanwhile, the reservoir fracture network is predicted using an ant-tracking cube and the potential fracture barriers which can affec hydraulic fracture propagation are predicted by integrating the seismic curvature attribute anc ant-tracking cube. Second, we use this information, derived from 3D seismic data, to assis in designing the fracture program and adjusting stimulation parameters. Finally, we interpre the reason why sand plugs will occur during the stimulation process by the integration of 3E seismic interpretation and microseismic imaging results, which further explain the hydraulic fracure propagation controlling factors and open or closed state of natural fractures in tigh sand reservoirs. 展开更多
关键词 tight sand gas 3D seismic microseismic reservoir characterization hydrauli fracture and fracture barrier /
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Diffraction separation by plane-wave prediction filtering 被引量:6
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作者 孔雪 王德营 +2 位作者 李振春 张瑞香 胡秋媛 《Applied Geophysics》 SCIE CSCD 2017年第3期399-405,461,共8页
Seismic data processing typically deals with seismic wave reflections and neglects wave diffraction that affect the resolution. As a general rule, wave diffractions are treated as noise in seismic data processing. How... Seismic data processing typically deals with seismic wave reflections and neglects wave diffraction that affect the resolution. As a general rule, wave diffractions are treated as noise in seismic data processing. However, wave diffractions generally originate from geological structures, such as fractures, karst caves, and faults. The wave diffraction energy is much weaker than that of the reflections. Therefore, even if wave diffractions can be traced back to their origin, their energy is masked by that of the reflections. Separating and imaging diffractions and reflections can improve the imaging accuracy of diffractive targets. Based on the geometrical differences between reflections and diffractions on the plane-wave record; that is, reflections are quasi-linear and diffractions are quasi-hyperbolic, we use plane-wave prediction fltering to separate the wave diffractions. First, we estimate the local slope of the seismic event using plane- wave destruction filtering and, then, we predict and extract the wave reflections based on the local slope. Thus, we obtain the diffracted wavefield by directly subtracting the reflected wavefield from the entire wavefield. Finally, we image the diffracted wavefield and obtain high-resolution diffractive target results. 2D SEG salt model data suggest that the plane-wave prediction filtering eliminates the phase reversal in the plane-wave destruction filtering and maintains the original wavefield phase, improving the accuracy of imaging heterogeneous objects. 展开更多
关键词 Plane wave prediction filter SEPARATION DIFFRACTION
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Gas sand distribution prediction by prestack elastic inversion based on rock physics modeling and analysis 被引量:5
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作者 贺芙邦 游俊 陈开远 《Applied Geophysics》 SCIE CSCD 2011年第3期197-205,240,共10页
Seismic inversion is one of the most widely used technologies for reservoir prediction. Many good results have been obtained but sometimes it fails to differentiate the lithologies and identify the fluids. However, se... Seismic inversion is one of the most widely used technologies for reservoir prediction. Many good results have been obtained but sometimes it fails to differentiate the lithologies and identify the fluids. However, seismic prestack elastic inversion based on rock physics modeling and analysis introduced in this paper is a significant method that can help seismic inversion and interpretation reach a new quantitative (or semi-quantitative) level from traditional qualitative interpretation. By doing rock physics modeling and forward perturbation analysis, we can quantitatively analyze the essential relationships between rock properties and seismic responses and try to find the sensitive elastic properties to the lithology, porosity, fluid type, and reservoir saturation. Finally, standard rock physics templates (RPT) can be built for specific reservoirs to guide seismic inversion interpretation results for reservoir characterization and fluids identification purpose. The gas sand distribution results of the case study in this paper proves that this method has unparalleled advantages over traditional post-stack methods, by which we can perform reservoir characterization and seismic data interpretation more quantitatively and efficiently. 展开更多
关键词 Rock physics seismic response elastic parameters elastic inversion reservoir characterization MODELING
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Loose-stratification model in separation process for vanadium pre-concentration from stone coal 被引量:3
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作者 赵云良 张一敏 +4 位作者 包申旭 刘涛 边颖 蒋谋锋 刘翔 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2014年第2期528-535,共8页
A technology of one-stage roughing and one-stage scavenging vanadium pre-concentration with shaking table was investigated for improving vanadium grade and decreasing acid consumption minerals content based on the qua... A technology of one-stage roughing and one-stage scavenging vanadium pre-concentration with shaking table was investigated for improving vanadium grade and decreasing acid consumption minerals content based on the quantitative evaluation of minerals by scanning electronic microscopy (QEMSCAN). In order to visually illustrate how the vanadium-bearing minerals were separated from system, a loose-stratification model was established with Bagnold shear loose theory and Kelly stratification hypothesis. Through the model, it was inferred that fine fraction and coarse fraction of vanadium-bearing muscovite particles easily became the concentrate in roughing and scavenging stages, respectively. The type of the dominant effect on the loose-stratification was confirmed. In the roughing stage, gravity sedimentation played a leading role in the loose-stratification process. However, in the scavenging stage, shearing dispersion pressure caused by asymmetric motion of table deck took an important part in the loose-stratification process. Finally, the correction of the loose-stratification model was validated by the practical experiment. 展开更多
关键词 loose-stratification model PRE-CONCENTRATION stone coal separation process
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Semi-supervised least squares support vector machine algorithm:application to offshore oil reservoir 被引量:1
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作者 罗伟平 李洪奇 石宁 《Applied Geophysics》 SCIE CSCD 2016年第2期406-415,421,共11页
At the early stages of deep-water oil exploration and development, fewer and further apart wells are drilled than in onshore oilfields. Supervised least squares support vector machine algorithms are used to predict th... At the early stages of deep-water oil exploration and development, fewer and further apart wells are drilled than in onshore oilfields. Supervised least squares support vector machine algorithms are used to predict the reservoir parameters but the prediction accuracy is low. We combined the least squares support vector machine (LSSVM) algorithm with semi-supervised learning and established a semi-supervised regression model, which we call the semi-supervised least squares support vector machine (SLSSVM) model. The iterative matrix inversion is also introduced to improve the training ability and training time of the model. We use the UCI data to test the generalization of a semi-supervised and a supervised LSSVM models. The test results suggest that the generalization performance of the LSSVM model greatly improves and with decreasing training samples the generalization performance is better. Moreover, for small-sample models, the SLSSVM method has higher precision than the semi-supervised K-nearest neighbor (SKNN) method. The new semi- supervised LSSVM algorithm was used to predict the distribution of porosity and sandstone in the Jingzhou study area. 展开更多
关键词 Semi-supervised learning least squares support vector machine seismic attributes reservoir prediction
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Application of laminated vierendeel truss in high-position transfer story structure 被引量:8
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作者 戴国亮 童小东 +1 位作者 黄祥海 梁书亭 《Journal of Southeast University(English Edition)》 EI CAS 2005年第2期184-190,共7页
To meet the demands for large space and flexible compartmentation ofbuildings, laminated vierendeel trasses are adopted in high-position transfer story structures.First the bearing characteristics are analyzed, in whi... To meet the demands for large space and flexible compartmentation ofbuildings, laminated vierendeel trasses are adopted in high-position transfer story structures.First the bearing characteristics are analyzed, in which reasonable stiffness ratio of the upperchord, middle chord, and lower chord is derived. Then combined with an actual engineering model (1:8similar ratio), the static loading and pseudo-dynamic tests of two models for laminated vierendeeltrass used in transfer story structures are conducted, in which one model adopts reinforcedconcrete, and the other adopts prestressed concrete and shape steel concrete. Seismic behaviors areanalyzed, including inter-story displacement, base shear-displacement skeleton curves, andequivalent viscosity-damping curves. A program is programmed to carry out the elasto-plastic dynamicanalysis, and displacement time-history curves of the two models are derived. The test and analysisresults show that the laminated vierendeel trass with prestressed concrete and shape steel concretehas excellent seismic behaviors. It can solve the disadvantages of laminated vierendeel trussesused in transfer story structures. Finally, some design suggestions are put forward, which can bereferenced by similar engineering. 展开更多
关键词 laminated vierendeel trass steel concrete transfer story structure prestressed concrete elastro-plasticity analysis
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Visualization of uncertainty associated with spatial prediction of continuous variables using HSI color model:a case study of prediction of pH for topsoil in peri-urban Beijing,China 被引量:1
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作者 檀满枝 陈杰 《Journal of Forestry Research》 SCIE CAS CSCD 2008年第4期319-322,共4页
Hue-Saturation-Intensity (HSI) color model, a psychologically appealing color model, was employed to visualize uncertainty represented by relative prediction error based on the case of spatial prediction of pH of to... Hue-Saturation-Intensity (HSI) color model, a psychologically appealing color model, was employed to visualize uncertainty represented by relative prediction error based on the case of spatial prediction of pH of topsoil in the peri-urban Beijing. A two-dimensional legend was designed to accompany the visualization-vertical axis (hues) for visualizing the predicted values and horizontal axis (whiteness) for visualizing the prediction error. Moreover, different ways of visualizing uncertainty were briefly reviewed in this paper. This case study indicated that visualization of both predictions and prediction uncertainty offered a possibility to enhance visual exploration of the data uncertainty and to compare different prediction methods or predictions of totally different variables. The whitish region of the visualization map can be simply interpreted as unsatisfactory prediction results, where may need additional samples or more suitable prediction models for a better prediction results. 展开更多
关键词 Hue-Saturation-Intensity color model spatial prediction UNCERTAINTY VISUALIZATION
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输水管道工程管材的选择 被引量:6
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作者 王正波 张宇 《黑龙江水利科技》 2008年第2期162-162,共1页
输水工程的管材选择关系到工程运用的安全和工程寿命。通过输水管道建设,管材投资比较和输水工程运行实践,在选择管材时,必须选择满足输水能力的条件,具有高密封性、高强度、高投资性,造价相对低的管材,从而保证输水管道安全可靠运行,... 输水工程的管材选择关系到工程运用的安全和工程寿命。通过输水管道建设,管材投资比较和输水工程运行实践,在选择管材时,必须选择满足输水能力的条件,具有高密封性、高强度、高投资性,造价相对低的管材,从而保证输水管道安全可靠运行,并达到减少工程投资。 展开更多
关键词 输水管道 管材 预层力混凝土管 预应力钢筒混凝土管 钢管 玻璃钢管 选择
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NUMERICAL SIMULATION AND ANALYSIS OF HORSESHOE-SHAPED VORTEX IN NEAR-WALL REGION OF TURBULENT BOUNDARY LAYER 被引量:5
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作者 史万里 葛宁 +1 位作者 陈林 唐登斌 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2011年第1期48-56,共9页
The low-Reynolds-number full developed turbulent flow in channels is simulated using large eddy simulation(LES)method with the preconditioned algorithm and the dynamic subgrid-scale model,with a given disturbance in... The low-Reynolds-number full developed turbulent flow in channels is simulated using large eddy simulation(LES)method with the preconditioned algorithm and the dynamic subgrid-scale model,with a given disturbance in inlet boundary,after a short development section.The inlet Reynolds number based on momentum thickness is 670.The computed results show good agreement with direct numerical simulation(DNS),which include root mean square fluctuated velocity distribution and average velocity distribution.It is also found that the staggered phenomenon of the coherent structures is caused by sub-harmonic.The results clearly show the formation and evolution of horseshoe vortex in the turbulent boundary layer,including horseshoe vortex structure with a pair of streamwise vortexes and one-side leg of horseshoe vortex.Based on the results,the development of the horseshoe-shaped coherent structures is analyzed in turbulent boundary layer. 展开更多
关键词 large eddy simulation(LES) horseshoe-shaped vortex turbulent boundary layer coherent structures preconditioned algorithm
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Application of Prediction Techniques in Carbonate Karst Reservoir in Tarim Basin 被引量:5
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作者 陈广坡 撒利明 +2 位作者 韩剑发 管文胜 Guan Wensheng 《Applied Geophysics》 SCIE CSCD 2005年第2期111-118,F0003,共9页
Carbonate karst reservoir is the emphases of Tarim's carbonate exploration. However, it is buried at a large depth, which results in Weak seismic reflection signal and low S/N ratio. In addition, the karst reservoir ... Carbonate karst reservoir is the emphases of Tarim's carbonate exploration. However, it is buried at a large depth, which results in Weak seismic reflection signal and low S/N ratio. In addition, the karst reservoir contains great heterogeneity, so reservoir prediction is very difficult. Through many years of research and exploration, we have established a suite of comprehensive evaluation technology for carbonate karst reservoir using geophysical characteristics and a geological concept model, including a technique for reconstructing the paleogeomorphology of buried hills based on a sequence framework, seismic description of the karst reservoir, and strain variant analysis for fracture estimation. The evaluation technology has been successfully applied in the Tabei and Tazhong areas, and commercial production of oil and gas has been achieved. We show the application of this technology in the Lunguxi area in North Tarim in this paper. 展开更多
关键词 Tarim basin karst reservoir seismic response reservoir prediction and comprehensive evaluation
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Electroless Ni-P plating on Mg-Li alloy by two-step method 被引量:11
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作者 罗洪杰 宋滨娜 +1 位作者 刘宜汉 姚广春 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2011年第10期2225-2230,共6页
Pretreated Mg-Li alloy sheets were pre-plated in a NiCO3?2Ni(OH)2?4H2O solution to form a thin Ni-P alloy film and then plating in a NiSO4?6H2O solution was carried out to obtain a protective coating.The surface ... Pretreated Mg-Li alloy sheets were pre-plated in a NiCO3?2Ni(OH)2?4H2O solution to form a thin Ni-P alloy film and then plating in a NiSO4?6H2O solution was carried out to obtain a protective coating.The surface morphology,structure and corrosion resistance of the coating were studied.The results showed that a flat,bright and compact plating layer,which was integrated into the matrix metal,was obtained.The P content of the Ni-P coating reached 13.56%(mass fraction).The hardness value of the Ni-P coating was about HV 549.The polarization curve showed that the corrosion potential of the Ni-P coating reached ?0.249 V(vs SCE).A long passivation region was found on the polarization curve,and this phenomenon indicated that the coating has an excellent anti-corrosion property. 展开更多
关键词 Mg-Li alloy PRETREATMENT electroless plating Ni-P coating corrosion resistance
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