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Monitoring models for base flow effect and daily variation of dam seepage elements considering time lag effect 被引量:15
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作者 Shao-wei Wang Ying-li Xu +1 位作者 Chong-shi Gu Teng-fei Bao 《Water Science and Engineering》 EI CAS CSCD 2018年第4期344-354,共11页
Affected by external environmental factors and evolution of dam performance, dam seepage behavior shows nonlinear time-varying characteristics. In this study, to predict and evaluate the long-term development trend an... Affected by external environmental factors and evolution of dam performance, dam seepage behavior shows nonlinear time-varying characteristics. In this study, to predict and evaluate the long-term development trend and short-term fluctuation of the dam seepage behavior, two monitoring models were developed, one for the base flow effect and one for daily variation of dam seepage elements. In the first model, to avoid the influence of the time lag effect on the evaluation of seepage variation with the time effect component of seepage elements, the base values of the seepage element and the reservoir water level were extracted using the wavelet multi-resolution analysis method, and the time effect component was separated by the established base flow effect monitoring model. For the development of the daily variation monitoring model for dam seepage elements, all the previous factors, of which the measured time series prior to the dam seepage element monitoring time may have certain influence on the monitored results, were considered. Those factors that were positively correlated with the analyzed seepage element were initially considered to be the support vector machine(SVM) model input factors, and then the SVM kernel function-based sensitivity analysis was performed to optimize the input factor set and establish the optimized daily variation SVM model. The efficiency and rationality of the two models were verified by case studies of the water level of two piezometric tubes buried under the slope of a concrete gravity dam.Sensitivity analysis of the optimized SVM model shows that the influences of the daily variation of the upstream reservoir water level and rainfall on the daily variation of piezometric tube water level are processes subject to normal distribution. 展开更多
关键词 Dam seepage monitoring model Time lag effect Support vector machine(SVM) Sensitivity analysis base flow Daily variation Piezometric tube water level
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Evaluation of Turbulence Models in Predicting Hypersonic and Subsonic Base Flows Using Grid Adaptation Techniques 被引量:2
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作者 YOU Yancheng BUANGA Bjorn +1 位作者 HANNEMANN Volker LUDEKE Heinrich 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2012年第3期325-334,共10页
The flows behind the base of a generic rocket, at both hypersonic and subsonic flow conditions, are numerically studied. The main concerns are addressed to the evaluation of turbulence models and the using of grid ada... The flows behind the base of a generic rocket, at both hypersonic and subsonic flow conditions, are numerically studied. The main concerns are addressed to the evaluation of turbulence models and the using of grid adaptation techniques. The investigation focuses on two configurations, related to hypersonic and subsonic experiments. The applicability tests of different turbu- lence models are conducted on the level of two-equation models calculating the steady state solution of the Reynolds-averaged Navier-Stokes(RANS) equations. All used models, the original Wilcox k-co, the Menter shear-stress transport (SST) and the ex- plicit algebraic Reynolds stress model(EARSM) formulation, predict an asymmetric base flow in both cases caused by the support of the models. A comparison with preliminary experimental results indicates a preference for the SST and EARSM results over the results from the older k-co model. Sensitivity studies show no significant influence of the grid topology or the location of the laminar to turbulent transition on the base flow field, but a strong influence of even small angles of attack is reported from the related experiments. 展开更多
关键词 base flows turbulence models steady calculation grid adaptation numerical simulation
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Base Flow Index Evaluation for Yom River,Thailand
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作者 Kanokporn Sawatpru 《Journal of Civil Engineering and Architecture》 2023年第10期523-531,共9页
The most controversial river in Thailand is the Yom River.It has not been modified by large dam because of several valuable natural resources.Therefore,the river is flooded in rainy season and very low flow in dry sea... The most controversial river in Thailand is the Yom River.It has not been modified by large dam because of several valuable natural resources.Therefore,the river is flooded in rainy season and very low flow in dry season.The low flow causes drought which is much more serious than flooding.The Yom River Basin management is only way to circumvent the low flow problem by studying base flow index(BFI).Base flow analyses for 8 gauging stations along the river were performed by 2 techniques i.e.graphical and modified U.K.Institute of Hydrology(MIH).The mean BFI results from graphical and MIH are 0.37(0.05)and 0.45(0.12).The result from graphical is more reasonable due to its lower standard deviation.BFI values from MIH vary with watershed area which may result from the using of fixing value of N-day at 10.Solution for this problem is ongoing in this study. 展开更多
关键词 base flow index graphical method low flow MIH method
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Numerical simulation of base flow with hot base bleed for two jet models
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作者 Wen-jie YU Yong-gang YU Bin NI 《Defence Technology(防务技术)》 SCIE EI CAS 2014年第3期279-284,共6页
In order to improve the benefits of base bleed in base flow field,the base flow with hot base bleed for two jet models is studied.Twodimensional axisymmetric Navier-Stokes equations are computed by using a finite volu... In order to improve the benefits of base bleed in base flow field,the base flow with hot base bleed for two jet models is studied.Twodimensional axisymmetric Navier-Stokes equations are computed by using a finite volume scheme.The base flow of a cylinder afterbody with base bleed is simulated.The simulation results are validated with the experimental data,and the experimental results are well reproduced.On this basis,the base flow fields with base bleed for a circular jet model and an annulus jet model are investigated by selecting the injection temperature from 830 K to 2200 K.The results show that the base pressure of the annular jet model is higher than that of the circular jet model with the changes of the injection parameter and the injection temperature.For the circular jet model,the hot gases are concentrated in the vicinity of the base.For the annular jet model,the bleed gases flow into the shear layer directly so that the hot gases are concentrated in the shear layer.The latter temperature distribution is better for the increase of base pressure. 展开更多
关键词 FLUID MECHANICS base bleed base flow Numerical simulation ANNULUS JET
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Sensitivity analysis for stall inception of transonic rotor based on meridional flow
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作者 Haoyu NI Yibo FANG +3 位作者 Zeyu ZHOU Dengke XU Dakun SUN Xiaofeng SUN 《Chinese Journal of Aeronautics》 2025年第11期96-109,共14页
This paper presents a sensitivity analysis method for analyzing the key factors affecting the stability problem of the transonic compressors.The adjoint method is integrated into the meridional stability model,a linea... This paper presents a sensitivity analysis method for analyzing the key factors affecting the stability problem of the transonic compressors.The adjoint method is integrated into the meridional stability model,a linear stability prediction model utilized to analyze the flow stability problem of the compressor,and the sensitivity analysis method is further developed for the flow stability problem of the compressor.The study selects the NASA Rot or 37,a transonic compressor,as the research object to verify the proposed method and explore the sensitive factors leading to the stall inception.The results of sensitivity analysis to both the flow parameters and the external source terms reveal that the stall inception is sensitive to the base flow field at the rotor tip and the stability margin of the compressor can be enhanced by improving the flow field at this region.Physical explanations are presented and discussed to correlate the three-dimensional flow field to the results obtained via the employed analysis method,which shows that flow structures and characteristics near the end-wall region,especially the tip leakage flow or the tip leakage vortex and its interaction with the shock wave,contribute to the stall inception. 展开更多
关键词 Adjoint method base flow field External source terms Meridional stability model Sensitivity analysis Stall inception
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Fully automatic DOM generation method based on optical flow field dense image matching 被引量:3
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作者 Wei Yuan Xiuxiao Yuan +1 位作者 Yang Cai Ryosuke Shibasaki 《Geo-Spatial Information Science》 SCIE EI CSCD 2023年第2期242-256,共15页
Automatic Digital Orthophoto Map(DOM)generation plays an important role in many downstream works such as land use and cover detection,urban planning,and disaster assessment.Existing DOM generation methods can generate... Automatic Digital Orthophoto Map(DOM)generation plays an important role in many downstream works such as land use and cover detection,urban planning,and disaster assessment.Existing DOM generation methods can generate promising results but always need ground object filtered DEM generation before otho-rectification;this can consume much time and produce building facade contained results.To address this problem,a pixel-by-pixel digital differential rectification-based automatic DOM generation method is proposed in this paper.Firstly,3D point clouds with texture are generated by dense image matching based on an optical flow field for a stereo pair of images,respectively.Then,the grayscale of the digital differential rectification image is extracted directly from the point clouds element by element according to the nearest neighbor method for matched points.Subsequently,the elevation is repaired grid-by-grid using the multi-layer Locally Refined B-spline(LR-B)interpolation method with triangular mesh constraint for the point clouds void area,and the grayscale is obtained by the indirect scheme of digital differential rectification to generate the pixel-by-pixel digital differentially rectified image of a single image slice.Finally,a seamline network is automatically searched using a disparity map optimization algorithm,and DOM is smartly mosaicked.The qualitative and quantitative experimental results on three datasets were produced and evaluated,which confirmed the feasibility of the proposed method,and the DOM accuracy can reach 1 Ground Sample Distance(GSD)level.The comparison experiment with the state-of-the-art commercial softwares showed that the proposed method generated DOM has a better visual effect on building boundaries and roof completeness with comparable accuracy and computational efficiency. 展开更多
关键词 Digital Orthophoto Map(DOM) dense image matching based on optical flow field(OFFDIM) 3D point clouds with texture seamline network ACCURACY
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Determination of Slip Length in Couette Flow Based on an Analytical Simulation Incorporating Surface Interaction 被引量:1
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作者 赵欣 魏超 苑士华 《Chinese Physics Letters》 SCIE CAS CSCD 2017年第3期77-81,共5页
An analytical simulation based on a new model incorporating surface interaction is conducted to study the slip phenomenon in the Couette flow at different scales. The velocity profile is calculated by taking account o... An analytical simulation based on a new model incorporating surface interaction is conducted to study the slip phenomenon in the Couette flow at different scales. The velocity profile is calculated by taking account of the micro-force between molecules and macro-force from the viscous shearing effect, as they contribute to the achieve- ment of the slip length. The calculated results are compared with those obtained from the molecular dynamics simulation, showing an excellent agreement. Further, the effect of the shear rate on the slip is investigated. The results can well predict the fluid flow behaviors on a solid substrate, but has to be proved by experiment. 展开更多
关键词 MD Determination of Slip Length in Couette flow based on an Analytical Simulation Incorporating Surface Interaction
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High-order fully implicit SIMPLE-based model for fully implicit simulation of upward two-phase flow 被引量:2
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作者 A.Hajizadeh H.Kazeminejad S.Talebi 《Nuclear Science and Techniques》 SCIE CAS CSCD 2018年第8期155-169,共15页
The drift-flux model has a practical importance in two-phase flow analysis.In this study,a finite volume solution is developed for a transient four-equation drift-flux model through the staggered mesh,leading to the d... The drift-flux model has a practical importance in two-phase flow analysis.In this study,a finite volume solution is developed for a transient four-equation drift-flux model through the staggered mesh,leading to the development of a fully implicit discretization method.The main advantage of the fully implicit method is its unconditional stability.Newton's scheme is a popular method of choice for the solution of a nonlinear system of equations arising from fully implicit discretization of field equations.However,the lack of convergence robustness and the construction of Jacobian matrix have created several difficulties for the researchers.In this paper,a fully implicit model is developed based on the SIMPLE algorithm for two-phase flow simulations.The drawbacks of Newton's method are avoided in the developed model.Different limiter functions are considered,and the stabilized method is developed under steady and transient conditions.The results obtained by the numerical modeling are in good agreement with the experimental data.As expected,the results prove that the developed model is not restricted by any stability limit. 展开更多
关键词 流动模型 二阶 模拟 有限体积 非线性 飘移 开发 方程
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Flow Field and Temperature Field in GaN-MOCVD Reactor Based on Computational Fluid Dynamics Modeling 被引量:1
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作者 梅书哲 王权 +8 位作者 郝美兰 徐健凯 肖红领 冯春 姜丽娟 王晓亮 刘峰奇 徐现刚 王占国 《Chinese Physics Letters》 SCIE CAS CSCD 2018年第9期82-86,共5页
Metal organic chenlical vapor deposition (AIOCVD) growth systems arc one of the. main types of equipment used for growing single crystal materials, such as GaN. To obtain fihn epitaxial materials with uniform perfor... Metal organic chenlical vapor deposition (AIOCVD) growth systems arc one of the. main types of equipment used for growing single crystal materials, such as GaN. To obtain fihn epitaxial materials with uniform performanee, the flow field and ternperature field in a GaN-MOCVD reactor are investigated by modeling and simulating. To make the simulation results more consistent with the actual situation, the gases in the reactor are considered to be compressible, making it possible to investigate the distributions of gas density and pressure in the reactor. The computational fluid dynamics method is used to stud,v the effects of inlet gas flow velocity, pressure in the reactor, rotational speed of graphite susceptor, and gases used in the growth, which has great guiding~ significance for the growth of GaN fihn materials. 展开更多
关键词 MOCVD flow Field and Temperature Field in GaN-MOCVD Reactor based on Computational Fluid Dynamics Modeling GAN
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Combined adaptive meshing technique and characteristic-based split algorithm for viscous incompressible flow analysis 被引量:2
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作者 Suthee Traivivatana Parinya Boonmarlert +2 位作者 Patcharee Theeraek Sutthisak Phongthanapanich Pramote Dechaumphai 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2007年第9期1163-1172,共10页
A combined characteristic-based split algorithm and all adaptive meshing technique for analyzing two-dimensional viscous incompressible flow are presented. Tile method uses the three-node triangular element with equal... A combined characteristic-based split algorithm and all adaptive meshing technique for analyzing two-dimensional viscous incompressible flow are presented. Tile method uses the three-node triangular element with equal-order interpolation functions for all variables of tile velocity components and pressure. The main advantage of the combined nlethod is that it inlproves the sohltion accuracy by coupling an error estinla- tion procedure to an adaptive meshing technique that generates small elements in regions with a large change ill sohmtion gradients, mid at the same time, larger elements in the other regions. The performance of the combined procedure is evaluated by analyzing one test case of the flow past a cylinder, for their transient and steady-state flow behaviors. 展开更多
关键词 adaptive mesh characteristic-based split finite element method incompressible flow
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Determination of <i>Salmonella pullorum</i>with Nanoparticles Immune Based Lateral Flow Strip Assay
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作者 Bin Wu Xiuyun Zhang +2 位作者 Wei Pan Lin Zhang Fan Zhang 《Advances in Microbiology》 2015年第5期364-369,共6页
The isolation and culture of conventional detection method of salmonella can not meet the testing requirements of quick and easy detection at the grassroots level. In this study, we prepare the fluorescent nanoparticl... The isolation and culture of conventional detection method of salmonella can not meet the testing requirements of quick and easy detection at the grassroots level. In this study, we prepare the fluorescent nanoparticles as a marker, covalently conjugate with monoclonal antibodies of Salmonella pullorum. The whole Salmonella pullorum antigen and goat anti-mouse antibody sprayed on the nitrocellulose membranes are used as test line and control line. The fluorescence nanoparticles immune based lateral flow strips are made according to the principle of antigen-antibody immune response. The test strips may interpret results within 30 min. The results of the salmonella A, S. agona, S. chester and S. arechavaleta are positive, including, S. agona for weakly positive. After analysis, it is found that in addition to the salmonella of group A, the other positive salmonella are in group B. But it is negative of S. derby, S. rissen, and other 6 kinds of salmonella, with good specificity. The fluorescence nanoparticles immune based lateral flow strips are a little of sample can be detected fast, easily, inexpensive, easy to universal without professional technical personnel detection method. It provides a new detection method for the detections of Salmonella pullorum. 展开更多
关键词 MONOCLONAL Antibody NANOPARTICLES Fluorescence NANOPARTICLES IMMUNE baseD Lateral flow Strips Salmonella pullorum
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Video-based measurement and data analysis of traffic flow on urban expressways 被引量:4
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作者 Xian-Qing Zheng Zheng Wu Shi-Xiong Xu Ming-Min Guo Zhan-Xi Lin Ying-Ying Zhang 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2011年第3期346-353,共8页
A new video-based measurement is proposed to collect and investigate traffic flow parameters. The output of the measurement is velocity-headway distance data pairs. Because density can be directly acquired by the reci... A new video-based measurement is proposed to collect and investigate traffic flow parameters. The output of the measurement is velocity-headway distance data pairs. Because density can be directly acquired by the reciprocal of headway distance, the data pairs have the advantage of better simultaneity than those from common detectors. By now, over 33 000 pairs of data have been collected from two road sections in the cities of Shanghai and Zhengzhou. Through analyzing the video files recording traffic movements on urban expressways, the following issues are studied:laws of vehicle velocity changing with headway distance, proportions of di0erent driving behaviors in the traffic system, and characteristics of traffic flow in snowy days. The results show that the real road traffic is very complex, and factors such as location and climate need to be taken into consideration in the formation of traffic flow models. 展开更多
关键词 Traffic flow mode - Video-based - Vehicle recog- nition. Driving behavior - Snowy day traffic
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Machine Vision Based Measurement of Dynamic Contact Angles in Microchannel Flows 被引量:6
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作者 Valtteri Heiskanen Kalle Marjanen Pasi Kallio 《Journal of Bionic Engineering》 SCIE EI CSCD 2008年第4期282-290,共9页
When characterizing flows in miniaturized channels, the determination of the dynamic contact angle is important. By measuring the dynamic contact angle, the flow properties of the flowing liquid and the effect of mate... When characterizing flows in miniaturized channels, the determination of the dynamic contact angle is important. By measuring the dynamic contact angle, the flow properties of the flowing liquid and the effect of material properties on the flow can be characterized. A machine vision based system to measure the contact angle of front or rear menisci of a moving liquid plug is described in this article. In this research, transparent flow channels fabricated on thermoplastic polymer and sealed with an adhesive tape are used. The transparency of the channels enables image based monitoring and measurement of flow variables, including the dynamic contact angle. It is shown that the dynamic angle can be measured from a liquid flow in a channel using the image based measurement system. An image processing algorithm has been developed in a MATLAB environment. Images are taken using a CCD camera and the channels are illuminated using a custom made ring light. Two fitting methods, a circle and two parabolas, are experimented and the results are compared in the measurement of the dynamic contact angles. 展开更多
关键词 digital image processing machine vision MICROFLUIDICS microchannel flow dynamic contact angle image based measurement
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Heat flow pattern,base of methane hydrates stability zones and BSRs in Shenhu Area,northern South China Sea 被引量:2
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作者 ZHANG Yi HE Lijuan +5 位作者 WANG Jiyang XU Xing SHA Zhibing GONG Yuehua WANG Hongbing LIANG Jinqiang 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2011年第1期59-67,共9页
Using the collected 433 heat flow values, we estimated the bases of methane hydrate stability zone (BHSZ), in northern South China Sea (NSCS). Through comparing BHSZs with the depths of bottom simulating reflecto... Using the collected 433 heat flow values, we estimated the bases of methane hydrate stability zone (BHSZ), in northern South China Sea (NSCS). Through comparing BHSZs with the depths of bottom simulating reflectors (BSRs), in Shenhu Area (SA), we found that there are big differences between them. In the north of SA, where the water depth is shallow, many slumps developed and the sedimentation rate is high, it appears great negative difference (as large as -192%). However, to the southeast of SA, where the water depth is deeper, sedimentation rate is relatively low and uplift basement topography exists, it changes to positive difference (as large as +45%). The differences change so great, which haven't been observed in other places of the world. After considering the errors from the process of heat flow measurement, the BSR depth, the relationship of thermal conductivity with the sediments depth, and the fluid flow activities, we conclude that the difference should be not caused by these errors. Such big disagreement may be due to the misunderstanding of BSR. The deviant "BSRs" could represent the paleo-BSRs or just gas-bearing sediment layers, such as unconformities or the specific strata where have different permeability, which are not hydraterelated BSRs. 展开更多
关键词 methane hydrate BSR base of methane hydrate stability zone SLUMP heat flow
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Phase-Based Optical Flow Method with Optimized Parameter Settings for Enhancing Displacement Measurement Adaptability
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作者 Zhaoxin Peng Menglian Liu +2 位作者 Zhiliang Wang Wei Liu Xian Wang 《Open Journal of Applied Sciences》 2024年第5期1165-1184,共20页
To enhance the applicability and measurement accuracy of phase-based optical flow method using complex steerable pyramids in structural displacement measurement engineering applications, an improved method of optimizi... To enhance the applicability and measurement accuracy of phase-based optical flow method using complex steerable pyramids in structural displacement measurement engineering applications, an improved method of optimizing parameter settings is proposed. The optimized parameters include the best measurement points of the Region of Interest (ROI) and the levels of pyramid filters. Additionally, to address the issue of updating reference frames in practical applications due to the difficulty in estimating the maximum effective measurement value, a mechanism for dynamically updating reference frames is introduced. Experimental results demonstrate that compared to representative image gradient-based displacement measurement methods, the proposed method exhibits higher measurement accuracy in engineering applications. This provides reliable data support for structural damage identification research based on vibration signals and is expected to broaden the engineering application prospects for structural health monitoring. 展开更多
关键词 Displacement Measurement Phase-based Optical flow Optimized Parameter Setting
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Electrical Parameters Determination from Base Thickness Optimization in a Silicon Solar Cell under Influence of the Irradiation Energy Flow of Charged Particles 被引量:1
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作者 Ousmane Sow Mamadou Lamine Ba +5 位作者 Mohamed Abderrahim Ould El Moujtaba Youssou Traore El Hadji Sow Cheikh Tidiane Sarr Masse Samba Diop Grégoire Sissoko 《Energy and Power Engineering》 2020年第1期1-15,共15页
In this work, we study the characteristics I-V and P-V of a silicon solar cell as well as its fill factor, its electrical power from the optimum thickness obtained in the base under variation of the irradiation energy... In this work, we study the characteristics I-V and P-V of a silicon solar cell as well as its fill factor, its electrical power from the optimum thickness obtained in the base under variation of the irradiation energy flow of charged particles. The recombination velocity at the junction corresponding to the maximum power point was also deduced. 展开更多
关键词 Silicon SOLAR CELL flow IRRADIATION Energy Recombination VELOCITY OPTIMUM base Thickness
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Recent Developments of Image Based Measurement Methods for Application to Transonic Flows in Industrial Wind Tunnels
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作者 J.KOMPENHANS J.AGOCS +16 位作者 Y.EGAMI R.ENGLER U.FEY H.FRAHNERT K.de GROOT U.HENNE T.KIRMSE C.KLEIN F.KLINGE R.KONRATH L.KOOP H.MATTNER D.OTTER D.PALLEK W.SACHS A.SCHRDER B.STASICKI 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2006年第2期114-125,共12页
The experimental investigation of unsteady complex flow fields in wind tunnels requires advanced measurement techniques. The most important of such image based measurement techniques are those for the measurement of p... The experimental investigation of unsteady complex flow fields in wind tunnels requires advanced measurement techniques. The most important of such image based measurement techniques are those for the measurement of planar flow velocity fields, planar pressure distribution, model location and deformation, model temperature and quantitative high speed flow visualization. The applications as carried out by DLR range from low speed flows to transonic flows, from high lift configurations to propellers and rotors, from wake vortex investigations in catapult facilities and water towing tanks to investigations of vortex break down phenomena on delta wings. The capability to use image based measurement techniques in transonic flows requires dedicated technical developments and experienced scientists due to the special environment of a transonic wind tunnel. In this paper an overview of the state-of-the art of the application of image based measurement techniques in transonic flows as performed by DLR's Institute of Aerodynamics and Flow Technology will be given. 展开更多
关键词 industrial wind tunnel transonic flow image based measurement techniques pressure sensitive paint particle image velocimetry model deformation measurement techniques THERMOGRAPHY non-standard video techniques
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大型闸室泄洪流固耦合场预测重构研究及其数值分析
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作者 龚成勇 翁伟涛 +2 位作者 王银莹 陈诗明 郭新玉 《水力发电学报》 北大核心 2026年第2期31-45,共15页
为了研究大型闸孔泄洪流场与闸室结构耦合机理,分析预测闸室结构应力应变特征,以大藤峡水利枢纽泄洪高孔为研究对象,提出基于流固耦合有限元模拟与BPNN融合的闸室应力位移协同预测方法,实现基于数值模拟数据的数字孪生。首先采用COMSOL... 为了研究大型闸孔泄洪流场与闸室结构耦合机理,分析预测闸室结构应力应变特征,以大藤峡水利枢纽泄洪高孔为研究对象,提出基于流固耦合有限元模拟与BPNN融合的闸室应力位移协同预测方法,实现基于数值模拟数据的数字孪生。首先采用COMSOL平台建立水流-闸室有限元模型,对流量为23400 m^(3)/s、30600 m^(3)/s、39000 m^(3)/s、42300 m^(3)/s和66200 m^(3)/s五种泄洪工况流固耦合过程进行模拟,分别获得闸孔流场特征及其作用下的闸室结构受力规律;在闸室结构和闸孔流场中布设1250个相互映射监测点,以15 s为时间间隔,提取流场的流速、压力、湍流强度和涡量4个参数的数据,同样提取闸室结构应力场应力和位移参数的数据,构建神经网络模型训练数据集;然后以监测点空间坐标和上述流场参数为输入特征,以闸室应力和位移为输出特征,建立BPNN模型,开展神经网络模型训练与泛化能力验证。结果表明:所建BPNN模型对闸室应力和位移预测的决定系数R2分别为0.9753和0.9869,其预测精度高;应力预测中有95.95%的数据样本误差在10%内,其中最大绝对误差0.097 MPa;预测结果中位移有99.13%的数据样本误差也在10%内,最大绝对误差为0.395 mm,低于0.45 mm的闸体接缝容许变形阈值。通过研究验证,所提的协同预测方法可行,所建立的BPNN模型对闸室应力位移预测可靠;证明所提的研究方法科学可行。 展开更多
关键词 泄洪闸室 流-固耦合有限元 BP神经网络 模拟预测 流场重构
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虚拟仿真技术与临床案例相结合的模式在检验医学科住院医师流式细胞术教学中的应用
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作者 莫翠菊 邓燕 李萌 《中国毕业后医学教育》 2026年第2期140-144,共5页
目的探索虚拟仿真技术与临床案例相结合的模式在检验医学科流式细胞术住院医师规范化培训(简称住培)中的应用。方法以2020年至2024年的23名住院医师为观察组,采用虚拟仿真技术与临床案例相结合的模式;以2015至2019年18名住院医师作为对... 目的探索虚拟仿真技术与临床案例相结合的模式在检验医学科流式细胞术住院医师规范化培训(简称住培)中的应用。方法以2020年至2024年的23名住院医师为观察组,采用虚拟仿真技术与临床案例相结合的模式;以2015至2019年18名住院医师作为对照组,采取传统教学模式。住培结束后,进行理论和技能考核及问卷调查,观察教学效果。结果观察组的理论知识、病例分析及技能考核成绩高于对照组,差异有统计学意义(均P<0.05)。观察组96.65%的住院医师对虚拟仿真技术与临床案例相结合的模式感兴趣,认为有必要开展此模式;86.96%的住院医师认为此模式可提高流式细胞术操作能力;96.65%的住院医师认为此模式有助于提高对流式细胞术原理的理解、结果解读以及临床应用能力。结论虚实结合的教学模式有效解决了传统教学中理论与实践脱节的问题,取得了良好的教学效果,为检验医师的培养提供了新的思路和方法。 展开更多
关键词 虚拟仿真 住院医师规范化培训 临床案例教学 检验医学科 流式细胞术
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Numerical Analysis of Cavity-Based Control of Base Pressure Variations at Supersonic Mach Numbers 被引量:1
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作者 Ridwan Sher Afghan Khan +2 位作者 Jaffar Syed Mohamed Ali Mohd.Azan Mohammed Sapardi Abdul Aabid 《Fluid Dynamics & Materials Processing》 EI 2023年第6期1655-1677,共23页
In the present study,the base pressure variations induced by the presence of a cavity,known to have a strong influence of the behaviour of supersonic projectiles,are investigated through numerical solution of the bala... In the present study,the base pressure variations induced by the presence of a cavity,known to have a strong influence of the behaviour of supersonic projectiles,are investigated through numerical solution of the balance equations for mass,momentum,and energy.An area ratio of four is considered and numerical simulations are carried out at Mach M=1.2,1.4,1.6,and 1.8 assuming no cavity or cavity locations 0.5D,1D,1.5D,and 2D.The inlet pressure of the nozzle is considered as a flow variable.The Taguchi method is also used,and the considered cases are then analyzed using a full factorial experimental design.The results show that the cavity is effective in increasing the base pressure for the conditions examined.For other nozzle pressure ratios,cavities do not lead to passive control due the change in the reattachment length.The distribution of wall pressure reveals that,in general,a cavity used to implement passive control of the base pressure does not adversely influence the flow pattern in the domain. 展开更多
关键词 Mach number CAVITY Taguchi base flow base drag
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