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Evaluation of EEG β2/θ -ratio and channel locations in measuring anesthesia depth 被引量:1
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作者 Zhi-Bin Tan Le-Yi Wang +4 位作者 George McKelvey Aliaksei Pustavoitau Guang-Xiang Yu Harold Michael Marsh Hong Wang 《Journal of Biomedical Science and Engineering》 2010年第1期39-46,共8页
In this paper, the ratio of powers in the frequency bands of β2 and θ waves in EEG signals (termed as the β2/θ -ratio) was introduced as a potential enhancement in measuring anesthesia depth. The β2/θ -ratio was... In this paper, the ratio of powers in the frequency bands of β2 and θ waves in EEG signals (termed as the β2/θ -ratio) was introduced as a potential enhancement in measuring anesthesia depth. The β2/θ -ratio was compared to the relative β-ratio which had been commercially used in the BIS monitor. Sensitivity and reliability of the β2/θ -ratio and EEG measurement locations were analyzed for their effectiveness in measuring anesthesia depth during different stages of propofol induced anesthesia (awake, induction, maintenance, and emergence). The analysis indicated that 1) the relative β -ratio and β2/θ-ratio derived from the prefrontal, frontal, and the central cortex EEG signals were of substantial sensitivity for capturing anesthesia depth changes. 2) Certain channel positions in the frontal part of the cortex, such as , had the combined benefits of substantial sensitivity and noise resistance. 3) The β2/θ-ratio captured the initial excitation, while the relative β -ratio did not. 4) In the maintenance and emergence stages, the β2/θ -ratio showed improved reliability. Implications: The ratio of powers in EEG frequency bands and derived from the frontal cortex EEG channels has combined benefits of substantial sensitivity and noise resistance in measuring anesthesia depth. 展开更多
关键词 ANESTHESIA DEPTH EEG (Electroencephalogram) EEG Channels β2/θ -ratio Relative β-ratio
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Aeroelastic Analysis and Optimization of High-aspect-ratio Composite Forward-swept Wings 被引量:9
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作者 万志强 颜虹 +1 位作者 刘德广 杨超 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2005年第4期317-325,共9页
In order to analyze the effects of forward-swept angle and skin ply-orientation on the static and dynamic aeroelastic characteristics, the aeroelastic modeling and calculation for high-aspect-ratio composite wings wit... In order to analyze the effects of forward-swept angle and skin ply-orientation on the static and dynamic aeroelastic characteristics, the aeroelastic modeling and calculation for high-aspect-ratio composite wings with different forward-swept angles and skin ply-orientation are performed. This paper presents the results of a design study aiming to optimize wings with typical forward-swept angles and skin ply-orientation in an aeroelastic way by using the genetic/sensitivity-based hybrid algorithm. Under the conditions of satiated multiple constraints including strength, displacements, divergence speeds and flutter speeds, the studies are carried out in a bid to minimize the structural weight of a wing with the lay-up thicknesses of wing components as design variabies. In addition, the effects of the power of spanwise variation function of lay-up thicknesses of skins and iugs on the optimized weights are also analyzed. 展开更多
关键词 aeroeiasticity structural optimization high-aspect-ratio wing forward-swept wing COMPOSITE
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Structural Modeling and Aeroelastic Analysis of High-Aspect-Ratio Composite Wings 被引量:9
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作者 赵永辉 胡海岩 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2005年第1期25-30,共6页
A unified structural model for high-aspect-ratio composite wing with arbitrary cross-section is developed. Two types of lay-ups of the composite wing, namely, circumferentially uniform stiffness (CUS) configuration ... A unified structural model for high-aspect-ratio composite wing with arbitrary cross-section is developed. Two types of lay-ups of the composite wing, namely, circumferentially uniform stiffness (CUS) configuration and circumferentially asymmetric stiffness (CAS) configuration, are investigated. The present structural modeling method is validated through ANSYS FEM software for the case of a composite box beam. Then, the case of a single-cell composite wing with NACA0012 airfoil shape is considered. To investigate the aeroelastic problem of high-aspect-ratio composite wings, the linear ONERA aerodynamic model is used to model the unsteady aerodynamic loads under the case of small angle of attack. Finally, flutter speeds of the high-aspect-ratio wing with various composite ply angles are determined by using U-g method. 展开更多
关键词 structural modeling aeroelastic analysis high-aspect-ratio composite wing
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Stall Flutter Analysis of High-Aspect-Ratio Composite Wing 被引量:6
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作者 刘湘宁 向锦武 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2006年第1期36-43,共8页
The stall flutter characters of high-aspect-ratio composite wing are investigated, and the effects of structure geometric nonlinearity and stiffness couple created by composite anisotropy on them also are discussed. F... The stall flutter characters of high-aspect-ratio composite wing are investigated, and the effects of structure geometric nonlinearity and stiffness couple created by composite anisotropy on them also are discussed. Firstly, the high-aspect-ratio wing is modeled as a composite thin-walled closed section Euler beam whose displacement and rotation both could be of finite value, and the nonlinear dynamic equations is build up on it with all the effects of geometric nonlinearity, aerodynamic nonlinearity and anisotropy of material being considered. Then vibration equations are deduced through perturbing the dynamic equations at wing's equilibrium position, and coupled with unsteady stall aerodynamic model and ONERA model, to obtain the nonlinear stall flutter analysis equations of wing. Finally, the flutter stabilities with various wind speeds are determined by the harmonic balance method. With several exampies, the validity of the stall flutter model is proved, and the significant effects of geometric nonlinearity on the stall flutter various characters as wall as the effects of ply angle on the stall flutter speed and frequency also are discussed. 展开更多
关键词 stall flutter high-aspect-ratio wing geometric nonlinearity COMPOSITES thln-walled closed section beam
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Optimization of Lower Hybrid Current Drive Efficiency for EAST Plasma with Non-Circular Cross Section and Finite Aspect-Ratio 被引量:1
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作者 侍行剑 胡业民 高喆 《Plasma Science and Technology》 SCIE EI CAS CSCD 2012年第3期215-221,共7页
The two-dimensional equilibrium with flexible boundaries is solved via using a MAT- LAB Equilibrium Code (MEC), which has applied the finite element method to handle the change- able plasma shape and employed the tr... The two-dimensional equilibrium with flexible boundaries is solved via using a MAT- LAB Equilibrium Code (MEC), which has applied the finite element method to handle the change- able plasma shape and employed the trust-region dogleg method to solve the nonlinear partial dif- ferential equation. The corresponding driven current profile is also calculated by coupling with the lower-hybrid simulation code (LSC). The results are applied to optimize the lower hybrid current drive (LHCD) efficiency for the Experimental Advanced Superconductor Tokamak (EAST) and suggested that both elongation and triangularity have a notable effect on the efficiency because of the competition between the increase in the resonant area and in the Shafranov shift. Moreover, large aspect-ratio has a negative effect on the efficiency. These effects are studied numerically, which might be considered carefully for both good plasma confinement and high LHCD efficiency. 展开更多
关键词 EFFICIENCY LHCD ELONGATION triangularity ASPECT-ratio
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Development of high-aspect-ratio microchannel heat exchanger based on multi-tool milling process 被引量:2
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作者 潘敏强 李金恒 汤勇 《Journal of Central South University》 SCIE EI CAS 2008年第S2期228-234,共7页
A high-aspect-ratio microchannel heat exchanger based on multi-tool milling process was developed. Several slotting cutters were stacked together for simultaneously machining several high-aspect-ratio microchannels wi... A high-aspect-ratio microchannel heat exchanger based on multi-tool milling process was developed. Several slotting cutters were stacked together for simultaneously machining several high-aspect-ratio microchannels with manifold structures. On the basis of multi-tool milling process, the structural design of the manifold side height, microchannel length, width, number, and interval were analyzed. The heat transfer performances of high-aspect-ratio microchannel heat exchangers with two different manifolds were investigated by experiments, and the influencing factors were analyzed. The results indicate that the magnitude of heat transfer area per unit volume dominates the heat transfer performances of plate-type micro heat exchanger, while the velocity distribution between microchannels has little effects on the heat transfer performances. 展开更多
关键词 HIGH-ASPECT-ratio microchannel multi-tool milling PLATE-TYPE HEAT EXCHANGER HEAT transfer velocity distribution
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Hybrid transmit antenna selection and maximal-ratio transmission systems 被引量:1
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作者 Zhu Yaolin Fang Yong Wang Min 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2007年第2期229-235,共7页
Maximal-ratio transmission systems with transmit antenna selection is investigated. According to the order statistics of channel fiat fading coefficients, the closed-form expressions axe derived for average SNR with a... Maximal-ratio transmission systems with transmit antenna selection is investigated. According to the order statistics of channel fiat fading coefficients, the closed-form expressions axe derived for average SNR with any amount of RF chains and average BER with two RF chains, respectively. The algorithm for calculating the minimum of total transmit antennas is presented in terms of reduced RF chains. The method of quantizing transmit precoders is employed in this study to decrease feedback information. Simulation results demonstrate the superiority of the proposed systems under full and quantized transmit precoders. The SNR of the proposed systems has been less degraded by the quantization of transmit precoder than that of pure maximal-ratio transmission systems. 展开更多
关键词 Maximal-ratio transmission transmit antenna selection Lloyd quantization.
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PERIODICITY IN A DELAYED SEMI-RATIO-DEPENDENT PREDATOR-PREY SYSTEM 被引量:1
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作者 DingXiaoquan 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2005年第2期151-158,共8页
A delayed semi-ratio-dependent predator-prey system in a periodic environment is investigated in this paper.By using a continuation theorem based on Gaines and Mawhin's coincidence degree,the global existence of p... A delayed semi-ratio-dependent predator-prey system in a periodic environment is investigated in this paper.By using a continuation theorem based on Gaines and Mawhin's coincidence degree,the global existence of positive periodic solution is studied.A set of easily verifiable sufficient conditions are obtained. 展开更多
关键词 semi-ratio-dependent predator-prey system periodic solution coincidence degree.
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Stiffness Distribution and Aeroelastic Performance Optimization of High-Aspect-Ratio Wings 被引量:1
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作者 Wan Zhiqiang Du Ziliang +1 位作者 Wu Qiang Yang Chao 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2016年第3期243-251,共9页
The relationship between stiffness distribution and aeroelastic performance for a beam-frame model and a3-D model is investigated based on aeroelastic optimization of global stiffness design for high-aspect-ratio wing... The relationship between stiffness distribution and aeroelastic performance for a beam-frame model and a3-D model is investigated based on aeroelastic optimization of global stiffness design for high-aspect-ratio wings.The sensitivity information of wing spanwise stiffness distribution with respect to the twist angle at wing tip,the vertical displacement at wing tip,and the flutter speed are obtained using a sensitivity method for both models.Then the relationship between stiffness distribution and aeroelastic performance is summarized to guide the design procedure.By using the genetic/sensitivity-based hybrid algorithm,an optimal solution satisfying the strength,aeroelastic and manufacturing constraints is obtained.It is found that the summarized guidance is well consistent with the optimal solution,thus providing a valuable design advice with efficiency.The study also shows that the aeroelastic-optimization-based global stiffness design procedure can obtain the optimal solution under multiple constraints with high efficiency and precision,thereby having a strong application value in engineering. 展开更多
关键词 aeroelastic high-aspect-ratio wing stiffness design structural optimization sensitivity analysis
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基于Log-Ratio算子的目标级星载SAR时序图像变化检测方法
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作者 申文杰 贾云珍 +3 位作者 李洋 林赟 蒋雯 王彦平 《工业控制计算机》 2023年第11期98-101,共4页
星载SAR具有利用稳定重访周期来获取高分辨图像的优势,针对其获得的长时间时序图像,利用变化检测技术可以对固定区域中的变化信息进行提取。对于环境监测、灾害损失评估、生产能力评估有着重要意义。现有方法多针对较大尺寸的区域,面向... 星载SAR具有利用稳定重访周期来获取高分辨图像的优势,针对其获得的长时间时序图像,利用变化检测技术可以对固定区域中的变化信息进行提取。对于环境监测、灾害损失评估、生产能力评估有着重要意义。现有方法多针对较大尺寸的区域,面向目标级的变化检测方法较少。因此提出了一种基于Log-Ratio算子的星载SAR时序图像序列变化检测方法,以实现获取目标级尺寸的时序变化信息。该方法首先运用Log-Ratio算子将图像转换为对数图像,然后以图像序列中的一景为参考图像,将当前图像与参考图像作差获得变化图像,最后在变化图像上运用CFAR算法完成变化检测。所提算法利用Sentinel-1 SAR图像数据集进行了方法验正。 展开更多
关键词 星载SAR Log-ratio 变化检测
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Design and Simulation of BTT Missile with High-Aspect-Ratio Wing Robust H_∞ Autopilot
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作者 崔生旺 刘莉 马春艳 《Journal of Beijing Institute of Technology》 EI CAS 2007年第1期50-55,共6页
For the strong coupling among the channels of bank-to-turn (BTT) missile with high-aspect-ratio wing, an autopilot is designed with a two loop control structure robust autopilot design methods. By the inner loop des... For the strong coupling among the channels of bank-to-turn (BTT) missile with high-aspect-ratio wing, an autopilot is designed with a two loop control structure robust autopilot design methods. By the inner loop design, the question of pole-zero cancellation is solved, and the stabilization of structured uncertainty is achieved. Through the outer loop of H∞ controller design, the flying performance and robustness can be guaranteed. The nonlinear simulation results show that the autopilot designed has perfect time domain response, and can suppress bad influence of the inertial and kinematics couplings. It can make the missile fly stably in the large flying areas. The control is very effective. 展开更多
关键词 BANK-TO-TURN ROBUST AUTOPILOT COUPLING HIGH-ASPECT-ratio
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Plasma Parameters of a Gliding Arc Jet at Atmospheric Pressure Obtained by a Line-Ratio Method
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作者 李辉 谢铭丰 《Plasma Science and Technology》 SCIE EI CAS CSCD 2013年第8期776-779,共4页
A generator of the gliding arc jet (GAJ), which is driven by a transverse magnetic field, is developed to produce non-equilibrium plasma at atmospheric pressure. The gas temperature is estimated using the spectrum o... A generator of the gliding arc jet (GAJ), which is driven by a transverse magnetic field, is developed to produce non-equilibrium plasma at atmospheric pressure. The gas temperature is estimated using the spectrum of OH radicals to be about 2400±400 K. The determinations of electron temperature and electron density by using a line-ratio method are elaborated for the gliding arc jet plasma. This line-ratio method is based on a collisional-radiative model. The experiment results show that electron temperature is about 1.0 eV and electron density is about 6.9×1014 cm-3 . Obviously, the plasma of GAJ is in a non-equilibrium state. 展开更多
关键词 GAJ line-ratio method collisional-radiative model (CRM)
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Tidal harmonic analysis of TOPEX/POSEIDON data in the Northwest Pacific by introducing difference-ratio relations
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作者 刘克修 马继瑞 +2 位作者 韩桂军 范振华 许崇金 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2002年第1期33-44,共12页
The difference-ratio relations are introduced to separate tidal constituents that are aliaseddue to the sampling interval and sampling span of the TOPEX/POSEIDON altimeter. It is found that some tidal constituents suc... The difference-ratio relations are introduced to separate tidal constituents that are aliaseddue to the sampling interval and sampling span of the TOPEX/POSEIDON altimeter. It is found that some tidal constituents such as K_1 and SSA, though aliased at along track points, are not aliased at crossover points beeause the data at crossover points are double those at along track points. So the harmonic analysis method can be employed directly for the analysis of time series at crossover points. Then the difference-ratio relations from crossover points are introduced to analyze the time series at along track points. The TOPEX/POSEIDON data in the Northwest Pacific are analyzed with this method. The results from this method agree well with tidal constants from tidal gauges. 展开更多
关键词 Tidal harmonic analysis TOPEX/POSEIDON the Northwest Pacific difference-ratio relations
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Development and application of the mo-ment-ratio imaging algorithm
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作者 黄建平 马丽 张晁军 《Acta Seismologica Sinica(English Edition)》 CSCD 2006年第5期569-580,共12页
In the moment-ratio imaging algorithm, which is based on the theory of healing of a wound, the energy of each strong earthquake is distributed around the epicenter according to certain rules, and the features of the M... In the moment-ratio imaging algorithm, which is based on the theory of healing of a wound, the energy of each strong earthquake is distributed around the epicenter according to certain rules, and the features of the Moment-ratio value R are analyzed as the space and time change, so that the relationships between the moment-ration value R and strong earthquakes can be found. In the present paper, regions divided, hypocenter depths and events completed magnitude analyses were carried out in the Chinese catalogue. By applying the moment-ratio imaging algorithm in which the parameters are adjusted, the processes of anomaly evolution which correspond to the epicenter and the surrounding value R before earthquakes of M≥7.0 since 1966 in different areas of China were analyzed. It was found that the range area and imminent time of a coming earthquake could be confirmed quantita- tively by analyzing the abnormal temporal and spatial variation of the value R The results showed that the temporal and spatial variation of the value R could quantitatively reflect the temporal and spatial factors of a coming strong earthquake as well as the rule of medium rupture. 展开更多
关键词 moment-ratio imaging algorithm healing quantitative analysis China strong earthquakes
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Local Empirical Likelihood Diagnosis of Varying Coefficient Density-Ratio Models Based on Case-Control Data
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作者 Shuling Wang Lin Zheng Jiangtao Dai 《Open Journal of Statistics》 2014年第9期751-756,共6页
In this paper, a varying-coefficient density-ratio model for case-control studies is developed. We investigate the local empirical likelihood diagnosis of varying coefficient density-ratio model for case-control data.... In this paper, a varying-coefficient density-ratio model for case-control studies is developed. We investigate the local empirical likelihood diagnosis of varying coefficient density-ratio model for case-control data. The local empirical log-likelihood ratios for the nonparametric coefficient functions are introduced. First, the estimation equations based on empirical likelihood method are established. Then, a few of diagnostic statistics are proposed. At last, we also examine the performance of proposed method for finite sample sizes through simulation studies. 展开更多
关键词 Varying-Coefficient Density-ratio Model LOCAL Empirical Likelihood Outliers Influence Analysis
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Mixture Regression-Cum-Ratio Estimator Using Multi-Auxiliary Variables and Attributes in Single-Phase Sampling
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作者 Teresio Mutembei John Kung’u Christopher Ouma 《Open Journal of Statistics》 2014年第5期367-376,共10页
In this paper, we have proposed a class of mixture regression-cum-ratio estimator for estimating population mean by using information on multiple auxiliary variables and attributes simultaneously in single-phase sampl... In this paper, we have proposed a class of mixture regression-cum-ratio estimator for estimating population mean by using information on multiple auxiliary variables and attributes simultaneously in single-phase sampling and analyzed the properties of the estimator. An empirical was carried out to compare the performance of the proposed estimator with the existing estimators of finite population mean using simulated population. It was found that the mixture regression-cum-ratio estimator was more efficient than ratio and regression estimators using one auxiliary variable and attribute, ratio and regression estimators using multiple auxiliary variables and attributes and regression-cum-ratio estimators using multiple auxiliary variables and attributes in single-phase sampling for finite population. 展开更多
关键词 Regression-Cum-ratio ESTIMATOR Multiple AUXILIARY VARIABLES and Attributes SINGLE-PHASE Sampling
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Evaluation on nitrogen isotopes analysis in high-C/N-ratio plants using elemental analyzer/isotope ratio mass spectrometry 被引量:3
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作者 胡婧 刘卫国 《Nuclear Science and Techniques》 SCIE CAS CSCD 2014年第2期36-39,共4页
Elemental analyzer/isotope ratio mass spectrometry(EA/TRMS) has been widely applied to analyze the^(15)N/^(14)N isotope composition(δ^(15)N) of plants and soils,but the δ^(15)N results may be inaccurate due to incom... Elemental analyzer/isotope ratio mass spectrometry(EA/TRMS) has been widely applied to analyze the^(15)N/^(14)N isotope composition(δ^(15)N) of plants and soils,but the δ^(15)N results may be inaccurate due to incomplete combustion of the high-C/N-ratio plant samples by EA.Therefore,it is necessary to develop a method to solve the problem of imperfect combustion.In this study,we used two methods:1) adding copper oxide powder to the samples,and 2) increasing the O_2 flow(from 100 mL min^(-1) to 200 mL min^(-1)) for the auto sampler inlet purge line of the EA.The δ^(15)N values of the plant samples became more positive and tended to be stable after complete combustion.Also,the required blank samples for each plant sample decreased with increasing amount of the added CuO powder.However,at 200 mL min^(-1) of the oxygen flow in the EA,complete combustion could not be achieved without adding copper oxide,but this was done with decreased amount of CuO powder.Therefore,mixing cupric oxide into the high-C/N-ratio samples was an efficient,simple and convenient way to solve the problem of imperfect combustion in the EA. 展开更多
关键词 同位素分析 植物样品 元素分析仪 质谱仪 同位素比值 不完全燃烧 评价 铜粉末
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Electrodeposition of Gold to Conformally Fill High-Aspect-Ratio Nanometric Silicon Grating Trenches: A Comparison of Pulsed and Direct Current Protocols 被引量:2
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作者 Sami Znati Nicholas Chedid +3 位作者 Houxun Miao Lei Chen Eric E. Bennett Han Wen 《Journal of Surface Engineered Materials and Advanced Technology》 2015年第4期207-213,共7页
Filling high-aspect-ratio trenches with gold is a frequent requirement in the fabrication of X-ray optics as well as micro-electronic components and other fabrication processes. Conformal electrodeposition of gold in ... Filling high-aspect-ratio trenches with gold is a frequent requirement in the fabrication of X-ray optics as well as micro-electronic components and other fabrication processes. Conformal electrodeposition of gold in sub-micron-width silicon trenches with an aspect ratio greater than 35 over a grating area of several square centimeters is challenging and has not been described in the literature previously. A comparison of pulsed plating and constant current plating led to a gold electroplating protocol that reliably filled trenches for such structures. 展开更多
关键词 PULSED ELECTROPLATING Gold ELECTROPLATING High Aspect Ratio TRENCHES Gold Electrodepostion Di-rect Current Electrodeposition PULSED vs. Direct Current ELECTROPLATING Atomic LAYER Deposition Platinum Seed LAYER Silicon TRENCH Gratings TRENCH FILLING Grating FILLING ALD Adhesive LAYER
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Trace-Ratio问题的两种解法及其应用
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作者 赵守明 《哈尔滨商业大学学报(自然科学版)》 CAS 2019年第5期626-629,共4页
线性判别分析(LDA)作为一种降维技术,已成功应用于许多分类问题中,如语音识别、人脸识别、信息提取等领域.许多降维问题最后都会归结为一个Trace-Ratio(迹比)问题,也就是通过寻找一个列规范正交矩阵X∈Rn×r(n≥r)能够使得比值tr(XT... 线性判别分析(LDA)作为一种降维技术,已成功应用于许多分类问题中,如语音识别、人脸识别、信息提取等领域.许多降维问题最后都会归结为一个Trace-Ratio(迹比)问题,也就是通过寻找一个列规范正交矩阵X∈Rn×r(n≥r)能够使得比值tr(XTAX)/tr(XTBX)最大化,其中矩A∈Rn×n阵是对称的矩阵,矩阵B∈Rn×n是对称正定矩阵.迹比问题在线性判别分析以及一些其他应用中占有至关重要的地位.但是迹比问题没有解析形式的解.介绍了Foley-Sammon变换的背景和国内外发展现状.给出了求解迹比问题的两种方法:逐次解法和牛顿法.改进了构造逐次解的具体方法,并且给出了逐次解的数值估计;给出了牛顿法的具体算法和二阶收敛性的证明.实验表明若将逐次解作为初始迭代点代入牛顿法中可以大大减少牛顿法的迭代次数,提高牛顿法的迭代速度. 展开更多
关键词 降维 线性判别分析 迹比 初始点 逐次解 牛顿法
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Effect of Hub-Ratio on Performance of Asymmetric Dual-Rotor Small Axial Fan
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作者 Yongmin Wu Yingzi Jin +2 位作者 Yuzhen Jin Yanping Wang Li Zhang 《Open Journal of Fluid Dynamics》 2013年第2期81-84,共4页
Currently, domestic and abroad scholars put more attention on contra-rotating dual-rotor axial fan. But there is less scholars study on asymmetric dual-rotor small axial fan, which is one of the contra-rotating dual-r... Currently, domestic and abroad scholars put more attention on contra-rotating dual-rotor axial fan. But there is less scholars study on asymmetric dual-rotor small axial fan, which is one of the contra-rotating dual-rotor axial fans. Like axial fan, many factors have influence on the performance of the asymmetric dual-rotor small axial flow fan, such as the wheel hub ratio, blade shape, blade number, stagger angle and the tip clearance. Because wheel hub ratio has great impact on the performance of the fan, we choose the size of wheel hub ratio as a variable factor to study the model change. There is a different wheel hub ratio between front stage impeller and rear stage of asymmetric dual-rotor small axial fan, so it is very beneficial to select the greater wind area that the fan area of external diameter minuses the area occupied by the blades and the hub as front stage impeller. In this paper, the hub-ratio of front stage impeller is 0.72, and that of rear stage is 0.72, 0.67 and 0.62 respectively along with the front stage impeller. Three kinds of models with different hub ratio of rear stage are simulated using the CFD software and the static characteristics are obtained. Based on the experimental test results, the internal flow field of the asymmetric dual-rotor small axial fan is analyzed in detail, the impact trends of different hub-ratio on the performance of asymmetric dual-rotor small axial fan are obtained and the argument of structure optimization for dual-rotor small axial fan is provided. 展开更多
关键词 ASYMMETRIC DUAL-ROTOR Axial FLOW FAN HUB RATIO Numerical Simulation Internal FLOW Field
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