共查询到20条相似文献,搜索用时 15 毫秒
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Ajemba P.O. Durdle N.G. Hill D.L. Raso V.J. 《IEEE transactions on instrumentation and measurement》2007,56(5):1520-1526
This paper describes a low-cost imaging system that is used to quantify the torso deformity that is associated with scoliosis. The system consists of image-capture and image-analysis components. The image-capture component obtains full-torso scans using a rotating positioning platform and one or two surface digitizers. The image-analysis component assesses torso shape. Results of system calibration and error analysis (accuracy of reproduction based on tests on a calibration box, a plaster cast, and a human subject) show that the system can be used to quantify the deformity associated with scoliosis. 相似文献
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当影响因素和响应输出的关系较为复杂时,应用传统响应曲面法(RSM)、非参数响应曲面法(NPRSM)和人工神经网络(ANN)难以拟合真实的响应曲面,不仅需要大的样本量,而且泛化风险大,不易达到全局最优.将RSM归结为可有限制地主动获取样本的小样本机器学习问题,提出了一种基于支持向量机(SVM)的RSM.以大间隔网格取样,利用SVM拟合过程,对拟合方程寻优确定极值大致区域,再逐步缩小间隔求精.算例研究表明,该方法的拟合与泛化性能优于NPRSM和基于ANN的RSM,能在小样本条件下建立全局性数值模型,寻优可以得到多个极值. 相似文献
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G. A. López Muñoz R. F. López González J. A. Balderas López L. Martínez-Pérez 《International Journal of Thermophysics》2011,32(5):1006-1012
Photoacoustic methodology in the transmission configuration (PMTC) was used to study the thermophysical properties and their
relation with the composition in Mexican citrus essential oils providing the viability of using photothermal techniques for
quality control and for authentication of oils and their adulteration. Linear relations for the amplitude (on a semi-log scale)
and phase, as functions of the sample’s thickness, for the PMTC was obtained through a theoretical model fit to the experimental
data for thermal-diffusivity measurements in Mexican orange, pink grapefruit, mandarin, lime type A, centrifuged essential
oils, and Mexican distilled lime essential oil. Gas chromatography for distilled lime essential oil and centrifuged lime essential
oil type A is reported to complement the study. Experimental results showed close thermal-diffusivity values between Mexican
citrus essential oils obtained by centrifugation, but a significant difference of this physical property for distilled lime
oil and the corresponding value obtained by centrifugation, which is due to their different chemical compositions involved
with the extraction processes. 相似文献
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Desagani Dayananda Venkateswara Rao Sarva Sivankutty Vadakkethonippurathu Prasad Jayaraman Arunachalam 《Particulate Science and Technology》2015,33(1):8-16
In this paper, we report a simple aqueous solution based chemical method for preparation of mesoporous γ-Al2O3 which can be used for removal of fluoride ions from water. The synthesized Al2O3 and commercial Al2O3(Grade AD101-F, ACE Manufacturing and Marketing, Baroda, India) were characterized by using powder x-ray diffractometer, N2 adsorption–desorption surface area and pore size analyzer, and high resolution transmission electron microscope. Synthesized Al2O3 contains a wormhole-like mesoporous structure with 358.7 m2 g?1 Brunauer–Emmett–Teller (BET) surface area and 0.8 cm3 g?1 pore volume. Batch adsorption studies were performed to determine the fluoride adsorption capacity of Al2O3. The effect of different parameters such as contact time, initial fluoride concentration, pH, and adsorbent dose was studied to understand the fluoride adsorption behavior of the synthesized Al2O3 under various conditions. The kinetics results showed that the fluoride adsorption on synthesized Al2O3 followed pseudo-second-order kinetics. Adsorption equilibrium data fitted well to the Freundlich equation and indicated multilayer adsorption of fluoride on the surface of Al2O3. Synthesized Al2O3 demonstrated significantly improved fluoride adsorption capacity and faster kinetics than commercial Al2O3. 相似文献
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针对传统热扩散率测量方法对热激励、边界和试样尺寸有严格要求等苛刻条件,提出一种适用于薄片材料的热扩散率测量新方法。该方法采用热成像技术采集受激光激励引起的材料表面温度场变化数据,将其通过曲线拟合对导热微分方程中的微分项进行估测,求取微分方程解析解转化为对代数方程求解以确定热扩散率值,因而无需严格控制边界条件、初始条件和热激励。通过仿真分析验证了理论模型的合理性,并对H62黄铜和304不锈钢材料进行了实测,对比文献参考值表明测量偏差均在6.0%以内,测量重复性为4.3%,可满足快速无损的测量要求。 相似文献
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Guofu Zhai Yuege Zhou Xuerong Ye 《Quality and Reliability Engineering International》2015,31(4):635-643
Due to the effects of manufacturing tolerances and environmental conditions, component parameters vary and degrade with time. This may cause performance measures of electronic circuits to deviate from design specifications. Therefore, a tolerance design method based on performance degradation is proposed for electronic circuits, so as to improve the robustness of output characteristics. First, sensitive components causing output fluctuation are determined via orthogonal experiment and PSpice simulation. Then, degradation path models are established to describe the degradation process of sensitive components. The predicted values worked out by the degradation path models are substituted into the simulation model for Monte Carlo analysis. Besides, output characteristics and performance reliability are evaluated according to Monte Carlo simulation. Finally, optimum allocation is carried out for component tolerances as per minimum life cycle cost. The proposed method is illustrated by a case study of light‐emitting diode (LED) driver. Copyright © 2013 John Wiley & Sons, Ltd. 相似文献
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针对过程控制系统故障树建模问题提出了一种以步进方式求结构函数的判定表法。采取以事件为条件桩、0和1为条件项的二态判定表的方式,列举各事件所有可能的状态组合,根据每种情况下部件的相互作用演绎输出事件,然后对具有相同输出事件的事件序列求并集以排除重复事件和不相关事件,得到约简的结构函数。通过对硝酸冷却系统建模的验证,用这种方法建树的结果与原文的结果是一致的。 相似文献
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Haotian Wang Jian Sun Hong Ding Ganlin Shan Zhuang Chang 《Journal of Failure Analysis and Prevention》2017,17(6):1182-1190
Performance degradation modeling plays an important role in prognostics and health management of mechanical system. Influenced by the complex structure of the hydraulic pump and the limited experiment standards, it is hard to establish an appropriate performance degradation model. To fulfill current requirements, a method for establishing the performance degradation model based on accelerated experiment is proposed. In order to describe the general trend of the degradation, the double-stress exponential model is firstly established as the theoretical degradation model. On this basement, combined with the characteristics of the experiment, the accelerating coefficient is settled; meanwhile, the procedures for assuring the model parameters are presented. Furthermore, based on the accelerated experiment of the hydraulic pump under various stresses, the performance degradation model is finally established. Result of the experimental analysis indicates that the proposed method is applicable and the presented model is effective to measure the performance degradation of pump. 相似文献
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CVD金刚石薄膜的介电性能研究 总被引:2,自引:0,他引:2
对直流电弧等离子体CVD制备的金刚石薄膜的介电性能进行了研究,结果表明,金刚石薄膜的介电性能主要取决于样品的多昌性质以及表面和晶界处的非金刚石相和杂质成分。 相似文献
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Giannini F. Bourdel E. Pasquet D. 《IEEE transactions on instrumentation and measurement》2008,57(2):261-267
A new on-wafer noise parameter measurement method at a 2.8-18-GHz frequency band is presented. This measurement method is based on both temporal and spectral analysis of noise power measurements. We present the method and the experimental results on an active two-port. It requires less equipment than the classic noise parameter measurement method. It gives direct results for 801 points in the 2.8-18-GHz frequency band. 相似文献
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基于粗糙集理论的模糊神经网络及其在化纤生产过程中的应用 总被引:5,自引:0,他引:5
提出一种基于粗糙集理论的模糊神经网络系统,首先运用粗糙集理论来发现大量样本数据中的概略化的规则,然后根据这些规则来设计神经网络的结构模型,并利用神经网络技术对模型进行训练。化纤工业中抽丝冷却侧吹风过程的模拟仿真实验,证明了该方法的有效性和可行性。 相似文献