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为了获得具有较高识别率的算法,提出了一种将Fisher线性鉴别分析(Fisher Linear Discriminant Analysis)、复主分量分析(Principal Analysis in the Complex Space)与隐马尔可夫模型(Hidden Markov Models)相结合进行人脸识别的方法。对于输入的不同光照、人脸表情和姿势的图像先进行归一化处理,然后将归一化后的图像转化成一维向量,再用FLDA方法提取每幅图像的特征,形成新的复向量空间;通过运用复主分量分析,来抽取人脸图像的有效鉴别特征;最后通过HMM对这些特征进行训练,得到一个优化的HMM并应用于识别。在ORL人脸数据库中进行实验,实验结果表明,该方法具有较高的识别率。 相似文献
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《International Journal of Hydrogen Energy》2019,44(23):11717-11733
Methanol steam reforming is regarded as a very promising process to generate H2 suitable for fuel cells. Typically, the Pd-based catalysts can catalyze efficiently methanol steam reforming for hydrogen production. But their high selectivity to CO, a byproduct of methanol reforming reaction, severely limits their potential application. In this work, a series of Nb-modified Pd−Zr−Zn catalysts with different Nb loadings were prepared to study their catalytic activities with more focus on the role of Nb on Pd−Zr−Zn catalyst for methanol steam reforming. The prepared catalysts were fully analyzed by using various characterization techniques, for example, ICP, BET, SEM, XRD, H2-TPR, NH3-TPD, HRTEM, CO chemisorption, XPS, and Raman. The experimental results showed that an increase in Nb loading for the Nb-modified Pd−Zr−Zn catalysts led to a decrease of the methanol conversion and H2 production rate. This was probably due to the decrease in the amount of oxygen vacancies on the catalyst surface. However, introduction of Nb into Pd−Zr−Zn catalyst increased the acid strength on the catalytic surface. The aldehyde species derived from methanol decomposition were readily transformed to HCOOH, thus yielding high selectivity to CO2 for the Nb-modified Pd−Zr−Zn catalysts. Significantly, the addition of Nb to Pd−Zr−Zn catalyst facilitated the incorporation of Pd into the ZnO lattices, which led to the formation of Pd−Zn alloy. Consequently, the Nb-modified Pd−Zr−Zn catalysts exhibited significantly lower CO selectivity and production rate than the Pd−Zr−Zn catalyst. From the results, this work offers a new way to the rational design of selective methanol steam reforming catalysts to decrease the formation of byproduct CO. 相似文献
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《Journal of the European Ceramic Society》2022,42(13):5464-5475
In this paper, a new kinetic model considering both oxidation and volatilization kinetics is established and applied to analyze the oxidation of SiC-B4C-xAl2O3 ceramics and other systems in various oxidation conditions. The effects of diffusion area and volume changes during the oxidation process are considered in this model. The physical meaning of each parameter in this model is explicit and simple. According to this model, the diffusion coefficient of species and the corresponding diffusion activation energy are easily available. The practicability of this model is well verified by the experimental data of SiC-B4C-xAl2O3 and other systems oxidized under different conditions. In addition, the practice shows that the model is applicable not only to the systems where oxidation and volatilization coexist, but also to the system where only oxidation plays a major role. We hope the model proposed in this work can be used in other materials with more complex environments. 相似文献
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基于离散数学理论和计算机技术,用数值仿真方法,建立通用数值仿真模型。提出磨损概率寿命概念,利用Monte Carlo法,以斜齿圆柱齿轮摩擦副磨损状态为研究对象,通过算例实现对斜齿圆柱齿轮机构磨损失效概率寿命分布的计算,解决了零件磨损概率寿命的预测问题,所建立的磨损仿真方法和模型具有良好的工程应用前景。 相似文献
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图与文字、数字一样,在人类的社会进步、经济建设和科技发展过程中起着不可替代的作用。但图与图学的定义与地位从历史和当前角度来看,仍是一个没有深刻和系统阐明的问题。现在的工程图学、计算机图形学、计算机图像学等各有自己的学科定义、定位以及各自独立的发展道路,但由于没有与图和图学相关联,致使这些学科呈现出某种分散性和局限性。从形(几何)的角度揭示图的本质,给出了形与图的科学表述。提出"大图学"概念,整合分散在其他学科中的与图相关的科学与技术。重新认识与定位图学的地位和作用,给出它的定位与定义,构建了图学学科的整体框架和三级学科分类体系。认为文学、数学、图学三者构成了科学与工程发展的基础,昭示了图学的基础性和重要性。 相似文献
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《International Journal of Hydrogen Energy》2019,44(23):11824-11837
The effect of ceramic support on the performance of methanol reforming process catalysts was studied by synthesizing Cu/Zn1.11La1.26Al0.5O4.27 and comparing it with optimized, conventional γAl2O3 based catalyst in a monolithic reactor. The physicochemical properties of the synthetic catalysts were studied using BET, FESEM, FTIR, XRD, TGA, TPR, TEM and XPS analyses for better evaluation of their catalytic performance. The results showed that the sponge like ceramic support Cu/Zn1.11La1.26Al0.5O4.27 catalyst is very highly efficient and active, has a lower reduction temperature and possess better pore size and pore volume compared with γ-Al2O3 based catalysts. Comparison of Cu/γAl2O3, Cu/La-γAl2O3, Cu-Zn/La-γAl2O3 and Cu-Zn/γAl2O3 catalysts shows that the presence of Zn undesirably affects methanol conversion at higher temperatures while positively affecting the conversion at lower temperatures. Unlike Zn, La functions better at higher temperatures with respect to conversion and selectivity to H2. Therefore, Cu-Zn/La-γAl2O3 catalyst function better works uniformly at all temperatures. The conversion and selectivity to H2 of the new Cu/Zn1.11La1.26Al0.5O4.27 catalyst (97% and 91% respectively) are greater than the alumina supported catalysts such as Cu-Zn/La-γAl2O3 (90% and 73% respectively). The obtained results show that in this process, the designed Monolith/Zn1.11La1.26Al0.5O4.27 structure has a remarkable impact on methanol conversion and carbon monoxide selectivity. 相似文献