基于典型相关分析的独立分量分析对照函数构建方法研究

本文根据典型相关分析的特征,并结合近年来的研究热点———核学习的有关理论,提出了一种在可再生核Hilbert空间为独立分量分析构建对照函数的新方法,并证明其与以前提出的普通对照函数一样,具备统计相关测度函数所需的满意数学特征.通过对各种源分布的分离结果仿真表明,该方法比现有的其他方法具有更好的鲁棒性和灵活性.

Safety and effective developing nuclear power to realize green and low-carbon development

This paper analyzes the role of nuclear power of China's energy structure and industry system. Comparing with other renewable energy the nuclear power chain has very low greenhouse gas emission, so it will play more important role in China's low-carbon economy. The paper also discussed the necessity of nuclear power development to achieve emission reduction, energy structure adjustment, nuclear power safety,environmental protection, enhancement of nuclear power technology, nuclear waste treatment, and disposal, as well as nuclear power plant decommissioning. Based on the safety record and situation of the existing power plants in China, the current status of the development of world nuclear power technology, and the features of the independently designed advanced power plants in China, this paper aims to demonstrate the safety of nuclear power. A nuclear power plant will not cause harm either to the environment and nor to the public according to the real data of radioactivity release, which are obtained from an operational nuclear plant. The development of nuclear power technology can enhance the safety of nuclear power. Further, this paper discusses issues related to the nuclear fuel cycle, the treatment, and disposal strategies of nuclear waste, and the decommissioning of a nuclear power plant, all of which are issues of public concern.

Verification of Insulation Oil Reclamation by Turbidity and Spetrophotometry Measurements

Oil reclamation with Fuller＇s earth is known to have an improved effect on conditioning aged oil. In this paper it is shown that aged oil reclamation effectiveness can be monitored with turbidity and spectrophotometry measurements. These low cost testing techniques offer a useful tool to quantify the effect of Fuller＇s earth. Experimental investigations performed in laboratory conditions have shown that the quality of properly reclaimed aged oil can compete with that of new oils. Thus, in addition to extending the life cycle of this non-renewable resource, on-line reclamation of liquid might also prevent the premature ageing of paper insulation. Studying the stability of reclaimed service aged oil samples emphasized the important role played by Fuller＇s earth absorption capability.

基于MMD的故障可诊断性定量评价方法

提出一种基于最大均值差异(maximum mean discrepancy,MMD)的故障可诊断性定量评价方法.该方法无需构建任何系统模型,通过度量不同故障模式下测量数据之间的距离定量评价故障可诊断性,适用于结构复杂、不易于建模且能够获取测量数据的复杂系统.首先,将测量数据通过特征核映射到可再生核希尔伯特空间(reproducing kernel Hilbert space,RKHS)中,以MMD作为多元分布距离度量指标,将故障可诊断性定量评价问题转换为多元分布在RKHS中的距离度量问题;然后,利用数学推导分析测量噪声强度对故障可诊断性评价结果的影响;最后,通过仿真实例验证所提出方法的有效性.

带宽有限随机过程从过采样点的指数阶逼近

带宽有限的宽平稳随机过程的Shannon采样定理在1957年被建立起来.从那以后,关于它在其他随机过程的推广有广泛的研究.然而,直接截断Shannon级数收敛较慢.特别地,我们知道利用在Nyquist采样率下得到的n个采样点的截断级数的均方逼近误差的收敛速率是O(1/n^(1/2)).本文我们n考虑用有限的过采样点来重构带宽有限宽平稳随机过程,其中过采样点是指连续两个采样点之间的距离小于Nyquist采样率.我们研究了最优的线性重构算法和与其相关的本性逼近误差阶.通过过采样,我们发现线性重构算法可以达到指数阶衰减逼近,并且我们还证明线性重构算法不可能有快于指数阶的衰减速率.另外,我们还构造了两个具体的指数阶衰减的重构算法.