Degradation Feature Selection for Remaining Useful Life Prediction of Rolling Element Bearings

Rolling element bearings are among the most widely used and also vulnerable components in rotating machinery equipment. Recently, prognostics and health management of rolling element bearings is more and more attractive both in academics and industry. However, many studies have been focusing on the prognostic aspect of bearing prognostics and health management and few efforts have been performed in relation to the optimal degradation feature selection issue. For more effective and efficient remaining useful life predictions, three goodness metrics of correlation, monotonicity and robustness are defined and combined for automatically more relevant degradation feature selection in this paper. Effectiveness of the proposed method is verified by rolling element bearing degradation experiments. Copyright © 2015 John Wiley & Sons, Ltd.     

掺铝氧化锌(AZO)薄膜的应用及研究评述

掺铝氧化锌(AZO)薄膜具有较高的透过率,较小的电阻率等优良的光电性能,使其在太阳能电池电极及各种显示器中具有广阔的应用前景。本文概述了AZO薄膜的结构、光电性能的表征方法,重点介绍了单层AZO膜以及AZO基多层复合薄膜的设计理论基础、影响薄膜性能的因素以及研究现状,除此之外,还对AZO薄膜的应用情况进行了概述,并对AZO薄膜发展前景进行了展望。     

“数据库应用基础”开放式实验平台与实验过程综合自动评价系统研究

介绍如何利用开放式网络平台进行"数据库应用基础"课程实验教学改革,并对建立客观、科学、完整的学生实验结果评价体系和评价系统进行了探索。     

JAAS自身的安全性分析

JAAS(Java Authentication and Authorization Service)是Java认证和授权服务的API机制,JAAS的安全性除了体现在认证和授权机制以外,还体现在对Java2平台安全体制的充分利用,分别从认证和授权两个方面对JAAS的安全性作了分析,并结合对Java2平台安全体制的分析,说明JAAS机制是如何充分利用Java语言的灵活性和安全性来保证自身安全性的。     

Experimental investigation and thermodynamic reassessment of the Fe–Si–Zn system

Based on the critical evaluation of the experimental data available in the literature, the isothermal section of the Fe–Si–Zn system at 873 K was measured using a combination of X-ray analysis and scanning electron microscopy with energy-dispersive X-ray analysis. No ternary phase is observed at 873 K. A thermodynamic modeling for the Fe–Si–Zn system was then conducted by considering the reliable experimental data from the literature and the present work. All the calculated phase equilibria agree well with the experimental ones. It is noteworthy that a stable liquid miscibility gap appears in the computed ternary phase diagrams although it is metastable in the three boundary binaries.     

社会网络中紧密度模型分析

针对社会网络中节点的复杂性,以及节点间关系的不确定性,本文采用中心性和凝聚子群对社会网络进行建模分析,并通过MATLAB进行仿真实验验证,从而在复杂的网络中选择出有效的中心节点。通过对节点的管理和利用,实现对整个社会网络管理的科学性,严谨性。通过模型的理论分析,我们可以设想该方法将对社会网络知识的传播,有效信息的发布,社会网络的稳定等起到有的放矢的作用。因而此研究具有良好的实践价值。     

Bounds estimation and practical stability of AIMD/RED systems with time delays

The Additive Increase and Multiplicative Decrease (AIMD) congestion control algorithm of TCP deployed in the end systems and the Random Early Detection (RED) queue management scheme deployed in the intermediate systems contribute to Internet stability and integrity. Previous research based on the fluid-flow model analysis indicated that, with feedback delays, the TCP/RED system may not be asymptotically stable when the time delays or the bottleneck link capacity becomes large [3]. However, as long as the system operates near its desired equilibrium, small oscillations around the equilibrium are acceptable, and the network performance (in terms of efficiency, loss rate, and delay) is still satisfactory. In this paper, we study the practical stability of AIMD/RED system with feedback delays and with both homogeneous and heterogeneous flows. We obtain theoretical bounds of the flow window size and the RED queue length, as functions of the number of flows, link capacity, RED queue parameters, and AIMD parameters. Numerical results with Matlab and simulation results with NS-2 are given to validate the correctness and demonstrate the tightness of the derived bounds. The analytical and simulation results provide important insights on which system parameters contribute to higher system oscillations and how to set parameters (such as buffer size and queue management parameters) to ensure system efficiency with bounded delay and loss. Our results can also help to predict and control the system performance for Internet with higher data rate links multiplexed with heterogeneous flows with different parameters.