Simultaneous Prediction for Multiple Key Performance Indicators in Semiconductor Wafer Fabrication

The prediction and key factors identification for lot Cycle time (CT) and Equipment utilization (EU) which remain the Key performance indicators (KPI)are vital for multi-objective optimization in semiconductor manufacturing industry.This paper proposes a prediction methodology which predicts CT and EU simultaneously and identifies their key factors.Bayesian neural network (BNN) is used to establish the simultaneous prediction model for Multiple key performance indicators (MKPI),and Bayes theorem is key solution in model complexity controlling.The closed-loop structure is built to keep the stability of MKPI prediction model and the weight analysis method is the basis of identifying the key factors for CT and EU.Compared with Artificial neural network (ANN)and Selective naive Bayesian classifier (SNBC),the simulation results of the prediction method of BNN are proved to be more feasible and effective.The prediction accuracy of BNN has been obviously improved than ANN and SNBC.     

LED电视在2D模式下的视觉健康舒适度测试研究

通过客观量测人眼观视时的各项视觉生理指标,并将各项指标嵌入人眼健康舒适度评价模型进行分析运算。经由583人次的人因实验,从视觉健康舒适度、电视屏幕人眼色觉客观量化反馈以及操控可用性3个方面对12款主流品牌的LED电视样机的视觉健康舒适度与人机交互设计进行了测试与评价。     

基于RCM 的导弹装备最佳预防性维修周期决策

针对目前确定预防性维修周期时存在不确定性的问题,建立了基于RCM的导弹装备维修周期决策模型。分别以总费用最小和可用度最大为目标建立导弹装备维修周期决策模型,采用蒙特卡罗仿真进行模型求解,采用模糊决策方法确定多目标综合最佳预防性维修周期,并以某型导弹装备密封圈为例,验证方法的有效性。实践分析结果表明:该方法综合权衡了费用和可用度因素,能较好地解决可用度低下且维修费用居高不下的问题,有一定应用和参考价值。     

水力压裂裂缝几何形态的数值模拟及影响因素分析

本文利用具有最优系数的线性四步法求解了水力压裂裂缝几何形态的数学模型,从而求得了裂缝各截面的高度、宽度和压力。通过大量的计算,对影响裂缝几何形态的因素进行了分析。与此同时,本文给出了比较合理的流量模型和粘度模型。     

对科学的态度：概念、影响因素及测量

我国对科学的态度有关研究始于20世纪90年代初期,起步较晚,此领域的学者以及研究机构较少,已有研究较为零散。在《全民科学素质行动计划纲要（2006-2010-2020年）》的指导下,我国已将民众对科学的态度列入科学素质的测评体系中,并且作为核心要素用于指导全民科学素质的提高。本文拟从态度理论研究入手,对科学的态度研究（概念、影响因素及测量）进行回顾与总结,提出我国对科学的态度研究中的不足以及未来努力的方向。     

巷道和边坡的稳定位移与突发失稳时间预测

本文从位移时序曲线的特征出发，提出并验证了用加速度作为状态识别判据的可行性。对于稳定的情况，讨论了用灰色系统ＧＭ（１，１）模型预测最终收敛位移；对于失稳的情况，建立了用割线角估算失稳时间的一般公式。     

Reflectivity Model of Low Grazing Angle Radar Sea Clutter

The commonly used reflectivity models of radar sea clutter are summarized. Among these models, the adjusted Barton model and the adjusted Morchin model are compared. From the analysis result, the γ-p reflectivity model is presented for low grazing angle radar sea clutter by the adjustment of the original Barton reflectivity model. The model takes into account radar frequency, grazing angle, sea condition, and polarization property. The influences of these factors on the proposed model are analyzed. The model absorbs the merits from commonly used reflectivity models for sea clutter. It introduces several researchers‘ opinions, and extends them. And it accounts for the reflectivity at arbitrary radar frequency from VHF to X-band, arbitrary low grazing angle, arbitrary sea condition and different polarization property. One of the main results is the proposed γ-p reflectivity model can reflect the influence of polarization on sea clutter reflectivity to some extent. The proposed γ-p reflectivity model of low-angle radar-sea clutter is validated by comparing the simulated and statistically experimental data.     

Parameter design using the Taguchi methodology

This article aims to give an overview of the Taguchi methodology and more specific of its key step: parameter design. The purpose of parameter design is to bring quality into the product/process by determining the relevant parameters and their optimal settings such that the quality characteristics of the product are optimised and have minimal sensitivity to “noise” (i.e., those disturbing factors which are difficult or too expensive to control). The (mainly statistical) tools used in the methodology will be handled and some actual Bell cases will be mentioned as practical examples.     

Determinants of the intention to use Buy-Online,Pickup In-Store (BOPS): The moderating effects of situational factors and product type

Despite the wider introduction of the buy online and pick up in-store (BOPS) service by retailers, research on BOPS is still sparse, especially those from the consumer perspective. This paper employs the scenario-based factorial survey method to investigate how the perceived characteristics of innovation and the perceived risk of online shopping influence the consumers’ intention to use BOPS while also considering the moderating effects of situational factors (location convenience) and product type (involvement). Our findings indicated that the consumer perceptions of relative advantage, complexity, compatibility, and risks involved in online shopping are important antecedents to intention to use BOPS, and that these relationships were significantly moderated by locational convenience and product involvement. The implications of the findings and suggestions for future research are discussed in detail.     

SQI优化思路

在GSM无线网络中,对无线质量的评估是通过RXQUAL来实现的。但是无线网络的语音是经过话音编码及信道编码两个过程的,RXQUAL只能反映出网络在空中接口上的传输质量,并不能反映终端用户对无线网络语音保真度的最终感受。为此爱立信提出了一个能够表达终端用户对无线网络质量直接感受的指标—SQI。