基于SVM和RBFN的汽车主动降噪系统传感器故障诊断

汽车主动降噪系统的工作依赖于多个噪声传感器,一旦传感器发生故障,将严重影响降噪效果。为保证汽车主动降噪系统的性能,提出了由支持向量机(SVM)预测模型和径向基神经网络(RBFN)预测模型构成的传感器故障诊断系统,SVM模型判断是否发生传感器故障,RBFN模型则利用各传感器间的信息冗余关系定位故障传感器并对其信号进行重构。仿真结果表明,该诊断系统可有效实现汽车主动降噪系统中的传感器故障诊断及信号重构。与传统的汽车主动降噪系统相比,引入传感器故障诊断系统可保证更稳定的降噪性能。     

基于两电极体系脉冲计时电流法的离子选择性检测

以全固态离子选择性电极为工作电极,活性炭电极为对电极,搭建了一个基于脉冲计时电流法的两电极体系离子检测系统。使用不同的离子选择性工作电极,施加连续脉冲电压信号,通过采集响应电流,可实现待测溶液中相应离子的定量检测。将其应用于pH,钙离子与氯离子的检测,结果表明,该检测系统具有精确度高、选择性好等优点,相比于传统电位分析方法,不易受电荷积累的影响。加之采用全固态两电极体系,使检测系统易于维护及小型化,在水质的实时在线监测中具有较好的应用前景。     

湿浸法制备活性组分非均匀分布负载型催化剂过程的计算机模拟

对活性组分非均匀分布的负载型催化剂的湿浸法制备过程进行了计算机模拟,其模拟程度可适用于任意多个活性组分的浸渍。发现单组分浸渍时,通过控制浸渍时间可获得活性组分由薄到厚的蛋壳型分布和均匀分布,但通过预浸渍吸附至一定分布后,再在空白溶液中浸渍洗脱,控制洗脱条件也可获得蛋黄、蛋白型的分布;加入竞争吸附剂,进行双组分及多组分浸渍,通过控制浸渍溶液性质及浸渍时间可获得各种类型的活性组分分布,诸如蛋壳型、蛋白型、蛋黄型和均匀型。通过对制备过程参数(如竞争吸附剂的选择、各组分有效扩散系数、初始浓度、吸脱附速率常数等)与活性组分分布形式之间关系的分析,可实现对任一分布形式的催化剂的制备过程参数的优化。这对实际制备催化剂具有指导意义。     

浸渍法改性活性炭脱硫(H2S)研究

针对普通脱硫剂的硫容较小的问题，我们利用浸渍液对活性炭进行改性试验。结果表明，用7％的碳酸钠(Na2CO3)溶液作为浸渍液对活性炭改性制得的脱硫剂比普通纯活性炭脱硫剂的硫容提高近30％。试验还考查了浸渍液种类、浸渍液浓度、温度对脱硫效率的影响。     

“主动适应”：从教育规律视角的认识

当现代大学越来越成为国家实力和国家综合竞争力的象征和标志时,“主动适应”,即大学人才培养主动适应经济社会发展的需要,或大学主动为经济社会发展服务,似乎更多关注现代大学承载的社会责任,而相应较少关注高等教育的规律。然而,“主动适应”是高等教育的办学理念,因而应从高等教育规律上进行认识和把握。     

An integrated emotional and physiological assessment for VR-based active shooter incident experiments

Unfortunately, active shooter incidents are on the rise in the United States. With the recent technological advancements, virtual reality (VR) experiments could serve as an effective method to prepare civilians and law enforcement personnel for such scenarios. However, for VR experiments to be effective for active shooter training and research, such experiments must be able to evoke emotional and physiological responses as live active shooter drills and events do. The objective of this study is thus to test the effectiveness of an active shooter VR experiment on emotional and physiological responses. Additionally, we consider different locomotion techniques (i.e., walk-in-place and controller) and explore their impact on users’ sense of presence. The results suggest that the VR active shooter experiment in this study can induce emotional arousal and increase heart rate of the participants immersed in the virtual environment. Furthermore, compared to the controller, the walk-in-place technique resulted in a higher emotional arousal in terms of negative emotions and a stronger sense of presence. The study presents a foundation for future active shooter experiments as it supports the ecological validity using VR for active shooter incident related work for the purposes of training or research.     

Java程序设计课程混合式教学研究

Java程序设计是一门技术性和实践性都很强的专业必修课程。本文首先分析传统Java程序设计课程教学中出现的问题,接着描述了开展任务驱动和翻转课堂的意义,最后阐述广东理工学院开展任务驱动和翻转课堂具体措施,主要包括塑造自主学习文化、加强课前学习引导、综合使用教学手段、总结评价与拓展学习空间等。这些措施在较大程度上激发了学生的学习热情,提升了学习主动性,促进了学生个性化发展,增强了课程学习吸引力。课程取得良好的教学效果,为后续学生实习、就业过程与生产企业的无缝对接奠定基础。     

Decentralized Dynamic Event-Triggered Communication and Active Suspension Control of In-Wheel Motor Driven Electric Vehicles with Dynamic Damping

This paper addresses the co-design problem of decentralized dynamic event-triggered communication and active suspension control for an in-wheel motor driven electric vehicle equipped with a dynamic damper. The main objective is to simultaneously improve the desired suspension performance caused by various road disturbances and alleviate the network resource utilization for the concerned in-vehicle networked suspension system. First, a T-S fuzzy active suspension model of an electric vehicle under dynamic damping is established. Second,a novel decentralized dynamic event-triggered communication mechanism is developed to regulate each sensor's data transmissions such that sampled data packets on each sensor are scheduled in an independent manner. In contrast to the traditional static triggering mechanisms, a key feature of the proposed mechanism is that the threshold parameter in the event trigger is adjusted adaptively over time to reduce the network resources occupancy. Third, co-design criteria for the desired event-triggered fuzzy controller and dynamic triggering mechanisms are derived. Finally, comprehensive comparative simulation studies of a 3-degrees-of-freedom quarter suspension model are provided under both bump road disturbance and ISO-2631 classified random road disturbance to validate the effectiveness of the proposed co-design approach. It is shown that ride comfort can be greatly improved in either road disturbance case and the suspension deflection, dynamic tyre load and actuator control input are all kept below the prescribed maximum allowable limits, while simultaneously maintaining desirable communication efficiency.     

Caking property and active components of coal based on group component separation

The content and the caking index of the heavy,the dense medium and the loose medium components of coal,obtained by extraction and stripping with CS_2/N-methyl-2-pyrrolidinone mixed solvent(1:1 by volume),were studied and correlated with the caking property of raw coals.Images of the three group components after heat treatment were analyzed.The results show that both caking index(G) and maximum thickness of plastic layer(Y) of coals have a good linear relationship with the content of the medium component;the dense medium and the loose medium components are the two key factors to determine the caking property of raw coals-they are the source materials of fluidity and swelling of coal,respectively;the heavy component without the swelling and fluidity was cohered by the other components;two new indexes,which can extend current understanding of the caking properties,were introduced.     

主动式二维码考勤系统研究

提出了一种新型主动式考勤方式,并给出了一种结合二维码的应用方式.该方法大大节省了硬件支出成本,同时加快了考勤速度.综述了现阶段其他研究成果,并研究了主动式二维码考勤和被动式二维码考勤的区别.