More robust and better: a multiple kernel support vector machine ensemble approach for traffic incident detection

This paper presents a multiple kernel support vector machine (MKL‐SVM) ensemble algorithm to detect traffic incidents. It uses resampling technology to generate training set, test set, and training subset firstly; then uses different training subsets to train individual MKL‐SVM classifiers; and finally introduces ensemble methods to construct MKL‐SVM ensemble to detect traffic incidents. Extensive experiments have been performed to evaluate the performances of the four algorithms: standard SVM, SVM ensemble, MKL‐SVM, and the proposed algorithm (MKL‐SVM ensemble). The experimental results show that the proposed algorithm has the best comprehensive performances in traffic incidents detection. To achieve better performances, the proposed algorithm needs less individual classifiers to construct the ensemble than SVM ensemble algorithm. Thus, compared with SVM ensemble algorithm, the complexity of the ensemble classifier of the proposed algorithm is reduced greatly. Conveniently, the proposed algorithm also avoids the burden of selecting the appropriate kernel function and parameters. Copyright © 2013 John Wiley & Sons, Ltd.     

高大砼薄壳穹顶结构油罐施工技术

结合砼薄壳穹顶结构油罐施工,采用扣件式钢管满堂脚手架作为薄壳支撑体系,主要针对薄壳穹顶支撑体系的确定、支架承载力计算及薄壳穹顶混凝土浇筑弧形控制三方面进行分析研究,阐明了该施工技术的可行性、安全性、合理性.通过工程实践,给类似工程施工提供了很好的参考借鉴.     

混凝土桥面铺装防水粘结层技术指标探讨

近年来,随着交通量的快速增长和重型车辆的不断增多,许多混凝土桥梁都出现了不同程度的早期损坏,混凝土桥梁的耐久性问题已经成为道路行业讨论的焦点之一.研究发现,水是影响混凝土桥梁耐久性的关键因素,但是目前我国尚缺乏完善的混凝土桥面铺装防水粘结层技术指标体系,在参阅大量相关研究资料的基础上,结合试验研究成果,对现行的防水粘结...     

基于协调机制的多学科设计优化框架研究

通过引入分解和协调策略,构建了基于协调机制的多学科协同优化方法的统一框架.在该框架中,引入了基于函数关系矩阵(FDT)的多学科分解策略和基于参数化近似模型的协调策略.讨论了几种典型的多学科设计优化方法,并将其应用到减速器的设计中;根据实例的计算结果,对上述几种多学科设计优化方法进行了定量的比较和研究.此外,还给出了多学科设计优化方法的选择标准.     

车用高性能永磁电机驱动系统的研发

重点介绍高性能车用永磁电机驱动系统中的高功率密度车用电机控制器、广域高效混合励磁电机和全数字化高性能电机控制软件平台3项关键技术,提出了在功率密度、全范围效率、可靠性、维护性和成本等方面均优于传统的车用永磁电机驱动系统的解决方案。在此基础上开发出高功率密度车用电机驱动系统样机,成功应用于力帆LF620纯电动警务车,并服务于2010年上海世博会上。     

Analysis of the Circulation System of a Slurry Shield and the Muck Carrying Ability of a Dredging Pipe北大核心CSCD

The circulation system of a slurry shield is composed of a transportation system and a processing system.For shield construction, correct selection of the circulation system for the slurry shield is directly related to construc-tion speed. Using the Nanjing Yangtze tunnel as an example, the material balance calculation of the circulation sys-tem, sieving effect analysis, and analysis of the muck carrying ability of the dredging pipe are conducted for various strata. The practical results show that above mentioned calculations and analysis method provide a good reference for the proper selection of a slurry separation system and dredge pipe. © 2018, Editorial Office of "Modern Tunnelling Technology". All right reserved.