韩智,周法国

• 1:中国矿业大学(北京)机电与信息工程学院

摘要(Abstract)：

为了解决高铁机车设备运行数据的独立采集与分析造成大量数据冗余以及数据结构不一致、多源异构数据不能融合等问题。探索高铁动车行业知识图谱的自动化构建过程以及本体和知识图谱之间映射匹配机制,采用本体建模语言OWL,对高速铁路列车设备检测系统的上位机进行本体建模。实践证明高铁动车设备检测系统中本体框架的智能化维护是保证系统能正常运行的关键,利用本体技术和知识图谱解决数据异构和数据冗余的问题以及对车辆检测设备平台进行智能化本体维护。

关键词(KeyWords)： 高铁动车;本体;多源异构数据;知识图谱;设备检测系统;智能化维护

Abstract:

Keywords:

基金项目(Foundation):

作者(Author): 韩智,周法国

DOI: 10.16652/j.issn.1004-373x.2018.06.003

参考文献(References)：

• [1]韩春华.基于GIS的铁路选线系统智能环境建模方法研究[D].成都:西南交通大学,2008.HAN Chunhua.Research on intelligent environment modeling method of railway route selection system based on GIS[D].Chengdu:Southwest Jiaotong University,2008.
• [2]YANG Lianbao,LI Ping.Ontology-based decision tree model for intelligent maintenance of high-speed railway onboard equipment[J].Railway transport and economy,2017,39(2):55-59.
• [3]徐田华,杨连报,胡红利,等.高速铁路信号系统异构数据融合和智能维护决策[J].西安交通大学学报,2015,49(1):72-78.XU Tianhua,YANG Lianbao,HU Hongli,et al.Heterogeneous data fusion and intelligent maintenance decision for high speed railway signaling systems[J].Journal of Xi’an Jiaotong University,2015,49(1):72-78.
• [4]丘威,张立臣.本体语言研究综述[J].情报杂志,2006(7):61-64.QIU Wei,ZHANG Lichen.Research on ontology language[J].Journal of information,2006(7):61-64.
• [5]王宇华,印桂生.基于本体的需求模型到UML模型转换方法[J].哈尔滨工程大学学报,2012,33(6):735-740.WANG Yuhua,YIN Guisheng.Automatically generating a UML model from a requirement model based on ontology[J].Journal of Harbin Engineering University,2012,33(6):735-740.
• [6]张德政,谢永红,李曼,等.基于本体的中医知识图谱构建[J].情报工程,2017,3(1):35-42.ZHANG Dezheng,XIE Yonghong,LI Man,et al.Construction of knowledge graph of traditional Chinese medicine based on the ontology[J].Technology intelligence engineering,2017,3(1):35-42.
• [7]刘峤,李杨,段宏,等.知识图谱构建技术综述[J].计算机研究与发展,2016,53(3):582-600.LIU Qiao,LI Yang,DUAN Hong,et al.Knowledge graph construction techniques[J].Journal of computer research and development,2016,53(3):582-600.
• [8]吴运兵,阴爱英,林开标,等.基于多数据源的知识图谱构建方法研究[J].福州大学学报(自然科学版),2017,45(3):329-335.WU Yunbing,YIN Aiying,LIN Kaibiao,et al.Knowledge graph construction method based on multiple data sources[J].Journal of Fuzhou University(Natural science edition),2017,45(3):329-335.
• [9]胡芳槐.基于多种数据源的中文知识图谱构建方法研究[D].上海:华东理工大学,2015.HU Fanghuai.Research on construction method of Chinese knowledge atlas based on multiple data sources[D].Shanghai:East China University of Science and Technology,2015.
• [10]陈圣青.基于本体的知识发现系统框架研究[D].南京:南京航空航天大学,2009.CHEN Shengqing.Research on ontology based knowledge discovery system framework[D].Nanjing:Nanjing University of Aeronautics&Astronautics,2009.
• [11]韩春华,易思蓉,吕希奎.基于GIS的铁路选线智能环境及领域本体建模方法[J].中国铁道科学,2006,27(6):84-88.HAN Chunhua,YI Sirong,LüXikui.GIS based railway location intelligent environment and domain ontology modeling method[J].China railway science,2006,27(6):84-88.