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西南交通大学电气工程学院,四川省成都市 611756
廖凯(1988—),男,通信作者,博士,副教授,主要研究方向:交通能源融合、大数据分析与挖掘。E-mail:liaokai_lk@hotmail.com
张润涛(1998—),男,硕士研究生,主要研究方向:交通能源互联网。E-mail:zrt@my.swjtu.edu.com
杨子安(1998—),男,硕士研究生,主要研究方向:交通能源互联网。E-mail:yzadqgc@163.com
收稿日期:2022-01-29,
修回日期:2022-04-01,
网络出版日期:2022-05-17,
纸质出版日期:2022-06-25
移动端阅览
廖凯,张润涛,杨子安等.交通能源融合大数据平台架构与应用[J].电力系统自动化,2022,46(12):20-35.
LIAO Kai,ZHANG Runtao,YANG Zian,et al.Architecture and Application of Traffic-Energy Integrated Big Data Platform[J].Automation of Electric Power Systems,2022,46(12):20-35.
廖凯,张润涛,杨子安等.交通能源融合大数据平台架构与应用[J].电力系统自动化,2022,46(12):20-35. DOI: 10.7500/AEPS20220129006.
LIAO Kai,ZHANG Runtao,YANG Zian,et al.Architecture and Application of Traffic-Energy Integrated Big Data Platform[J].Automation of Electric Power Systems,2022,46(12):20-35. DOI: 10.7500/AEPS20220129006.
交通系统的深度电气化和新型电力系统的快速发展加强了交通系统和能源系统的耦合,交通网与能源网呈现深度融合的趋势。两网的数据融合是实现两网高效交互及协同运行的关键技术。基于交通能源互联网的理念,提出交通能源融合大数据平台架构。对交通能源融合大数据平台在数据融合、分析、应用、安全方面所面临的挑战与难点进行分析,总结归纳大数据平台建设所需的关键技术。结合交通能源互联网在实际工程项目中的初步探索,给出交通能源融合大数据平台的典型应用方向。最后,对交通能源融合大数据平台的应用前景进行展望。
The deep electrification of the traffic system and the rapid development of novel power systems strengthen the coupling between the traffic system and the energy system
and the traffic network and the energy network show the trend of deep integration. The data integration between the two networks is the key technology to realize the efficient interaction and cooperative operation of the two networks. Based on the concept of traffic-energy Internet
the architecture of a traffic-energy integrated big data platform is proposed. The challenges and difficulties are analyzed facing the traffic-energy integrated big data platform in data fusion
analysis
application and security
and the key technologies required for the construction of the big data platform are summarized. Combined with the preliminary exploration of traffic-energy Internet in practical engineering projects
the typical application direction of the traffic-energy integrated big data platform is given. Finally
the application prospect of the traffic-energy integrated big data platform is prospected.
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