计荣荣, 张淦锋, 王梦芝, 金颖杰, 李海, 黄若钒. 基于数据驱动的智能变电站信息高效校验技术[J]. 中国电力. DOI: 10.11930/j.issn.1004-9649.202404028
引用本文: 计荣荣, 张淦锋, 王梦芝, 金颖杰, 李海, 黄若钒. 基于数据驱动的智能变电站信息高效校验技术[J]. 中国电力. DOI: 10.11930/j.issn.1004-9649.202404028
JI Rongrong, ZHANG Ganfeng, WANG Mengzhi, JIN Yingjie, LI Hai, HUANG Ruofan. Data-driven Efficient Verification Technique for Smart Substations Messages[J]. Electric Power. DOI: 10.11930/j.issn.1004-9649.202404028
Citation: JI Rongrong, ZHANG Ganfeng, WANG Mengzhi, JIN Yingjie, LI Hai, HUANG Ruofan. Data-driven Efficient Verification Technique for Smart Substations Messages[J]. Electric Power. DOI: 10.11930/j.issn.1004-9649.202404028

基于数据驱动的智能变电站信息高效校验技术

Data-driven Efficient Verification Technique for Smart Substations Messages

  • 摘要: 大数据技术是近些年来兴起的技术,其在电气工程建设中的应用能够更好地应对变电站多间隔配置下保护与测控装置网络复杂、遥信量大、地址非连续性等背景。为提高远动遥信对点效率,提出一种基于数据驱动的智能变电站站信息高效校验技术。首先,面向智能变电站,提出基于虚拟二次装置与调度终端接入实际远动网关机的高效信息对点系统架构;该系统视多装置遥信于整体,采用多点随机不重复抽取方法实现全覆盖对点校验,并提出一种基于数据驱动模型的不一致效验分析方法进行信息对点检验,进一步针对不一致信息反馈至整体采用改进抽取校核方法,实现远动遥信对点的闭环处理,以提高信息对点的准确性。工程算例验证了本成果的高效性与准确性。

     

    Abstract: Big data technology is a technology that has emerged in recent years, and its application in electrical engineering construction can better cope with the complexity of the protection and measurement and control device network under the multi-interval configuration of the substation, the large amount of telemetry, and the discontinuity of the address, which results in a large amount of repetitive workload and a long time-consuming remote telemetry point-to-point. In order to improve the efficiency of remote telematics point-to-point, this paper proposes a data-driven intelligent substations information efficient verification technology. First of all, for intelligent substations, an efficient information point-to-point system architecture is proposed based on virtual secondary devices and dispatching terminals accessing the actual telematics gateway machine; the system regards multi-device telematics as a whole, adopts multi-point random non-repeat extraction method to realize full-coverage point-to-point checking, and proposes a data-driven model-based inconsistency checking analysis method to carry out point-to-point checking of the information, and further feeds back to the whole for the inconsistency information. Improved extraction verification method is adopted to realize the closed-loop processing of remote telecommunication point-to-point to improve the accuracy of information point-to-point. Engineering examples verify the efficiency and accuracy of the results.

     

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