Industrial IoT Technologies and Applications. International Conference, Industrial IoT 2016, GuangZhou, China, March 25-26, 2016, Revised Selected Papers

Research Article

Research of Mobile Inspection Substation Platform Data Analysis Method and System

  • @INPROCEEDINGS{10.1007/978-3-319-44350-8_6,
        author={Peng Li and Ruibin Gao and Lu Qu and Wenjing Wu and Zhiqiang Hu and Guang Guo},
        title={Research of Mobile Inspection Substation Platform Data Analysis Method and System},
        proceedings={Industrial IoT Technologies and Applications. International Conference, Industrial IoT 2016, GuangZhou, China, March 25-26, 2016, Revised Selected Papers},
        proceedings_a={INDUSTRIALIOT},
        year={2016},
        month={9},
        keywords={Mobile inspection substation platform Data analysis Data mining Association rules Improved Apriori algorithm},
        doi={10.1007/978-3-319-44350-8_6}
    }
    
  • Peng Li
    Ruibin Gao
    Lu Qu
    Wenjing Wu
    Zhiqiang Hu
    Guang Guo
    Year: 2016
    Research of Mobile Inspection Substation Platform Data Analysis Method and System
    INDUSTRIALIOT
    Springer
    DOI: 10.1007/978-3-319-44350-8_6
Peng Li1,*, Ruibin Gao1, Lu Qu1, Wenjing Wu1, Zhiqiang Hu1, Guang Guo1
  • 1: State Grid Jinzhong Power Supply Company
*Contact email: 5259355@qq.com

Abstract

With the extensive construction of mobile inspection substation platform, various kinds of substation information is going to be digitized into databases. The scale of data is increasing day by day, which is large enough to provide a data base for data mining technology. Association rules has been applied successfully in various fields which makes it as one of the most active branches in the field of data mining research, development and application. Association rules used in smart substation data analysis to find some rules that people cannot find easily and it can find laws of equipment aging and failures also. This will benefit substation management, as well as equipment maintenance. In this article, we present a data analysis system based on mobile inspection substation platform. And the improved Apriori algorithm is used in substation data analysis to dig out some of the basic laws which provide effective information for substation management.