A Grouping Method of Distribution Substations Using Cluster Analysis

Toshiya Ohtaka, Shinichi Iwamoto

    Research output: Contribution to journalArticle

    Abstract

    Recently, it has been considered to group distribution substations together for evaluating the reinforcement planning of distribution systems. However, the grouping is carried out by the knowledge and experience of an expert who is in charge of distribution systems, and a subjective feeling of a human being causes ambiguous grouping at the moment. Therefore, a method for imitating the grouping by the expert has been desired in order to carry out a systematic grouping which has numerical corroboration. In this paper, we propose a grouping method of distribution substations using cluster analysis based on the interconnected power between the distribution substations. Moreover, we consider the geographical constraints such as rivers, roads, business office boundaries and branch boundaries, and also examine a method for adjusting the interconnected power. Simulations are carried out to verify the validity of the proposed method using an example system. From the simulation results, we can find that the imitation of the grouping by the expert becomes possible due to considering the geographical constraints and adjusting the interconnected power, and also the calculation time and iterations can be greatly reduced by introducing the local and tabu search methods.

    Original languageEnglish
    Pages (from-to)278-285
    Number of pages8
    JournalIEEJ Transactions on Power and Energy
    Volume125
    Issue number3
    DOIs
    Publication statusPublished - 2005

      Fingerprint

    Keywords

    • cluster analysis
    • distribution system
    • grouping method
    • power system

    ASJC Scopus subject areas

    • Energy Engineering and Power Technology
    • Electrical and Electronic Engineering

    Cite this