Cluster analysis on the example of work data of the National Power System. Part 1. Comparative study of methods and conditions

DSpace/Manakin Repository

Show full item record

Title Cluster analysis on the example of work data of the National Power System. Part 1. Comparative study of methods and conditions
Autor: Tchórzewski, Jerzy; Kania, Tomasz
URI: http://hdl.handle.net/11331/3489
Date: 2019
Źródło: Studia Informatica : systemy i technologie informacyjne. Nr 23 (2019), s. 25-41
Abstract: The paper presents the results of the research on the comparative study of the methods of cluster analysis and conditions, which was carried out from the point of view of their use, on the example of data concerning the operation of the National Power System. Two algorithms were used for the clustering analysis, i.e. the Ward algorithm and the algorithm of self-organizing two-dimensional maps. Cluster analysis was preceded by a review of hierarchical and non-hierarchical methods of data analysis and a description of the prepared experiment. The obtained results were interpreted. The work consists of two parts published under the same main title with different subtitles. This part 1 presents the results of the conducted review of selected methods of cluster analysis and the research conditions resulting from the adopted data on the operation of the National Power System. Part 2 presents the cluster analysis process and selected research results and their discussion.

Files in this item

The following license files are associated with this item:

This item appears in the following Collection(s)

Uznanie autorstwa-Na tych samych warunkach 3.0 Polska Except where otherwise noted, this item's license is described as Uznanie autorstwa-Na tych samych warunkach 3.0 Polska

Search DSpace


Advanced Search

Browse

My Account

Statistics