APPLICATION OF CLUSTER ANALYSIS IN SMART GRID NETWORKS

نویسندگان

چکیده

The task of developing and improving intelligent multi-agent control systems, which provide opportunities for online analysis the electrical power supply system provided by smart grid system, is considered. purpose article formation clusters sections network, initial parameters are main indicators quality energy in accordance with accepted standards. Total harmonic distortion coefficient voltages, unsymmetry reactive loads chosen as such parameters. results hierarchical clustering network summarized corresponding dendogram. method full connection used to form a dendogram system. This defines distance between largest any objects different or most distant neighbors. measure closeness was determined Euclidean distance. obtained treeshaped diagram demonstrates distribution into four natural clusters, visually divides separate groups according certain characteristics, namely It shown that mathematical apparatus cluster allows solving problem classification when electric deviate from normally permissible values. proved can be carried out not only one parameter, but also using combination several conducted an opportunity further production rules selection measures improve energy, applied another section system.)

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ژورنال

عنوان ژورنال: Vestnik Nacional?nogo tehni?eskogo universiteta "HPI"

سال: 2022

ISSN: ['2079-0775']

DOI: https://doi.org/10.20998/2079-0023.2022.02.05