Two-Stage Clustering Approach for the Household Electricity Load Profiles by Fuzzy Logic and Neural Network Techniques

In this paper, household electricity load profile (LP) clustering problem is addressed. LP clustering analysis has been utilized as predicted end-user LPs for demand or supply management strategies to maintain the stability of the power systems. The consumption dynamics of the LPs are formed by the...

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Hlavní autoři:	Yavuz Eren, Uğur Buğra Etlik
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Düzce University 2022-04-01
Edice:	Düzce Üniversitesi Bilim ve Teknoloji Dergisi
Témata:	clustering sugeno fuzzy logic self-organizing map neural network household load profiles kümeleme sugeno bulanık mantık öz-düzenleyici haritalı yapay sinir ağları evsel yük profilleri
On-line přístup:	https://dergipark.org.tr/tr/download/article-file/2027416
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