S. Axyonov, Maria P. Silich, Vyacheslav I. Skrybin, Vadim S. Akhmedov
{"title":"Municipalities' energy efficiency estimation approach based on fuzzy models","authors":"S. Axyonov, Maria P. Silich, Vyacheslav I. Skrybin, Vadim S. Akhmedov","doi":"10.1109/IFOST.2012.6357634","DOIUrl":null,"url":null,"abstract":"The article presents an approach that compares different municipalities by their energy efficiency level. We propose a clustering of the municipalities by neuro-fuzzy methods to estimate how social, economic and climatic features affect the energy use. The energy use indicators analysis allows to create a set of membership functions in each cluster to get fuzzy measures of energy efficiency.","PeriodicalId":319762,"journal":{"name":"2012 7th International Forum on Strategic Technology (IFOST)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 7th International Forum on Strategic Technology (IFOST)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IFOST.2012.6357634","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
The article presents an approach that compares different municipalities by their energy efficiency level. We propose a clustering of the municipalities by neuro-fuzzy methods to estimate how social, economic and climatic features affect the energy use. The energy use indicators analysis allows to create a set of membership functions in each cluster to get fuzzy measures of energy efficiency.
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