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  • 标题:Modeling nearly Zero Energy Building using new equations and separating concepts on Fuzzy Cognitive Maps
  • 本地全文:下载
  • 作者:Eleni S. Vergini ; Peter P. Groumpos
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2018
  • 卷号:51
  • 期号:30
  • 页码:709-714
  • DOI:10.1016/j.ifacol.2018.11.210
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractIn recent years, Fuzzy Cognitive maps (FCM), although they are a relatively new theory, have been used in a variety of applications and have been improved using learning algorithms and experts’ experience. In this paper a different approach in the basic FCM equation will be presented. First of all concepts will be separated in inputs, states and outputs, and a new concept calculation equation will be proposed. In addition, Anti Windup method is replacing sigmoid function. All the above will be applied on a FCM modeling a nearly Zero Energy Building (nZEB). The method of FCMs, challenging and promising at the same time, still has place for improvement and evolution.
  • 关键词:KeywordsFuzzy Cognitive MapsZero Energy BuildingDecision MakingAnti Windup
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