Hopfield neural network approaches to economic dispatch problems

Basit Öğe Kaydı
dc.authorid0000-0002-8291-1419
dc.contributor.authorYalcinoz, T
dc.contributor.authorCory, BJ
dc.contributor.authorShort, MJ
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2001
dc.departmentNiğde ÖHÜ
dc.description.abstractThis paper aims to identify and investigate a new Hopfield neural network structure suitable for application to economic dispatch problems such as unconstrained economic dispatch, economic dispatch with transmission capacity constraints and multi-area economic dispatch. A new mapping technique is described for quadratic programming problems with equality and inequality constraints. Side constraints are handled by a modified activation function. The proposed method is tested on different sizes of systems having between 3 and 240 generating units. The results of the proposed method are compared with those of a classical method and the improved Hopfield NN approach (IEE Proc Gen Transm Distrib 144(2) (1997) 181). (C) 2001 Elsevier Science Ltd. All rights reserved.
dc.identifier.doi10.1016/S0142-0615(00)00084-3
dc.identifier.endpage442
dc.identifier.issn0142-0615
dc.identifier.issue6
dc.identifier.scopus2-s2.0-0035427857
dc.identifier.scopusqualityQ1
dc.identifier.startpage435
dc.identifier.urihttps://dx.doi.org/10.1016/S0142-0615(00)00084-3
dc.identifier.urihttps://hdl.handle.net/11480/5747
dc.identifier.volume23
dc.identifier.wosWOS:000169928200003
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthor[0-Belirlenecek]
dc.language.isoen
dc.publisherELSEVIER SCI LTD
dc.relation.ispartofINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectHopfield neural network
dc.subjecteconomic dispatch
dc.subjectenergy function
dc.titleHopfield neural network approaches to economic dispatch problems
dc.typeArticle

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu