Hopfield neural network approaches to economic dispatch problems
Küçük Resim Yok
Tarih
2001
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
ELSEVIER SCI LTD
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
This 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.
Açıklama
Anahtar Kelimeler
Hopfield neural network, economic dispatch, energy function
Kaynak
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
WoS Q Değeri
Q4
Scopus Q Değeri
Q1
Cilt
23
Sayı
6
