Security dispatch using the Hopfield neural network
Küçük Resim Yok
Tarih
1999
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
IEE-INST ELEC ENG
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
A restructuring of the improved Hopfield neural network (NN) approach, which has previously been proposed for solving economic dispatch, is proposed for solving real time economic dispatch problem with security constraints. A new mapping process is formulated and a computational method for obtaining the weights and biases is described using a slack variable technique for handling inequality constraints. Side constraints are handled by a modified activation function for which a symmetric ramp function is chosen for the input-output function and applied to each element of the variable set. The Hopfield NN approach is tested on the IEEE 30-bus system for different demands.
Açıklama
Anahtar Kelimeler
Kaynak
IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION
WoS Q Değeri
Q3
Scopus Q Değeri
N/A
Cilt
146
Sayı
5
