Kniha Electrical Engineering (Voltage Problem) Using LS-SVM and LVQ Khaled Abduesslam. M. Abedou

Electrical Engineering (Voltage Problem) Using LS-SVM and LVQ

Jazyk: Angličtina
Väzba: Brožovaná
Dostupnosť: Skladom u dodávateľa
Odosielame za 5-8 dní
31.13
The Classification of Voltage Problem Using Support Vector Machine (SVM) of electrical power system...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2017
Stránok
56
EAN
9783330083127
ISBN
3330083123
Enbook ID
16395265
Hmotnosť
100
Rozmery
150 x 220 x 3

Kompletný popis

The Classification of Voltage Problem Using Support Vector Machine (SVM) of electrical power system using Least Squares Support Vector Machine (LS-SVM) algorithm and implemented on IEEE-39 bus New-England system. The data was collected from the time domain simulation by using input to the LS-SVM classification, and LS-SVM PTSI estimation on Least Squares Support Vector Machine, which is used as a predictor to determine the dynamic voltage collapse indices by increasing of the power in load buses. The Kernel function type and Kernel parameter are considered. In order to verify the effectiveness of the proposed LS-SVM classification and estimation method, its performance is compared with the Learning Vector Quantization (LVQ).

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