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

Name: Electrical Engineering (Voltage Problem) Using LS-SVM and LVQ
Brand: LAP Lambert Academic Publishing
SKU: 9783330083127
Price: 865 CZK
Availability: InStock

Autor: Khaled Abduesslam. M. Abedou, Muhammad Nizam. M. T, . . Inayati

Jazyk:

Vazba: Brožovaná

Vydavatel: LAP Lambert Academic Publishing

Dostupnost: U nakladatele na objednávku

Odesíláme za 17-27 dnů

865 Kč

The Classification of Voltage Problem Using Support Vector Machine (SVM) of electrical power system...

Informace o knize

Autor

Khaled Abduesslam. M. Abedou, Muhammad Nizam. M. T, . . Inayati

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2017

Stránek

EAN

9783330083127

ISBN

3330083123

Enbook ID

16395265

Vydavatel

LAP Lambert Academic Publishing

Hmotnost

100

Rozměry

150 x 220 x 3

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

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