Soft computing techniques in voltage security analysis /

This book focuses on soft computing techniques for enhancing voltage security in electrical power networks. Artificial neural networks (ANNs) have been chosen as a soft computing tool, since such networks are eminently suitable for the study of voltage security. The different architectures of the AN...

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Hlavní autoři: Chakraborty, Kabir (Autor), Chakrabarti, Abhijit (Autor)
Korporativní autor: SpringerLink (Online service)
Médium: E-kniha
Jazyk:English
Vydáno: New Delhi Springer India Imprint: Springer, 2015.
Edice:Energy Systems in Electrical Engineering,
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Obsah:
  • Voltage Security - An Introduction
  • Load Flow Studies
  • Voltage Stability and Security Analysis
  • Voltage Security Analysis by Classical Methods
  • Soft Computing Techniques - An Overview
  • Multi-Layer Perceptron (MLP) with Error Back-Propagation Learning in Voltage Security Analysis
  • Classification of Voltage Security States Using Unsupervised ANNs
  • Classification of Voltage Security States Using Supervised ANNs.