Soft Computing Techniques in Voltage Security Analysis

• Main Authors: Chakraborty, Kabir (Author), Chakrabarti, Abhijit (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New Delhi : Springer India : Imprint: Springer, 2015.
• Series: Energy Systems in Electrical Engineering,
• Subjects: Engineering.; Energy systems.; Computational intelligence.; Power electronics.; Power Electronics, Electrical Machines and Networks.; Computational Intelligence.; Energy Systems.

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...

Table of Contents:

• 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.