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Author Chakraborty, Kabir, author.

Title Soft computing techniques in voltage security analysis / Kabir Chakraborty, Abhijit Chakrabarti.

Published New Delhi : Springer, [2015]


Location Call No. Status
Physical description 1 online resource : illustrations.
Series Energy systems in electrical engineering
Energy systems in electrical engineering.
Springer English/International eBooks 2015 - Full Set
Bibliography Includes bibliographical references.
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.
Summary This book focuses on soft computing techniques for enhancing voltage security in electrical power networks.℗ℓArtificial neural networks℗ℓ(ANNs) have℗ℓbeen chosen as a soft computing tool, since such networks are eminently suitable for the study of voltage security. The different architectures℗ℓof the ANNs used in this book are selected on the basis of intelligent criteria rather than by a ℓ́ℓbrute forceℓ́ℓ method of trial and error. The fundamental aim of this book is to present a comprehensive treatise on power system security and the simulation of power system security. The core concepts are substantiated by suitable illustrations and computer methods. The book describes analytical aspects of operation and characteristics of power systems℗ℓfrom the viewpoint of voltage security. The text is self-contained and thorough. It is intended for senior undergraduate students and postgraduate students in electrical engineering. Practicing engineers, Electrical Control Center (ECC) operators and researchers will also find the book useful.
Other author Chakrabarti, Abhijit, author.
SpringerLink issuing body.
Subject Electric power system stability -- Data processing.
Electromotive force -- Data processing.
Soft computing -- Industrial applications.
Electronic books.
ISBN 9788132223078
8132223063 (print)
9788132223061 (print)
Standard Number 10.1007/978-81-322-2307-8