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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New Delhi :
Springer India : Imprint: Springer,
2015.
|
| Edición: | 1st ed. 2015. |
| Colección: | Energy Systems in Electrical Engineering,
|
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-81-322-2307-8 | ||
| 003 | DE-He213 | ||
| 005 | 20220118222617.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 150304s2015 ii | s |||| 0|eng d | ||
| 020 | |a 9788132223078 |9 978-81-322-2307-8 | ||
| 024 | 7 | |a 10.1007/978-81-322-2307-8 |2 doi | |
| 050 | 4 | |a TK1001-1841 | |
| 072 | 7 | |a THR |2 bicssc | |
| 072 | 7 | |a TEC046000 |2 bisacsh | |
| 072 | 7 | |a THR |2 thema | |
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| 100 | 1 | |a Chakraborty, Kabir. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Soft Computing Techniques in Voltage Security Analysis |h [electronic resource] / |c by Kabir Chakraborty, Abhijit Chakrabarti. |
| 250 | |a 1st ed. 2015. | ||
| 264 | 1 | |a New Delhi : |b Springer India : |b Imprint: Springer, |c 2015. | |
| 300 | |a XVII, 221 p. 81 illus., 63 illus. in color. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Energy Systems in Electrical Engineering, |x 2199-8590 | |
| 505 | 0 | |a 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. | |
| 520 | |a 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 ANNs used in this book are selected on the basis of intelligent criteria rather than by a "brute force" 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 from 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. | ||
| 650 | 0 | |a Electric power production. | |
| 650 | 0 | |a Computational intelligence. | |
| 650 | 1 | 4 | |a Electrical Power Engineering. |
| 650 | 2 | 4 | |a Computational Intelligence. |
| 650 | 2 | 4 | |a Mechanical Power Engineering. |
| 700 | 1 | |a Chakrabarti, Abhijit. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9788132223085 |
| 776 | 0 | 8 | |i Printed edition: |z 9788132223061 |
| 776 | 0 | 8 | |i Printed edition: |z 9788132235514 |
| 830 | 0 | |a Energy Systems in Electrical Engineering, |x 2199-8590 | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-81-322-2307-8 |z Texto Completo |
| 912 | |a ZDB-2-ENG | ||
| 912 | |a ZDB-2-SXE | ||
| 950 | |a Engineering (SpringerNature-11647) | ||
| 950 | |a Engineering (R0) (SpringerNature-43712) | ||