000 03232nam a22005175i 4500
001 978-81-322-2307-8
003 DE-He213
005 20200421111654.0
007 cr nn 008mamaa
008 150304s2015 ii | s |||| 0|eng d
020 _a9788132223078
_9978-81-322-2307-8
024 7 _a10.1007/978-81-322-2307-8
_2doi
050 4 _aTK7881.15
072 7 _aTHRD
_2bicssc
072 7 _aTHRM
_2bicssc
072 7 _aTEC046000
_2bisacsh
082 0 4 _a621.317
_223
100 1 _aChakraborty, Kabir.
_eauthor.
245 1 0 _aSoft Computing Techniques in Voltage Security Analysis
_h[electronic resource] /
_cby Kabir Chakraborty, Abhijit Chakrabarti.
264 1 _aNew Delhi :
_bSpringer India :
_bImprint: Springer,
_c2015.
300 _aXVII, 221 p. 81 illus., 63 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aEnergy Systems in Electrical Engineering,
_x2199-8582
505 0 _aVoltage 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 _aThis 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 _aEngineering.
650 0 _aEnergy systems.
650 0 _aComputational intelligence.
650 0 _aPower electronics.
650 1 4 _aEngineering.
650 2 4 _aPower Electronics, Electrical Machines and Networks.
650 2 4 _aComputational Intelligence.
650 2 4 _aEnergy Systems.
700 1 _aChakrabarti, Abhijit.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9788132223061
830 0 _aEnergy Systems in Electrical Engineering,
_x2199-8582
856 4 0 _uhttp://dx.doi.org/10.1007/978-81-322-2307-8
912 _aZDB-2-ENG
942 _cEBK
999 _c54589
_d54589