Download Soft Computing Techniques in Voltage Security Analysis by Kabir Chakraborty, Abhijit Chakrabarti PDF
By Kabir Chakraborty, Abhijit Chakrabarti
This ebook specializes in delicate computing recommendations for boosting voltage defense in electricity networks. synthetic neural networks (ANNs) were selected as a delicate computing device, considering that such networks are eminently compatible for the learn of voltage safety. the various architectures of the ANNs utilized in this publication are chosen at the foundation of clever standards instead of by means of a “brute strength” approach to trial and blunder. the elemental goal of this e-book is to give a complete treatise on strength process defense and the simulation of energy process safeguard. The middle suggestions are substantiated by way of compatible illustrations and computing device tools. The ebook describes analytical facets of operation and features of energy platforms from the point of view of voltage protection. The textual content is self-contained and thorough. it's meant for senior undergraduate scholars and postgraduate scholars in electric engineering. training engineers, electric keep watch over middle (ECC) operators and researchers also will locate the booklet useful.
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Extra resources for Soft Computing Techniques in Voltage Security Analysis
Example text
45) represent a set of nonlinear simultaneous equations in polar form for each bus in the power system network. Load flow study of a power network involves solution of these equations for voltage magnitudes |V| and voltage phase angles δ. For a n-bus network, the voltage magnitude and voltage phase angle of the slack or swing bus is specified and fixed, thus, 2(N−1) number of nonlinear equations are to be solved for that system [3]. 46) is valid for all type of buses excluding the slack bus. 47) is valid for all nonvoltage-controlled buses.
40) j=1 The bus power at bus-i is given by N Pi − jQi = Vi∗ Ii = Vi∗ Yij Vj . 45) represent a set of nonlinear simultaneous equations in polar form for each bus in the power system network. Load flow study of a power network involves solution of these equations for voltage magnitudes |V| and voltage phase angles δ. For a n-bus network, the voltage magnitude and voltage phase angle of the slack or swing bus is specified and fixed, thus, 2(N−1) number of nonlinear equations are to be solved for that system [3].
U. u. 5, respectively. 4 Line data of 14-bus 20-line test system Line no. 5 Bus data of 14-bus 20-line test system Bus no. 6 Fast Decoupled Method of Power Flow In a power system under steady-state operation, there is solid association between active power and bus voltage angle and additionally between reactive power and bus voltage, whereas couplings between active power and bus voltage and between reactive power and bus voltage angle are generally frail. This frail coupling impact may be ignored without presenting much error in the power flow solution.