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Economic dispatch solution using hopfield neural network
Published in
2004
Volume: 85
   
Issue: 2
Pages: 77 - 82
Abstract
Application of Hopfield Neural Networks to Economic Dispatch is presented. Mapping the energy function of the Hopfield Neural Network to the objective function of the economic dispatch provides the basic relations for the parameters of the Hopfield Neural Network, which are tuned for the optimization problem. Adaptive computation of the parameters for the variation in the load demand is proposed and tested for several situations. The working of the Hopfield Network is illustrated for a three-generator system. Simulation results are presented for different loading conditions.
About the journal
JournalJournal of the Institution of Engineers (India): Electrical Engineering Division
ISSN00203386
Open AccessNo
Concepts (12)
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    Economic dispatch
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    Energy function
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    HOPFIELD NEURAL NETWORKS
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    THREE-GENERATOR SYSTEM
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    Computation theory
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    Computer simulation
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    Electric generators
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    Electric loads
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    Mapping
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    Optimization
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    Parameter estimation
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    Neural networks