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<p>Smart power grids -- Design<br />Smart power grids -- Computer networks<br />Intelligent control systems<br />Neural networks (Computer science)<br />Swarm intelligence</p>
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Advanced Neural Networks And Their Applications In Smart Grids, Bipul Luitel
Advanced Neural Networks And Their Applications In Smart Grids, Bipul Luitel
Doctoral Dissertations
"Today, neural networks (NN) are used in several system identification and nonlinear control system applications. However, their implementation on large systems has been limited either because of their degraded performance or the amount of time and computation required for implementing them being impractical for real applications. The primary emphasis of this research is on the development of advanced NN - simultaneous recurrent neural networks (SRN) and cellular neural networks (CNN); and methods for learning the complexity of large systems.
US electricity infrastructure is one of the largest and the most critical infrastructure consisting of thousands of generators connected by transmission …