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2004 | OriginalPaper | Chapter
Recent Developments on Applications of Neural Networks to Power Systems Operation and Control: An Overview
Authors : Chuangxin Guo, Quanyuan Jiang, Xiu Cao, Yijia Cao
Published in: Advances in Neural Networks - ISNN 2004
Publisher: Springer Berlin Heidelberg
Included in: Professional Book Archive
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Artificial neural networks (ANNs) have found many potential applications in power systems operation and control recently. This paper presents a categorization of the main significant applications of neural networks, which includes power system controller design, power system security assessment and load forecasting. It is desired that they are helpful to the construction of more efficient, robust ANNs to solve a broader range of problems in power systems.