Prévision de charge dans un réseau électrique à l'aide du réseau de neurones de Kohonen (Load forecasting on an electrical system with the aid of the Kohonen neural network)

Macabrey, N.Baumann, T.Germond, A. J.2007-04-042007-04-042007-04-04199210.5169/seals-902799https://infoscience.epfl.ch/handle/20.500.14299/4373The authors present a new method of forecasting the short-term maximum load on an electrical network based on the Kohonen neural network, using data on the Western Swiss power network for 1984 and 1985. After a brief retrospective overview of the work carried out in this field, the new method is explained in detail. The results obtained with the method proposed are compared with those yielded by a simple classic methodload forecastingneural netspower system analysis computingpower systemsSwitzerlandload forecastingKohonen neural networkshort-termPrévision de charge dans un réseau électrique à l'aide du réseau de neurones de Kohonen (Load forecasting on an electrical system with the aid of the Kohonen neural network)text::journal::journal article::research article