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Renewable energy sources have a variable nature and are greatly depending on weather conditions. The load is also uncertain. Hence, it is necessary to use power reserve equipment to compensate unforeseen imbalances between production and load. However, this power reserve must be ideally minimized in order to reduce the system cost with a satisfying security level. The quantification of power reserve...
This paper addresses the quantification of power reserve through uncertainty analysis of a microgrid operating with wind generation. The considered uncertainty came from the wind and load forecasting. The assessment has been done one day ahead and for the next 24 hours. Several Artificial Neural Networks (ANNs) have been designed in order to assess the wind and load uncertainty of prediction. Then,...
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