Encore Abstract: Online learning of windmill time series using Long Short-term Cognitive Networks
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This work introduces Long Short-term Cognitive Networks (LSTCNs), a novel gated neural network designed for efficient online learning in windmill farm forecasting. Case study results show that LSTCNs achieve lower forecasting errors and faster training compared to traditional recurrent models.