For energy communities with under six months of data, persistence forecasting beats deep learning, and KNN achieves nearly the same battery cost savings as the best neural network.
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Load Forecasting for Households and Energy Communities: Are Deep Learning Models Worth the Effort?
For energy communities with under six months of data, persistence forecasting beats deep learning, and KNN achieves nearly the same battery cost savings as the best neural network.