Adding a pinball-MAPE plus normalized MSE loss and a destandardization component to N-BEATS improves monthly electricity load forecasting, with reported MAPE of 3.44% versus 3.78% for N-BEATS.
Monthly electricity demand forecasting based on a weighted evolving fuzzy neural network approach
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Enhanced N-BEATS for Mid-Term Electricity Demand Forecasting
Adding a pinball-MAPE plus normalized MSE loss and a destandardization component to N-BEATS improves monthly electricity load forecasting, with reported MAPE of 3.44% versus 3.78% for N-BEATS.