Additive Ensemble Neural Network with Constrained Weighted Quantile Loss for Probabilistic Electric-Load Forecasting
This work proposes a quantile regression neural network based on a novel constrained weighted quantile loss (CWQLoss) and its application to probabilistic short and medium-term electric-load forecasting of special interest for smart grids operations. The method allows any point forecast neural netwo...
Glavni autori: | , , , , |
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Format: | Članak |
Jezik: | English |
Izdano: |
MDPI AG
2021-04-01
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Serija: | Sensors |
Teme: | |
Online pristup: | https://www.mdpi.com/1424-8220/21/9/2979 |