1 code implementation • 19 Jul 2020 • Tárik S. Salem, Helge Langseth, Heri Ramampiaro
The ensembled prediction intervals are aggregated as a split normal mixture accounting for possible multimodality and asymmetricity of the posterior predictive distribution, and resulting in prediction intervals that capture aleatoric and epistemic uncertainty.
no code implementations • 1 Feb 2019 • Tárik S. Salem, Karan Kathuria, Heri Ramampiaro, Helge Langseth
Keeping the electricity production in balance with the actual demand is becoming a difficult and expensive task in spite of an involvement of experienced human operators.