Probabilistic load forecasting using post-processed weather ensemble predictions
Probabilistic forecasting of electricity demand (load) facilitates the efficient management and operations of energy systems. Weather is a key determinant of load. However, modelling load using weather is challenging because the relationship cannot be assumed to be linear. Although numerous studies...
Main Authors: | Ludwig, N, Arora, S, Taylor, JW |
---|---|
Format: | Journal article |
Sprog: | English |
Udgivet: |
Taylor and Francis
2022
|
Lignende værker
-
Neural Network Load Forecasting with Weather Ensemble Predictions
af: Taylor, J, et al.
Udgivet: (2002) -
Using Weather Ensemble Predictions in Electricity Demand Forecasting
af: Taylor, J, et al.
Udgivet: (2003) -
Quantile Regression Post-Processing of Weather Forecast for Short-Term Solar Power Probabilistic Forecasting
af: Luca Massidda, et al.
Udgivet: (2018-07-01) -
Flood forecasting using medium-range probabilistic weather prediction
af: B. T. Gouweleeuw, et al.
Udgivet: (2005-01-01) -
Probabilistic forecasting of patient waiting times in an emergency department
af: Arora, S, et al.
Udgivet: (2023)