77 citations · 149 across the 4 of their papers we have counts for
4 papers
A New High-Dimensional Time Series Approach for Wind Speed, Wind Direction and Air Pressure Forecasting
Daniel Ambach, Wolfgang Schmid
Many wind speed forecasting approaches have been proposed in literature. In this paper a new statistical approach for jointly predicting wind speed, wind direction and air pressure…
Forecasting wind power - Modeling periodic and non-linear effects under conditional heteroscedasticity
Florian Ziel, Carsten Croonenbroeck, Daniel Ambach
In this article we present an approach that enables joint wind speed and wind power forecasts for a wind park. We combine a multivariate seasonal time varying threshold autoregress…
Short-Term Wind Speed Forecasting in Germany
Daniel Ambach
The importance of renewable power production is a set goal in terms of the energy turnaround. Developing short-term wind speed forecasting improvements might increase the profitabi…
Using the lasso method for space-time short-term wind speed predictions
Daniel Ambach, Carsten Croonenbroeck
Accurate wind power forecasts depend on reliable wind speed forecasts. Numerical Weather Predictions (NWPs) utilize huge amounts of computing time, but still have rather low spatia…