Estimation of Uncertainty of Wind Energy Predictions
Zastrau, David
Produktnummer:
18073421f230db4114bb4d9f6f349372ac
| Autor: | Zastrau, David |
|---|---|
| Themengebiete: | Heuristical Planning Numerical Weather Predictions Offshore Logistics Prediction Intervals Quantile Regression Wind Drives |
| Veröffentlichungsdatum: | 07.03.2017 |
| EAN: | 9783631718858 |
| Sprache: | Englisch |
| Produktart: | Gebunden |
| Verlag: | Peter Lang GmbH, Internationaler Verlag der Wissenschaften |
| Untertitel: | With Application to Weather Routing and Wind Power Generation |
Produktinformationen "Estimation of Uncertainty of Wind Energy Predictions"
Currently, a new generation of fuel-efficient ships, which use wind force in addition to conventional propulsion technology, is being developed. This study describes a mathematical method for a probabilistic estimate of the wind propulsion force on a ship route. The method is based on quantile regression, which makes it suitable for various ship routes with variable weather conditions. Furthermore, the author takes different macro weather situations into account for the calculation of the statistical distributions. He validates the results for a multi-purpose carrier, a ship route in the North Atlantic Ocean and archived weather forecasts. It showed that the wind force can be estimated more accurately if the macro weather situation is taken into account properly.
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