Estimation of Uncertainty of Wind Energy Predictions: With Application to Weather Routing and Wind Power Generation

Author:   David Zastrau
Publisher:   Peter Lang AG
Edition:   New edition
Volume:   9
ISBN:  

9783631718858


Pages:   123
Publication Date:   07 March 2017
Format:   Hardback
Availability:   In Print   Availability explained
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Estimation of Uncertainty of Wind Energy Predictions: With Application to Weather Routing and Wind Power Generation


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Overview

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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Author:   David Zastrau
Publisher:   Peter Lang AG
Imprint:   Peter Lang AG
Edition:   New edition
Volume:   9
Weight:   0.280kg
ISBN:  

9783631718858


ISBN 10:   3631718853
Pages:   123
Publication Date:   07 March 2017
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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David Zastrau studied Computer Science at the University of Bremen where he received his PhD. He researches artificial intelligence, maritime logistics, as well as weather and wave forecast accuracy.

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