Medium-Range Probabilistic Forecasts of Wind Power Generation and Ramps in Japan Based on a Hybrid Ensemble

Medium-Range Probabilistic Forecasts of Wind Power Generation and Ramps in Japan Based on a Hybrid Ensemble

This study shows the application of self-organizing maps (SOMs) to probabilistic forecasts of wind power generation and ramps in Japan. SOMs are applied to atmospheric variables obtained from the Japanese 55-year atmospheric Reanalysis JRA-55 over the region, thus deriving classified weather pattern...

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Bibliographic Details
Main Authors: Masamichi Ohba, Shinji Kadokura, Daisuke Nohara
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Atmosphere
Subjects:
self-organizing maps
weather patterns
synoptic circulation
multi-model ensemble
wind power
Online Access:https://www.mdpi.com/2073-4433/9/11/423

Internet

https://www.mdpi.com/2073-4433/9/11/423

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