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Relevance Of Era5 Reanalysis For Wind Energy Applications: Comparison With Sodar Observationsстатья
Статья опубликована в журнале из списка RSCI Web of Science
Информация о цитировании статьи получена из
Scopus
Статья опубликована в журнале из списка Web of Science и/или Scopus
Дата последнего поиска статьи во внешних источниках: 15 мая 2024 г.
- Авторы: Shestakova Anna A., Fedotova Ekaterina V., Lyulyukin Vasily S.
- Журнал: Geography, Environment, Sustainability
- Том: 17
- Номер: 1
- Год издания: 2024
- Издательство: Издательство Русского географического общества
- Местоположение издательства: Москва
- Первая страница: 54
- Последняя страница: 66
- DOI: 10.24057/2071-9388-2023-2782
- Аннотация: ERA5 reanalysis is one of the most trusted climate data sources for wind energy modeling. However, any reanalysis should be verified through comparison with observational data to detect biases before further use. For wind verification at heights close to typical wind turbine hub heights (i.e. about 100 m), it is preferable to use either in-situ measurements from meteorological towers or remote sensing data like acoustic and laser vertical profilers, which remain independent of reanalysis. In this study, we validated the wind speed data from ERA5 at a height of 100 m using data from four sodars (acoustic profilers) located in different climatic and natural vegetation zones across European Russia. The assessments revealed a systematic error at most stations; in general, ERA5 tends to overestimate wind speed over forests and underestimate it over grasslands and deserts. As anticipated, the largest errors were observed at a station on the mountain coast, where the relative wind speed error reached 45%. We performed the bias correction which reduced absolute errors and eliminated the error dependence on the daily course, which was crucial for wind energy modeling. Without bias correction, the error in the wind power capacity factor ranged from 30 to 50%. Hence, it is strongly recommended to apply correction of ERA5 for energy calculations, at least in the areas under consideration.
- Добавил в систему: Шестакова Анна Андреевна