Using weather data in energy time series forecasting: the benefit of input data transformations
Using weather data in energy time series forecasting: the benefit of input data transformations
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Publisher
Cham: Springer International Publishing
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Language
English
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Cham: Springer International Publishing
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Renewable energy systems depend on the weather, and weather information, thus, plays a crucial role in forecasting time series within such renewable energy systems. However, while weather data are commonly used to improve forecast accuracy, it still has to be determined in which input shape this weather data benefits the forecasting models the most...
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Full title
Using weather data in energy time series forecasting: the benefit of input data transformations
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TN_cdi_doaj_primary_oai_doaj_org_article_7fe36b276171407f92a995d9ef748f9e
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_7fe36b276171407f92a995d9ef748f9e
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ISSN
2520-8942
E-ISSN
2520-8942
DOI
10.1186/s42162-023-00299-8
