A k-nearest neighbor space-time simulator with applications to large-scale wind and solar power modeling

We develop and present a k-nearest neighbor space-time simulator that accounts for the spatiotemporal dependence in high-dimensional hydroclimatic fields (e.g., wind and solar) and can simulate synthetic realizations of arbitrary length. We illustrate how this statistical simulation tool can be used...

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Detalles Bibliográficos
Autores principales: Amonkar, Yash, Farnham, David J., Lall, Upmanu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9058912/
https://www.ncbi.nlm.nih.gov/pubmed/35510191
http://dx.doi.org/10.1016/j.patter.2022.100454

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9058912/
https://www.ncbi.nlm.nih.gov/pubmed/35510191
http://dx.doi.org/10.1016/j.patter.2022.100454

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