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A multi-scale time-series dataset with benchmark for machine learning in decarbonized energy grids
- Source :
- Scientific Data, Vol 9, Iss 1, Pp 1-18 (2022)
- Publication Year :
- 2022
- Publisher :
- Nature Portfolio, 2022.
-
Abstract
- Measurement(s) temperature • wind speed • solar zeinth angle • dew point • irradiance • voltage • current Technology Type(s) weather station • power grid model-based simulation Factor Type(s) load power • renewable generation power • disturbance location, type, and duration
- Subjects :
- Science
Subjects
Details
- Language :
- English
- ISSN :
- 20524463
- Volume :
- 9
- Issue :
- 1
- Database :
- Directory of Open Access Journals
- Journal :
- Scientific Data
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.f6d88833689d4d10b2fc7f5470e4a866
- Document Type :
- article
- Full Text :
- https://doi.org/10.1038/s41597-022-01455-7