Measured and forecasted weather and power dataset for management of an island and grid-connected microgrid

This article presents the weather and power data files from renewable sources used to solve the economic dispatch problem of a microgrid that operates in the isolated and grid-connected modes. Methodology is used in the research article “Management of an island and grid-connected microgrid using hyb...

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Autores principales:	Danilo P. e Silva, José L. Félix Salles, Jussara F. Fardin, Maxsuel M. Rocha Pereira, Vinícius C. Ottz, Flavio B.B. da Silva, Eduardo G. Pignaton
Formato:	article
Lenguaje:	EN
Publicado:	Elsevier 2021
Materias:	Measured weather data Forecasting weather data WRF Renewable energy sources Microgrid management Computer applications to medicine. Medical informatics R858-859.7 Science (General) Q1-390
Acceso en línea:	https://doaj.org/article/3becc114c33543f19e0f421f43007bbd
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spelling	oai:doaj.org-article:3becc114c33543f19e0f421f43007bbd2021-11-04T04:32:30ZMeasured and forecasted weather and power dataset for management of an island and grid-connected microgrid2352-340910.1016/j.dib.2021.107513https://doaj.org/article/3becc114c33543f19e0f421f43007bbd2021-12-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S2352340921007915https://doaj.org/toc/2352-3409This article presents the weather and power data files from renewable sources used to solve the economic dispatch problem of a microgrid that operates in the isolated and grid-connected modes. Methodology is used in the research article “Management of an island and grid-connected microgrid using hybrid economic model predictive control with weather data” (Silva et al., 2020). Automatic stations located in the Brazil's south and northeast furnished the weather data (global horizontal irradiance, temperature, and wind speed). A script generates files containing weather forecasts from one-day ahead using the geographical coordinates of the weather stations. Hybrid models, characterized by real and binary variables, use the weather forecasting data to calculate the photovoltaic and wind power forecasts. A microgrid management algorithm uses these forecasts to solve the optimal economic dispatch problem. This data-in-brief paper presents five datasets for each weather station: (i) Weather dataset downloaded from the website of the National Meteorological Institute, (ii) Weather research and forecasting (WRF) dataset derived from the raw data generated by the weather research and forecasting model, (iii) Weather dataset that joins the forecasted data with the measured data in a single file, (iv) Handled dataset that treats some gaps in the weather dataset and converts it to other formats, (v) Files containing only the temperature, global horizontal irradiance, and wind speed data, (vi) Files containing the measured and forecasted wind and solar power.Danilo P. e SilvaJosé L. Félix SallesJussara F. FardinMaxsuel M. Rocha PereiraVinícius C. OttzFlavio B.B. da SilvaEduardo G. PignatonElsevierarticleMeasured weather dataForecasting weather dataWRFRenewable energy sourcesMicrogrid managementComputer applications to medicine. Medical informaticsR858-859.7Science (General)Q1-390ENData in Brief, Vol 39, Iss , Pp 107513- (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Measured weather data Forecasting weather data WRF Renewable energy sources Microgrid management Computer applications to medicine. Medical informatics R858-859.7 Science (General) Q1-390
spellingShingle	Measured weather data Forecasting weather data WRF Renewable energy sources Microgrid management Computer applications to medicine. Medical informatics R858-859.7 Science (General) Q1-390 Danilo P. e Silva José L. Félix Salles Jussara F. Fardin Maxsuel M. Rocha Pereira Vinícius C. Ottz Flavio B.B. da Silva Eduardo G. Pignaton Measured and forecasted weather and power dataset for management of an island and grid-connected microgrid
description	This article presents the weather and power data files from renewable sources used to solve the economic dispatch problem of a microgrid that operates in the isolated and grid-connected modes. Methodology is used in the research article “Management of an island and grid-connected microgrid using hybrid economic model predictive control with weather data” (Silva et al., 2020). Automatic stations located in the Brazil's south and northeast furnished the weather data (global horizontal irradiance, temperature, and wind speed). A script generates files containing weather forecasts from one-day ahead using the geographical coordinates of the weather stations. Hybrid models, characterized by real and binary variables, use the weather forecasting data to calculate the photovoltaic and wind power forecasts. A microgrid management algorithm uses these forecasts to solve the optimal economic dispatch problem. This data-in-brief paper presents five datasets for each weather station: (i) Weather dataset downloaded from the website of the National Meteorological Institute, (ii) Weather research and forecasting (WRF) dataset derived from the raw data generated by the weather research and forecasting model, (iii) Weather dataset that joins the forecasted data with the measured data in a single file, (iv) Handled dataset that treats some gaps in the weather dataset and converts it to other formats, (v) Files containing only the temperature, global horizontal irradiance, and wind speed data, (vi) Files containing the measured and forecasted wind and solar power.
format	article
author	Danilo P. e Silva José L. Félix Salles Jussara F. Fardin Maxsuel M. Rocha Pereira Vinícius C. Ottz Flavio B.B. da Silva Eduardo G. Pignaton
author_facet	Danilo P. e Silva José L. Félix Salles Jussara F. Fardin Maxsuel M. Rocha Pereira Vinícius C. Ottz Flavio B.B. da Silva Eduardo G. Pignaton
author_sort	Danilo P. e Silva
title	Measured and forecasted weather and power dataset for management of an island and grid-connected microgrid
title_short	Measured and forecasted weather and power dataset for management of an island and grid-connected microgrid
title_full	Measured and forecasted weather and power dataset for management of an island and grid-connected microgrid
title_fullStr	Measured and forecasted weather and power dataset for management of an island and grid-connected microgrid
title_full_unstemmed	Measured and forecasted weather and power dataset for management of an island and grid-connected microgrid
title_sort	measured and forecasted weather and power dataset for management of an island and grid-connected microgrid
publisher	Elsevier
publishDate	2021
url	https://doaj.org/article/3becc114c33543f19e0f421f43007bbd
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Measured and forecasted weather and power dataset for management of an island and grid-connected microgrid

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