Study Of A Hybrid Photovoltaic-Wind Smart Microgrid Using Data Science Approach

Josimar Edinson Chire Saire,José Armando Gastelo Roque,Franco Canziani

2021 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America)（2021）

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摘要

In this paper, a smart microgrid implemented in Paracas, Ica, Peru, composed of 6 kWp PV + 6 kW Wind and that provides electricity to a rural community of 40 families, was studied using a data science approach. Real data of solar irradiance, wind speed, energy demand, and voltage of the battery bank from 2 periods of operation were studied to find patterns, seasonality, and existing correlations b...

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关键词

Correlation,Wind speed,Microgrids,Voltage,Data science,Tools,Smart grids

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