Irradiance Acquisition in Real Time With Long Term Data Logger and Postprocessing Using Data Mining Methods

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AudienciaPúblico en generales_ES
CoberturaMéxicoes_ES
Fecha de ingreso2026-09-15T00:29:58Z
Fecha de publicación2022-01-01
ResumenNowadays, there has been an increase in the usage of renewable energies, due to the environmental situation in our planet. Among the existing renewable energies, the photovoltaic energy is an attractive alternative. However, it has an intermittent production due to the environmental factors involved in its process. Particularly partial shading can make photovoltaic arrays consume energy instead of producing it. Also, it is useful to register the environmental factors, in order to implement control measurements. For this reason, in order to measure and register real-time temperature and irradiance precisely, a low-cost Data Acquisition System (DAS) is proposed. The implemented DAS has a wireless communication system, which allows the user to have a database through an interface. Subsequently the available power is calculated through a simplified math model, and used along with the irradiance and temperature as attributes. Finally, the data is classified through Data Mining techniques, such as k-means and ID3, and later used to predict whether the bypass diode remains connected or not.es_ES
Doihttps://doi.org/10.1109/tla.2022.9885163es_ES
URIhttps://riuat.uat.edu.mx/handle/123456789/1927
Idiomaeses_ES
EditorialInstitute of Electrical and Electronics Engineers (IEEE)es_ES
RelaciónIEEE Latin America Transactionses_ES
URL relacionadohttps://doi.org/10.1109/tla.2022.9885163es_ES
DerechosAcceso restringido / Suscripción (Metadatos de producción científica)es_ES
Licenciahttp://purl.org/coar/access_right/c_16eces_ES
FuenteIEEE Latin America Transactions
TítuloIrradiance Acquisition in Real Time With Long Term Data Logger and Postprocessing Using Data Mining Methodses_ES
TipoArtículoes_ES
ArbitradoHa sido Arbitradoes_ES
AutorZapién-Castillo, Aracely
AutorZumaya-García, José Angel
AutorGarcía-Vite, Pedro Martín
AutorAguilera-Vázqez, Luciano
AutorHernández-Angel, Francisca
AutorZapién-Castillo, Aracelyes_ES
AutorZumaya-García, José Angeles_ES
AutorGarcía-Vite, Pedro Martínes_ES
AutorAguilera-Vázqez, Lucianoes_ES
AutorHernández-Angel, Franciscaes_ES
InstituciónUniversidad Autónoma de Tamaulipas
InstituciónUniversidad Autónoma de Tamaulipases_ES
Número10es_ES
Rango de páginas2254-2262es_ES
URL relacionadahttps://doi.org/10.1109/tla.2022.9885163
Tipo de artículoIndexado
Tipo de artículoIndexadoes_ES
Volumen20es_ES

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