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An On-Line Low-Cost Irradiance Monitoring Network with Sub-Second Sampling Adapted to Small-Scale PV Systems

Very short-term solar forecasts are gaining interest for their application on real-time control of photovoltaic systems. These forecasts are intimately related to the cloud motion that produce variations of the irradiance field on scales of seconds and meters, thus particularly impacting in small ph...

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Autores principales: Espinosa-Gavira, Manuel Jesús, Agüera-Pérez, Agustín, González de la Rosa, Juan José, Palomares-Salas, José Carlos, Sierra-Fernández, José María
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210702/
https://www.ncbi.nlm.nih.gov/pubmed/30314322
http://dx.doi.org/10.3390/s18103405
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author Espinosa-Gavira, Manuel Jesús
Agüera-Pérez, Agustín
González de la Rosa, Juan José
Palomares-Salas, José Carlos
Sierra-Fernández, José María
author_facet Espinosa-Gavira, Manuel Jesús
Agüera-Pérez, Agustín
González de la Rosa, Juan José
Palomares-Salas, José Carlos
Sierra-Fernández, José María
author_sort Espinosa-Gavira, Manuel Jesús
collection PubMed
description Very short-term solar forecasts are gaining interest for their application on real-time control of photovoltaic systems. These forecasts are intimately related to the cloud motion that produce variations of the irradiance field on scales of seconds and meters, thus particularly impacting in small photovoltaic systems. Very short-term forecast models must be supported by updated information of the local irradiance field, and solar sensor networks are positioning as the more direct way to obtain these data. The development of solar sensor networks adapted to small-scale systems as microgrids is subject to specific requirements: high updating frequency, high density of measurement points and low investment. This paper proposes a wireless sensor network able to provide snapshots of the irradiance field with an updating frequency of 2 Hz. The network comprised 16 motes regularly distributed over an area of 15 m × 15 m (4 motes × 4 motes, minimum intersensor distance of 5 m). The irradiance values were estimated from illuminance measurements acquired by lux-meters in the network motes. The estimated irradiances were validated with measurements of a secondary standard pyranometer obtaining a mean absolute error of 24.4 W/m [Formula: see text] and a standard deviation of 36.1 W/m [Formula: see text]. The network was able to capture the cloud motion and the main features of the irradiance field even with the reduced dimensions of the monitoring area. These results and the low-cost of the measurement devices indicate that this concept of solar sensor networks would be appropriate not only for photovoltaic plants in the range of MW, but also for smaller systems such as the ones installed in microgrids.
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spelling pubmed-62107022018-11-02 An On-Line Low-Cost Irradiance Monitoring Network with Sub-Second Sampling Adapted to Small-Scale PV Systems Espinosa-Gavira, Manuel Jesús Agüera-Pérez, Agustín González de la Rosa, Juan José Palomares-Salas, José Carlos Sierra-Fernández, José María Sensors (Basel) Article Very short-term solar forecasts are gaining interest for their application on real-time control of photovoltaic systems. These forecasts are intimately related to the cloud motion that produce variations of the irradiance field on scales of seconds and meters, thus particularly impacting in small photovoltaic systems. Very short-term forecast models must be supported by updated information of the local irradiance field, and solar sensor networks are positioning as the more direct way to obtain these data. The development of solar sensor networks adapted to small-scale systems as microgrids is subject to specific requirements: high updating frequency, high density of measurement points and low investment. This paper proposes a wireless sensor network able to provide snapshots of the irradiance field with an updating frequency of 2 Hz. The network comprised 16 motes regularly distributed over an area of 15 m × 15 m (4 motes × 4 motes, minimum intersensor distance of 5 m). The irradiance values were estimated from illuminance measurements acquired by lux-meters in the network motes. The estimated irradiances were validated with measurements of a secondary standard pyranometer obtaining a mean absolute error of 24.4 W/m [Formula: see text] and a standard deviation of 36.1 W/m [Formula: see text]. The network was able to capture the cloud motion and the main features of the irradiance field even with the reduced dimensions of the monitoring area. These results and the low-cost of the measurement devices indicate that this concept of solar sensor networks would be appropriate not only for photovoltaic plants in the range of MW, but also for smaller systems such as the ones installed in microgrids. MDPI 2018-10-11 /pmc/articles/PMC6210702/ /pubmed/30314322 http://dx.doi.org/10.3390/s18103405 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Espinosa-Gavira, Manuel Jesús
Agüera-Pérez, Agustín
González de la Rosa, Juan José
Palomares-Salas, José Carlos
Sierra-Fernández, José María
An On-Line Low-Cost Irradiance Monitoring Network with Sub-Second Sampling Adapted to Small-Scale PV Systems
title An On-Line Low-Cost Irradiance Monitoring Network with Sub-Second Sampling Adapted to Small-Scale PV Systems
title_full An On-Line Low-Cost Irradiance Monitoring Network with Sub-Second Sampling Adapted to Small-Scale PV Systems
title_fullStr An On-Line Low-Cost Irradiance Monitoring Network with Sub-Second Sampling Adapted to Small-Scale PV Systems
title_full_unstemmed An On-Line Low-Cost Irradiance Monitoring Network with Sub-Second Sampling Adapted to Small-Scale PV Systems
title_short An On-Line Low-Cost Irradiance Monitoring Network with Sub-Second Sampling Adapted to Small-Scale PV Systems
title_sort on-line low-cost irradiance monitoring network with sub-second sampling adapted to small-scale pv systems
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210702/
https://www.ncbi.nlm.nih.gov/pubmed/30314322
http://dx.doi.org/10.3390/s18103405
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