Low-cost data logging device to measure irradiance based on a Peltier cell and artificial neural networks

E. Palo-Tejada; V. Campos-Falcon; M. Merma; E. Huanca

doi:10.1088/1742-6596/1433/1/012008

Low-cost data logging device to measure irradiance based on a Peltier cell and artificial neural networks

E. Palo-Tejada, V. Campos-Falcon, M. Merma, E. Huanca

Departamento Académico de Física

Resultado de la investigación: Contribución a una revista › Artículo de la conferencia › revisión exhaustiva

Resumen

The measurement of solar irradiance is one of the most important variables for ensuring working conditions at maximum power (MPPT) in a photovoltaic system (PV). In this work, a pyranometer is constructed to measure solar irradiance using a Peltier cell as a thermoelectric generator (TEG), an absolute temperature sensor and a feedforward neural network. The instrument is a low-cost data logger that runs on 3 AAA batteries, has an autonomy of up to 1 year and can record up to 65 000 irradiation data points at programmable time intervals.

Idioma original	Inglés
Número de artículo	012008
Publicación	Journal of Physics: Conference Series
Volumen	1433
N.º	1
DOI	https://doi.org/10.1088/1742-6596/1433/1/012008
Estado	Publicada - 13 ene. 2020
Evento	Peruvian Workshop on Solar Energy 2019, JOPES 2019 - Lima, Perú Duración: 8 may. 2019 → 10 may. 2019

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© Published under licence by IOP Publishing Ltd.

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abstract = "The measurement of solar irradiance is one of the most important variables for ensuring working conditions at maximum power (MPPT) in a photovoltaic system (PV). In this work, a pyranometer is constructed to measure solar irradiance using a Peltier cell as a thermoelectric generator (TEG), an absolute temperature sensor and a feedforward neural network. The instrument is a low-cost data logger that runs on 3 AAA batteries, has an autonomy of up to 1 year and can record up to 65 000 irradiation data points at programmable time intervals.",

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AU - Campos-Falcon, V.

AU - Merma, M.

AU - Huanca, E.

PY - 2020/1/13

Y1 - 2020/1/13

N2 - The measurement of solar irradiance is one of the most important variables for ensuring working conditions at maximum power (MPPT) in a photovoltaic system (PV). In this work, a pyranometer is constructed to measure solar irradiance using a Peltier cell as a thermoelectric generator (TEG), an absolute temperature sensor and a feedforward neural network. The instrument is a low-cost data logger that runs on 3 AAA batteries, has an autonomy of up to 1 year and can record up to 65 000 irradiation data points at programmable time intervals.

AB - The measurement of solar irradiance is one of the most important variables for ensuring working conditions at maximum power (MPPT) in a photovoltaic system (PV). In this work, a pyranometer is constructed to measure solar irradiance using a Peltier cell as a thermoelectric generator (TEG), an absolute temperature sensor and a feedforward neural network. The instrument is a low-cost data logger that runs on 3 AAA batteries, has an autonomy of up to 1 year and can record up to 65 000 irradiation data points at programmable time intervals.

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JO - Journal of Physics: Conference Series

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Low-cost data logging device to measure irradiance based on a Peltier cell and artificial neural networks

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