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Dynamic model of photovoltaic module temperature as a function of atmospheric conditions
- Source :
- Advances in Science and Research, Adv. Sci. Res., 17, 165–173, 2020, Advances in Science and Research, Vol 17, Pp 165-173 (2020)
- Publication Year :
- 2020
-
Abstract
- The temperature of photovoltaic modules is modelled as a dynamic function of ambient temperature, shortwave and longwave irradiance and wind speed, in order to allow for a more accurate characterisation of their efficiency. A simple dynamic thermal model is developed by extending an existing parametric steady-state model using an exponential smoothing kernel to include the effect of the heat capacity of the system. The four parameters of the model are fitted to measured data from three photovoltaic systems in the Allgäu region in Germany using non-linear optimisation. The dynamic model reduces the root-mean-square error between measured and modelled module temperature to 1.58 K on average, compared to 3.03 K for the steady-state model, whereas the maximum instantaneous error is reduced from 20.02 to 6.58 K.
- Subjects :
- Atmospheric Science
010504 meteorology & atmospheric sciences
0211 other engineering and technologies
Irradiance
02 engineering and technology
lcsh:QC851-999
01 natural sciences
Wind speed
ddc:551
021108 energy
lcsh:Science
0105 earth and related environmental sciences
Parametric statistics
Ecological Modeling
Exponential smoothing
Photovoltaic system
Longwave
Mechanics
Pollution
lcsh:QC1-999
Geophysics
Kernel (statistics)
Environmental science
lcsh:Q
lcsh:Meteorology. Climatology
Shortwave
lcsh:Physics
Subjects
Details
- Language :
- English
- ISSN :
- 19920636
- Database :
- OpenAIRE
- Journal :
- Advances in Science and Research, Adv. Sci. Res., 17, 165–173, 2020, Advances in Science and Research, Vol 17, Pp 165-173 (2020)
- Accession number :
- edsair.doi.dedup.....e8929d314acb907d36d030e746a445a8