Dynamic model of photovoltaic module temperature as a function of atmospheric conditions

被引:10
作者
Barry, James [1 ]
Boettcher, Dirk [1 ]
Pfeilsticker, Klaus [1 ]
Herman-Czezuch, Anna [2 ]
Kimiaie, Nicola [2 ]
Meilinger, Stefanie [2 ]
Schirrmeister, Christopher [2 ]
Deneke, Hartwig [3 ]
Witthuhn, Jonas [3 ]
Goedde, Felix [4 ]
机构
[1] Heidelberg Univ, Inst Environm Phys, Heidelberg, Germany
[2] Hsch Bonn Rhein Sieg, Int Ctr Sustainable Dev, St Augustin, Germany
[3] Leibniz Inst Tropospher Res, Leipzig, Germany
[4] Ludwig Maximilians Univ Munchen, Meteorol Inst, Munich, Germany
关键词
SOLAR PV SYSTEMS; OPERATING TEMPERATURE; THERMAL-MODEL;
D O I
10.5194/asr-17-165-2020
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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 Allgau region in Germany using non-linear optimisation. The dynamic model reduces the root-mean-square error between measured and modelled module temperature to 1.58K on average, compared to 3.03K for the steady-state model, whereas the maximum instantaneous error is reduced from 20.02 to 6.58 K.
引用
收藏
页码:165 / 173
页数:9
相关论文
共 13 条
[1]  
Barry J., 2020, DYNAMIC MODEL PHOT S, DOI [10.5281/zenodo.3958820, DOI 10.5281/ZENODO.3958820]
[2]   Model for the thermal characteristics of flat-plate photovoltaic modules deployed at fixed tilt [J].
del Cueto, JA .
CONFERENCE RECORD OF THE TWENTY-EIGHTH IEEE PHOTOVOLTAIC SPECIALISTS CONFERENCE - 2000, 2000, :1441-1445
[3]   Assessing the outdoor operating temperature of photovoltaic modules [J].
Faiman, David .
PROGRESS IN PHOTOVOLTAICS, 2008, 16 (04) :307-315
[4]  
Fuentes M, 1987, TECH REP
[5]   Coupled electrical-thermal modelling of photovoltaic modules under dynamic conditions [J].
Gu, Wenbo ;
Ma, Tao ;
Shen, Lu ;
Li, Meng ;
Zhang, Yijie ;
Zhang, Wenjie .
ENERGY, 2019, 188
[6]   A thermal model for photovoltaic systems [J].
Jones, AD ;
Underwood, CP .
SOLAR ENERGY, 2001, 70 (04) :349-359
[7]  
King DL, 2004, Photovoltaic array performance model
[8]   Dynamic thermal model of solar PV systems under varying climatic conditions [J].
Lobera, Diego Torres ;
Valkealahti, Seppo .
SOLAR ENERGY, 2013, 93 :183-194
[9]   Modelling of a double-glass photovoltaic module using finite differences [J].
Notton, G ;
Cristofari, C ;
Mattei, M ;
Poggi, P .
APPLIED THERMAL ENGINEERING, 2005, 25 (17-18) :2854-2877
[10]  
Rodgers C.D., 2004, Inverse methods for atmospheric sounding: theory and practice, DOI DOI 10.1142/3171