Determination of Photovoltaic Characteristics in Real Field Conditions

This paper presents an improved procedure in the modeling of photovoltaic (PV) modules based on the single-diode model. This improvement allows more accurate energy yield predictions and performance analysis. Variation of parameters of the PV module model is taken into account, since the output characteristics depend on the surrounding conditions. The analytical expressions of the single-diode model along with experimental data are utilized to support the modeling approach. Moreover, the spectral effects, which influence the output of PV modules, are included in the model. Hence, the PV characteristics in real outdoor operating conditions could be precisely predicted. The effectiveness of the proposed procedure was tested against experimental measurements taken in a PV installation with different commercially available PV modules. The PV model was also validated using real data collected by the SCADA system of a 12-MW PV farm. A comparison with previous methods was made to show the advantages of the proposed model. This model can provide a powerful tool for analysis and appropriate selection of PV systems under changing environmental conditions.

[1]  Z. Salam,et al.  An Accurate and Fast Computational Algorithm for the Two-diode Model of PV Module Based on a Hybrid Method , 2017, IEEE Transactions on Industrial Electronics.

[2]  M. Hejri,et al.  On the Comprehensive Parametrization of the Photovoltaic (PV) Cells and Modules , 2017, IEEE Journal of Photovoltaics.

[3]  Giovanni Petrone,et al.  Translation of the Single-Diode PV Model Parameters Identified by Using Explicit Formulas , 2017, IEEE Journal of Photovoltaics.

[4]  Ehab F. El-Saadany,et al.  A Photovoltaic Model With Reduced Computational Time , 2015, IEEE Transactions on Industrial Electronics.

[5]  Alon Kuperman,et al.  Issues in Modeling Amorphous Silicon Photovoltaic Modules by Single-Diode Equivalent Circuit , 2014, IEEE Transactions on Industrial Electronics.

[6]  Rajiv K. Varma,et al.  Generalised model of a photovoltaic panel , 2014 .

[7]  Shamsodin Taheri,et al.  An approach to precise modeling of photovoltaic modules under changing environmental conditions , 2016, 2016 IEEE Electrical Power and Energy Conference (EPEC).

[8]  Ben Bourne,et al.  Efficiency VS. irradiance characterization of PV modules requires angle-of-incidence and spectral corrections , 2010, 2010 35th IEEE Photovoltaic Specialists Conference.

[9]  T. Fuyuki,et al.  Analysis of multicrystalline silicon solar cells by modified 3-diode equivalent circuit model taking leakage current through periphery into consideration , 2007 .

[10]  Efstratios I. Batzelis,et al.  Direct MPP Calculation in Terms of the Single-Diode PV Model Parameters , 2015, IEEE Transactions on Energy Conversion.

[11]  Hany M. Hasanien,et al.  Shuffled Frog Leaping Algorithm for Photovoltaic Model Identification , 2015, IEEE Transactions on Sustainable Energy.

[12]  Valerio Lo Brano,et al.  On the experimental validation of an improved five-parameter model for silicon photovoltaic modules , 2012 .

[13]  G. Petrone,et al.  Symbolic algebra for the calculation of the series and parallel resistances in PV module model , 2013, 2013 International Conference on Clean Electrical Power (ICCEP).

[14]  Efstratios I. Batzelis,et al.  An Explicit PV String Model Based on the Lambert $W$ Function and Simplified MPP Expressions for Operation Under Partial Shading , 2014, IEEE Transactions on Sustainable Energy.

[15]  Efstratios I. Batzelis,et al.  A Method for the Analytical Extraction of the Single-Diode PV Model Parameters , 2016, IEEE Transactions on Sustainable Energy.

[16]  I. Reda,et al.  Solar position algorithm for solar radiation applications , 2004 .

[17]  Qing Zhang,et al.  Fireworks Explosion Optimization algorithm for parameter identification of PV model , 2016, 2016 IEEE 8th International Power Electronics and Motion Control Conference (IPEMC-ECCE Asia).

[18]  Gilbert M. Masters,et al.  Renewable and Efficient Electric Power Systems , 2004 .

[19]  Moin Hanif,et al.  Comparative Analysis of Different Single-Diode PV Modeling Methods , 2015, IEEE Journal of Photovoltaics.

[20]  Marcelo Gradella Villalva,et al.  Comprehensive Approach to Modeling and Simulation of Photovoltaic Arrays , 2009, IEEE Transactions on Power Electronics.