Comparison of Parameterisation Models for the Estimation of the Maximum Power Output of PV Modules
In this paper five heuristic models for the estimation of the maximum power output of photovoltaic (PV) modules with different numbers of parameters (one/two/three/four) using irradiance and PV module temperature as inputs are presented. To validate the performance of the presented models, logged da...
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Published in | Energy procedia Vol. 25; pp. 101 - 107 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Elsevier Ltd
2012
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Subjects | |
Online Access | Get full text |
ISSN | 1876-6102 1876-6102 |
DOI | 10.1016/j.egypro.2012.07.014 |
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Abstract | In this paper five heuristic models for the estimation of the maximum power output of photovoltaic (PV) modules with different numbers of parameters (one/two/three/four) using irradiance and PV module temperature as inputs are presented. To validate the performance of the presented models, logged data of mono-crystalline and HIT modules from high-precision outdoor module performance testing in Singapore are used. Results show that the one- and twoparameter models have disadvantages at low irradiances. Two different types of three-parameter models show as good results as the four-parameter model and hence seem to be a good compromise between model complexity and accuracy. |
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AbstractList | In this paper five heuristic models for the estimation of the maximum power output of photovoltaic (PV) modules with different numbers of parameters (one/two/three/four) using irradiance and PV module temperature as inputs are presented. To validate the performance of the presented models, logged data of mono-crystalline and HIT modules from high-precision outdoor module performance testing in Singapore are used. Results show that the one- and twoparameter models have disadvantages at low irradiances. Two different types of three-parameter models show as good results as the four-parameter model and hence seem to be a good compromise between model complexity and accuracy. |
Author | Reindl, Thomas Ding, Kun Ye, Zhen |
Author_xml | – sequence: 1 givenname: Kun surname: Ding fullname: Ding, Kun organization: Solar Energy Research Institute of Singapore, National University of Singapore, 7 Engineering Drice 1, Block E3A, Singapore 117574, Singapore – sequence: 2 givenname: Zhen surname: Ye fullname: Ye, Zhen email: zhen.ye@nus.edu.sg organization: Solar Energy Research Institute of Singapore, National University of Singapore, 7 Engineering Drice 1, Block E3A, Singapore 117574, Singapore – sequence: 3 givenname: Thomas surname: Reindl fullname: Reindl, Thomas organization: Solar Energy Research Institute of Singapore, National University of Singapore, 7 Engineering Drice 1, Block E3A, Singapore 117574, Singapore |
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CitedBy_id | crossref_primary_10_3390_en11051143 crossref_primary_10_1002_er_8584 crossref_primary_10_1016_j_renene_2024_119943 crossref_primary_10_1016_j_rser_2016_01_087 crossref_primary_10_1016_j_solener_2014_12_029 crossref_primary_10_1016_j_matpr_2019_07_704 crossref_primary_10_1016_j_apenergy_2025_125310 crossref_primary_10_3103_S0003701X23602028 crossref_primary_10_1016_j_solener_2017_04_047 crossref_primary_10_48084_etasr_612 |
Cites_doi | 10.1109/PVSC.2008.4922586 10.1016/j.solener.2005.06.010 10.1016/j.renene.2008.06.010 10.2499/9780896297890 10.1016/j.solmat.2008.11.055 10.1002/pip.551 |
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Keywords | Photovoltaic module parameterisation model maximum power |
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References_xml | – reference: De Soto W, Klein SA, Beckman WA. Improvement and validation of a model for photovoltaic array performance. – reference: Tsuno Y, Hishikawa Y, Kurokawa K. Modeling of the I–V curves of the PV modules using linear interpolation/extrapolation. – reference: 1998, p. 1947-52. – reference: 2009; – reference: : 1070-3. – reference: 2008, p. 1-6. – reference: , – reference: Solar Energy Research Institute of Singapore (SERIS) Annual report 2010. April 2011. – reference: :78-88. – reference: Almonacid F, Rus C, Hontoria L, Fuentes M, Nofuentes G. Characterisation of Si-crystalline PV modules by artificial neural networks. – reference: : 593-607. – reference: Marion B, Rummel S, Anderberg A. Current–voltage curve translation by bilinear interpolation. – reference: 2004; – reference: : 941-9. – reference: 2006; – reference: King DK, Kratochvil JA, Boyson WE, Bower W. Field experience with a new performance characterization procedure for photovoltaic arrays. – reference: Marion B. Comparison of predictive models for photovoltaic module performance. – ident: 10.1016/j.egypro.2012.07.014_bib0025 doi: 10.1109/PVSC.2008.4922586 – ident: 10.1016/j.egypro.2012.07.014_bib0005 doi: 10.1016/j.solener.2005.06.010 – ident: 10.1016/j.egypro.2012.07.014_bib0020 doi: 10.1016/j.renene.2008.06.010 – ident: 10.1016/j.egypro.2012.07.014_bib0035 doi: 10.2499/9780896297890 – ident: 10.1016/j.egypro.2012.07.014_bib0010 doi: 10.1016/j.solmat.2008.11.055 – ident: 10.1016/j.egypro.2012.07.014_bib0015 doi: 10.1002/pip.551 – ident: 10.1016/j.egypro.2012.07.014_bib0030 |
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Title | Comparison of Parameterisation Models for the Estimation of the Maximum Power Output of PV Modules |
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