详细信息
A Simple Parameter Estimation Approach to Modeling of Photovoltaic Modules Based on Datasheet Values ( SCI-EXPANDED收录 EI收录)
文献类型:期刊文献
英文题名:A Simple Parameter Estimation Approach to Modeling of Photovoltaic Modules Based on Datasheet Values
作者:Feng, Xiangsai[1];Qing, Xiangyun[2];Chung, C. Y.[3];Qiao, Hongqiao[1];Wang, Xunchun[1];Zhao, Xinkan[1]
机构:[1]Shanghai Solar Energy Res Ctr, Shanghai 201100, Peoples R China;[2]East China Univ Sci & Technol, Sch Informat Sci & Engn, Shanghai 200237, Peoples R China;[3]Univ Saskatchewan, Dept Elect & Comp Engn, Saskatoon, SK S7N 5A9, Canada
年份:2016
卷号:138
期号:5
外文期刊名:JOURNAL OF SOLAR ENERGY ENGINEERING-TRANSACTIONS OF THE ASME
收录:;EI(收录号:20163602768864);WOS:【SCI-EXPANDED(收录号:WOS:000383914400010)】;
基金:This work has been supported by the Chinese Scholarship Council (CSC). The work was also supported in part by the Natural Sciences and Engineering Research Council (NSERC) of Canada and the Saskatchewan Power Corporation (SaskPower). The authors would like to thank Dr. Fangji Xie, Truewin Renewables Technology (Shanghai) Co., Ltd., for valuable support in providing the experimental data.
语种:英文
外文关键词:PV module; parameter estimation; equivalent circuit; modeling
摘要:This work presents a simple parameter estimation approach for a photovoltaic (PV) module using a single-diode five-parameter electrical model. The proposed approach only uses the information from manufacturer datasheet without requiring a specific experimental procedure or a curve extractor. The number of parameters to be determined is first reduced from five to two by gaining insight into electrical equations of the model at the standard test conditions (STCs). A nonlinear least square (NLS) objective function is then constructed and minimized by a complete scan for all possible values of the two parameters within some specific ranges based on their physical meaning. Consequently, the single-diode five-parameter electrical model at the STC is determined based on two optimal parameter values. Besides, a PV full characteristic model with consideration of both the irradiance and temperature dependencies is also constructed by using the data at the nominal operating cell temperature (NOCT) test conditions. The proposed approach is easy to implement and free of the convergence problem. The evaluations on several PV modules show that the proposed approach is capable of extracting accurate estimates of the model parameters.
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