Electrical, thermal and optical modeling of photovoltaic systems: Step-by-step guide and comparative review study

被引:48
作者
Gholami, Aslan [1 ]
Ameri, Mohammad [1 ]
Zandi, Majid [1 ]
Ghoachani, Roghayeh Gavagsaz [1 ]
机构
[1] Shahid Beheshti Univ, Fac Mech & Energy Engn, Tajrish, Iran
关键词
Photovoltaic system; Extraction methods; Parameter modification; Heat transfer mechanism; Radiation tracking; SOLAR-CELL PARAMETERS; EQUIVALENT-CIRCUIT PARAMETERS; CONVECTIVE HEAT-TRANSFER; PV MODULE TEMPERATURE; LAMBERT W-FUNCTION; AMORPHOUS-SILICON; DUST ACCUMULATION; DIODE MODEL; 5-PARAMETER MODEL; ENERGY SYSTEM;
D O I
10.1016/j.seta.2021.101711
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The presented study conducted a substantial literature review regarding the electrical, thermal, and optical modeling of photovoltaic systems. All the main models suggested in the literature to predict a photovoltaic system's behavior were reviewed. The study performed a step-by-step investigation, comparison, and classification, followed by an in-depth and critical analysis of the state of the art. The diode-based equivalent electrical circuit models were selected for further investigations for electrical modeling. The models' unknown parameters, the corresponding extraction methods, and parameter modification methods were introduced and compared based on accuracy, computing costs, and applicability. It was found that neglecting the variation in environmental conditions could easily lead to considerable errors up to 17%. However, proper modifications such as considering dust impacts in a model may improve the prediction results up to 35%. The present analysis pointed out that for electrical modeling, parameters extraction continues to be a long-lasting topic. However, for optical and thermal modeling, the favorable research topic is the precise identification of heat transfer coefficient and heat transfer mechanisms. The reviewed documents were assessed critically to identify the research gaps and some directions for future research are proposed to cope with the remaining shortages.
引用
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页数:18
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