期刊
ENERGIES
卷 8, 期 8, 页码 7563-7581出版社
MDPI
DOI: 10.3390/en8087563
关键词
artificial bee colony; solar cell; parameters identification; single diode model; double diode model
资金
- National Natural Science Foundation of China [51309116]
- Foundation of Fujian Education Committee for Distinguished Young Scholars [JA14169]
- Scientific Research Foundation of Jimei University [ZQ2013001, ZC2013012]
- Open Project of Artificial Intelligence Key Laboratory of Sichuan Province [2014RYJ03]
The identification of values of solar cell parameters is of great interest for evaluating solar cell performances. The algorithm of an artificial bee colony was used to extract model parameters of solar cells from current-voltage characteristics. Firstly, the best-so-for mechanism was introduced to the original artificial bee colony. Then, a method was proposed to identify parameters for a single diode model and double diode model using this improved artificial bee colony. Experimental results clearly demonstrate the effectiveness of the proposed method and its superior performance compared to other competing methods.
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