VERY ACCURATE PARAMETER ESTIMATION OF SINGLE- AND DOUBLE-DIODE SOLAR CELL MODELS USING A MODIFIED ARTIFICIAL BEE COLONY ALGORITHM

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JAMADI MOHAMMAD; MERRIKH BAYAT FARSHAD; BIGDELI MEHDI

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Paper Information

Journal: INTERNATIONAL JOURNAL OF ENERGY AND ENVIRONMENTAL ENGINEERING Year:2016 | Volume:7 | Issue:1 Page(s): 13-25

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Information Journal Paper

Title

VERY ACCURATE PARAMETER ESTIMATION OF SINGLE- AND DOUBLE-DIODE SOLAR CELL MODELS USING A MODIFIED ARTIFICIAL BEE COLONY ALGORITHM

Author(s)

JAMADI MOHAMMAD | MERRIKH BAYAT FARSHAD | BIGDELI MEHDI | Issue Writer Certificate

Keywords

PARAMETER ESTIMATION

SOLAR CELL

SINGLE- AND DOUBLE-DIODE MODELS

MODIFIED ARTIFICIAL BEE COLONY (MABC) ALGORITHM

Abstract

This paper proposes an effective method for very accurate PARAMETER ESTIMATION of single- and doublediode SOLAR CELL models. For this purpose, unknown parameters of model are estimated by minimization of an objective function using a new highly effective modified version of artificial bee colony (ABC) algorithm. The proposed algorithm is used for PARAMETER ESTIMATION of SINGLE- AND DOUBLE-DIODE MODELS and the results are compared, from different aspects, with recently developed related works (including those applied GA, CPSO, PS, SA, IGHS, ABSO, ABC, GGHS, and IADE for this purpose).The proposed algorithm is also compared with other modified explanations of ABC algorithm. The results show that the proposed strategy is considerably faster and more accurate compared to all the previous studies.

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APA: Copy

JAMADI, MOHAMMAD, MERRIKH BAYAT, FARSHAD, & BIGDELI, MEHDI. (2016). VERY ACCURATE PARAMETER ESTIMATION OF SINGLE- AND DOUBLE-DIODE SOLAR CELL MODELS USING A MODIFIED ARTIFICIAL BEE COLONY ALGORITHM. INTERNATIONAL JOURNAL OF ENERGY AND ENVIRONMENTAL ENGINEERING, 7(1), 13-25. SID. https://sid.ir/paper/327155/en

Vancouver: Copy

JAMADI MOHAMMAD, MERRIKH BAYAT FARSHAD, BIGDELI MEHDI. VERY ACCURATE PARAMETER ESTIMATION OF SINGLE- AND DOUBLE-DIODE SOLAR CELL MODELS USING A MODIFIED ARTIFICIAL BEE COLONY ALGORITHM. INTERNATIONAL JOURNAL OF ENERGY AND ENVIRONMENTAL ENGINEERING[Internet]. 2016;7(1):13-25. Available from: https://sid.ir/paper/327155/en

IEEE: Copy

MOHAMMAD JAMADI, FARSHAD MERRIKH BAYAT, and MEHDI BIGDELI, “VERY ACCURATE PARAMETER ESTIMATION OF SINGLE- AND DOUBLE-DIODE SOLAR CELL MODELS USING A MODIFIED ARTIFICIAL BEE COLONY ALGORITHM,” INTERNATIONAL JOURNAL OF ENERGY AND ENVIRONMENTAL ENGINEERING, vol. 7, no. 1, pp. 13–25, 2016, [Online]. Available: https://sid.ir/paper/327155/en

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