Journal of Advanced Marine Engineering and Technology

The Korean Society of Marine Engineering (한국마린엔지니어링학회)
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Parameter Estimation of Solar Cells and MPP Prediction Using a NN-Emulator

태양전지의 파라미터 추정 및 NN 에뮬레이터를 이용한 MPP 예측

  • 권봉재 (한국해양대학교 대학원 제어계측공학과) ;
  • 김종하 (한국해양대학교 IT 공학부) ;
  • 진강규 (한국해양대학교 IT공학부)
  • Published : 2004.09.01
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Abstract

In this paper, a scheme for estimating the parameters of solar cells and a NN-based emulator for predicting the maximum power point are presented. The diode model with series and shunt resistors is used to estimate parameters highly affecting its V-I characteristic curve and both a real-coded genetic algorithm and the model adjustment technique are employed. For implementing the emulator, a multi-layered neural network incorporating with the BP algorithm is used. A set of simulation works using both field data and generated data are carried out to demonstrate the effectiveness of the proposed method.

Keywords

References

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