ANN-based GA for generating the sizing curve of stand-alone photovoltaic systems

@article{Mellit2010ANNbasedGF,
  title={ANN-based GA for generating the sizing curve of stand-alone photovoltaic systems},
  author={Adel Mellit},
  journal={Advances in Engineering Software},
  year={2010},
  volume={41},
  pages={687-693}
}
Recent advances in artificial intelligence techniques have allowed the application of such technologies in real engineering problems. In this paper, an artificial neural network-based genetic algorithm (ANN-GA) model was developed for generating the sizing curve of stand-alone photovoltaic (SAPV) systems. Due to the high computing time needed for generating the sizing curves and complex architecture of the neural networks, the genetic algorithm is used in order to find the optimal architecture… CONTINUE READING
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