Title :
Neural network modeling of degradation of solar cells
Author :
Gupta, Himanshu ; Ghosh, Bablu ; Banerjee, Sanjay K.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Kanpur, Kanpur, India
Abstract :
In this paper, neural network has been used to model the degradation of solar cells. Back propagation algorithm has been used to train the neural network model with different parameters of a solar cell as input and conversion efficiency as output. This model has been developed for experimental data.Some of the data were used for training the network and then the trained network was tested for the rest of the data and computed results were compared with experimental data.
Keywords :
backpropagation; neural nets; solar cells; back propagation algorithm; conversion efficiency; neural network modeling; solar cell degradation;
Conference_Titel :
Enabling Science and Nanotechnology (ESciNano), 2010 International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-8853-7
DOI :
10.1109/ESCINANO.2010.5701041