DocumentCode
2333531
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
fYear
2010
fDate
1-3 Dec. 2010
Firstpage
1
Lastpage
2
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Enabling Science and Nanotechnology (ESciNano), 2010 International Conference on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4244-8853-7
Type
conf
DOI
10.1109/ESCINANO.2010.5701041
Filename
5701041
Link To Document