Characterization and optimization of the contact formation for high-performance silicon solar cells

被引:0
|
作者
Lee, SungJoon [1 ]
Pandey, A. [2 ]
Kim, DongSeop [2 ]
Rohatgi, A. [2 ]
May, Gary S. [2 ]
Hong, SangJeen [1 ]
Han, SeungSoo [1 ]
机构
[1] Myongji Univ, Dept Informat Engn, Myongji Engn Res Inst MITERI, Yongin 449728, Kyunggi, South Korea
[2] Georgia Inst Technol, Sch Elect Engn, Atlanta, GA 30332 USA
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, p-n junction formation using screen-printed metallization and co-firing is used to fabricate high-efficiency solar cells on single-crystalline (SC) silicon substrates. In order to form high-quality contacts, co-firing of a screen-printed Ag grid on the front and Al on the back surface field is implemented. These contacts require low contact resistance, high conductivity, and good adhesion to achieve high efficiency. Before co-firing, a statistically designed experiment is conducted. After the experiment, a neural network (NN) trained by the error back-propagation algorithm is employed to model the crucial relationships between several input factors and solar cell efficiency. ne trained NN model is also used to optimize the beltline furnace process through genetic algorithms.
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页码:246 / +
页数:2
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