The preparation of organic light-emitting diode encapsulation barrier layer by low-temperature plasma-enhanced chemical vapor deposition: a study on the SiOxNy film parameter optimization

被引:0
作者
Kuo, Chung-Feng Jeffrey [1 ]
Lan, Wei-Lun [2 ]
Chang, Yu-Cheng [1 ]
Lin, Kun-Wei [3 ]
机构
[1] Natl Taiwan Univ Sci & Technol, Grad Inst Automat & Control, Taipei 106, Taiwan
[2] Natl Taiwan Univ Sci & Technol, Dept Mat Sci & Engn, Taipei 106, Taiwan
[3] Ind Technol Res Inst, Addit Mfg & Laser Applicat Ctr, Tainan 734, Taiwan
关键词
PECVD; ICP; Taguchi quality engineering; Film encapsulation process; OLED display; PERMEATION; TAGUCHI; PECVD;
D O I
10.1007/s10845-014-0893-8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This study prepared SiOxNy film by using plasma-enhanced chemical vapor deposition in organic light-emitting diode (OLED) encapsulation to prevent the invasion of moisture and oxygen for longer light-emitting lifetime of OLED components. It applied high density inductively coupled plasma for the coating of film on polyethersulfone, silicon and glass substrate, and discussed the relevance between process parameters and quality characteristics including coating uniformity, coating thickness and moisture permeation. This study used Taguchi method to plan the experiment and calculated the optimal parameters of each quality, used technique for order preference by similarity to ideal solution and grey relational analysis to determine the optimal parameter of all qualities. The back-propagation neural network was combined with Levenberg-Marquardt algorithm to construct the simulation and prediction system. Based on the quality optimization design, the single layer film's moisture permeation rate was 0.02 g/m(2)/day, the maximum coating thickness reached 420 nm, and the fastest rate was 21 nm/min, which was higher than the industrial standard specification (10 nm/min) by 110%.
引用
收藏
页码:581 / 593
页数:13
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