Journal of Synthetic Crystals, Volume. 51, Issue 12, 2031(2022)
Prediction Model of Diameter of Czochralski Silicon Single Crystal Based on NARX Dynamic Neural Network
[5] [5] WINKLER J, NEUBERT M, RUDOLPH J. Nonlinear modelbased control of the Czochralski process I: motivation, modeling and feedback controller design[J]. Journal of Crystal Growth, 2010, 312(7): 10051018.
[6] [6] RAHMANPOUR P, HOVD M, BONES J A. Nonlinear state estimation in the Czochralski process[J]. IFAC Proceedings Volumes, 2014, 47(3): 48914896.
[7] [7] DERBY J J, BROWN R A. On the dynamics of Czochralski crystal growth[J]. Journal of Crystal Growth, 1987, 83(1): 137151.
[9] [9] CHEN J C, CHIANG P Y, CHANG C H, et al. Threedimensional numerical simulation of flow, thermal and oxygen distributions for a Czochralski silicon growth with in a transverse magnetic field[J]. Journal of Crystal Growth, 2014, 401: 813819.
Get Citation
Copy Citation Text
XU Shengzhe, GAO Dedong, WANG Shan, WU Haohao, ZHANG Xiya, HAN Yonglong, LI Lirong. Prediction Model of Diameter of Czochralski Silicon Single Crystal Based on NARX Dynamic Neural Network[J]. Journal of Synthetic Crystals, 2022, 51(12): 2031
Category:
Received: May. 9, 2022
Accepted: --
Published Online: Feb. 18, 2023
The Author Email: XU Shengzhe (xushengzhe666@163.com)
CSTR:32186.14.