Title :
Temperature Control for Nano-Scale Films by Spatially-Separated Atomic Layer Deposition Based on Generalized Predictive Control
Author :
Wen-Jie He ; Hai-Tao Zhang ; Zhiyong Chen ; Ji-Long Lin ; Kan Tian ; Bin Shan ; Rong Chen
Author_Institution :
State Key Lab. of Digital Manuf. Equip. & Technol., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
This paper established a closed-loop temperature control system for a spatially-separated atomic layer deposition (S-ALD) reactor using generalized predictive control (GPC) algorithm. The GPC-based closed-loop control system rapidly and precisely stabilized the reactor temperature in the presence of thermal field disturbances. Compared with the proportion-integration differentiation (PID) control commonly used for S-ALD, the closed-loop GPC system attenuated reaction temperature oscillations when producing two-element nano-scale thin films. Furthermore, the proposed GPC system demonstrated the superiority in multi-element nano-laminates depositing efficiency by reducing the settling time with a substrate moving between different reactors. Electrical and optical properties of films verified the feasibility of the proposed GPC system. Finally, experimental results presented that the microstructure of the deposited ALD nanometer thin film was improved with the developed GPC system, compared with the PID strategy.
Keywords :
atomic layer deposition; chemical reactors; closed loop systems; predictive control; temperature control; three-term control; ALD nanometer thin film; GPC algorithm; GPC-based closed-loop control system; PID control; S-ALD reactor; closed-loop temperature control system; generalized predictive control; nanoscale films; proportion-integration differentiation control; reactor temperature; spatially-separated atomic layer deposition; temperature control; thermal field disturbances; two-element nanoscale thin films; Atomic layer deposition; Predictive control; Temperature control; Atomic layer deposition; predictive control; temperature control;
Journal_Title :
Nanotechnology, IEEE Transactions on
DOI :
10.1109/TNANO.2015.2471298