Title :
Fuzzy Predictive Control in Czochralski Crystal Growth with Power Input as the Unique Manipulation
Author :
Fu, Yongling ; Zhang, Kai ; Qi, Xiaoye
Author_Institution :
Sch. of Autom. Sci. & Electr. Eng., Beihang Univ., Beijing, China
Abstract :
This paper presents a study to Czochralski crystal growth process based on Hurle´s model linearized at the equilibrium points. In this study, we do the attempt to get single crystal with constant diameter using the power input as the unique manipulation by removing pull rate manipulation which was suspected to be contributing to structure defects in the crystal from the system. Compared with the traditional PID, fuzzy predictive control algorithm is more effective to handle the Czochralski growth process which enhances the tracking capability and system robustness. Simulation results indicate that we can get the constant diameter of crystal by manipulating the power input only and fuzzy predictive control is more effective to the time-lagging and inertia system.
Keywords :
crystal growth from melt; fuzzy control; inertial systems; predictive control; Czochralski crystal growth; Hurle model; fuzzy predictive control; inertia system; time-lagging system; Automation; Fuzzy control; Fuzzy systems; Power system modeling; Predictive control; Predictive models; Production; Temperature; Three-term control; Transfer functions;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3735-1
DOI :
10.1109/FSKD.2009.314