Numerical Modeling and Control of the Dynamic Single Silicon Crystal Growth Process

被引:2
作者
Zhang, Ni [1 ]
Liu, Ding [2 ]
Wan, Yin [2 ]
机构
[1] Xian Univ Posts & Telecommun, Sch Automat, Xian Key Lab Adv Control & Intelligent Proc, Xian 710121, Peoples R China
[2] Xian Univ Technol, Shaanxi Key Lab Complex Syst Control & Intelligen, Xian 710048, Peoples R China
基金
中国国家自然科学基金;
关键词
Crystals; Temperature distribution; Heating systems; Temperature measurement; Optimization; Mathematical model; Semiconductor device modeling; Crystal growth; process control; FEM modeling; bio-heuristic inspired model; distributed parameter system;
D O I
10.1109/TSM.2021.3049803
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A new control strategy combing the Finite Element Method (FEM) with the control method is proposed to study the control of crystal growth process in this article. In the proposed control strategy, the crystal diameter control loop and the crystal temperature control loop are designed respectively to meet the requirements on crystal diameter and crystal temperature distribution. In the crystal diameter control loop, a bio-heuristic model based PID controller is designed to control crystal diameter. In the crystal temperature control loop, considering the undetectable characteristic of temperature distribution inside crystal, the control of crystal temperature distribution is transformed into the control of a key monitoring point in crystal and the constraint of crystal temperature gradient, and a model reference adaptive temperature controller is designed to achieve the control of the monitoring point temperature. Simulation results show that the crystal diameter and the temperature of the monitoring point are controlled well. Furthermore, the internal temperature distribution inside crystal is constrained within a reasonable range, avoiding the excessive thermal stress and dislocation defects. The proposed control strategy solves the problem of the traditional crystal growth system which cannot control crystal temperature, providing a new way for growing high-quality single silicon crystal.
引用
收藏
页码:94 / 103
页数:10
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