Development of an Advanced Control System for a Chemical Vapor Deposition (CVD) Reactor for Polysilicon Production

被引:1
作者
Kozin, Kirill A. [1 ]
Goryunov, Alexey G. [1 ]
Manenti, Flavio [2 ]
Rossi, Francesco [2 ]
Stolpovskiy, Alexey E. [1 ]
机构
[1] Tomsk Polytech Univ, Dept Elect & Automat Nucl Plants, Tomsk 634050, Russia
[2] Politecn Milan, Dept Chim Mat & Ingn Chim Giulio Natta, I-20133 Milan, Italy
来源
ICHEAP12: 12TH INTERNATIONAL CONFERENCE ON CHEMICAL & PROCESS ENGINEERING | 2015年 / 43卷
关键词
Temperature measurement - Batch reactors - Polycrystalline materials - Chemical vapor deposition - Temperature control - Adaptive control systems;
D O I
10.3303/CET1543256
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Traditionally high-grade polycrystalline silicon production is obtained by the Chemical Vapor Deposition (CVD) process in the so-called Siemens reactor. The problem of rod temperature control in such a reactor is broached in this work. An indirect estimation method of the polysilicon rod diameter and the temperature estimation by means of the rod electrical resistance are both proposed. The main issue to overcome is related to the intrinsically unsteady-state conditions of the Siemens reactor (and all the batch reactors as well). From this perspective, the problem of temperature measurement can be solved using the appropriate pyrometer, although the temperature at the center of the rod has still to be estimate numerically. The aim of this paper is to develop a novel adaptive control system for the Siemens reactor based on neuro-fuzzy approach for both the parameter tuning and the control loop itself. A comparative discussion between the proposed method and other advanced control techniques is proposed.
引用
收藏
页码:1531 / 1536
页数:6
相关论文
共 6 条
[1]   ANFIS - ADAPTIVE-NETWORK-BASED FUZZY INFERENCE SYSTEM [J].
JANG, JSR .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1993, 23 (03) :665-685
[2]   Siemens-Reactor's High-Frequency Power Supply [J].
Kozin, Kirill A. ;
Goryunov, Alexey G. ;
Manenti, Flavio .
PRES 2014, 17TH CONFERENCE ON PROCESS INTEGRATION, MODELLING AND OPTIMISATION FOR ENERGY SAVING AND POLLUTION REDUCTION, PTS 1-3, 2014, 39 :1651-+
[3]  
Valente G., 2001, FUNDAMENTAL GAS PHAS, P84
[4]  
Vallerio M, 2014, COMPUT-AIDED CHEM EN, V33, P571
[5]   Model predictive control of a CVD reactor for production of polysilicon rods [J].
Vigano, Luca ;
Vallerio, Mattia ;
Manenti, Flavio ;
Lima, Nadson M. N. ;
Linan, Lamia Zuniga ;
Manenti, Giovanni .
PRES 2010: 13TH INTERNATIONAL CONFERENCE ON PROCESS INTEGRATION, MODELLING AND OPTIMISATION FOR ENERGY SAVING AND POLLUTION REDUCTION, 2010, 21 :523-528
[6]   EXPERIMENTAL-STUDY OF EQUILIBRIUM CONDITIONS IN THE SI-H-CL SYSTEM [J].
WOODRUFF, DW ;
SANCHEZMARTINEZ, RA .
JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 1985, 132 (03) :706-708