Model-based control of particulate processes

被引:48
作者
Christofides, Panagiotis D. [1 ,1 ]
Ei-Farrac, Nael [2 ]
Li, Mingheng [3 ]
Mhaskar, Prashant [4 ]
机构
[1] Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USA
[2] Univ Calif Davis, Dept Chem Engn & Mat Sci, Davis, CA 95616 USA
[3] Calif State Polytech Univ Pomona, Dept Chem & Mat Engn, Pomona, CA 91768 USA
[4] McMaster Univ, Dept Chem Engn, Hamilton, ON L8S 4L7, Canada
基金
美国国家科学基金会;
关键词
particulate processes; order reductions; model-based feedback control; crystallization; aerosol processes; thermal spray processes;
D O I
10.1016/j.ces.2007.07.017
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
In this work, we present an overview of recently developed methods for model-based control of particulate processes. We primarily discuss methods developed in the context of our previous research work and use examples of crystallization, aerosol and thermal spray processes to motivate the development of these methods and illustrate their application. Specifically, we initially discuss control methods for particulate processes which utilize suitable approximations of population balance models to design nonlinear, robust and predictive control systems and demonstrate their application to crystallization and aerosol processes. Finally, we discuss the issues of control problem formulation and controller design for high-velocity oxygen-fuel (HVOF) thermal spray processes and close with few thoughts on unresolved research challenges on control of particulate processes. (C) 2007 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1156 / 1172
页数:17
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