An overview of nonlinear model predictive control applications

被引:0
|
作者
Qin, SJ [1 ]
Badgwell, TA [1 ]
机构
[1] Univ Texas, Dept Chem Engn, Austin, TX 78712 USA
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中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper provides an overview of nonlinear model predictive control (NMPC) applications in industry, focusing primarily on recent applications reported by NMPC vendors. A brief summary of NMPC theory is presented to highlight issues pertinent to NMPC applications. Five industrial NMPC implementations are then discussed with reference to modeling, control, optimization, and implementation issues. Results from several industrial applications are presented to illustrate the benefits possible with NMPC technology. A discussion of future needs in NMPC theory and practice is provided to conclude the paper.
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页码:369 / 392
页数:24
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