Differential Evolution algorithm applied to sparse PI control synthesis for non-square multivariable systems

被引:0
|
作者
Soares, Raphael F. [1 ]
Jorge e Silva, Sara [1 ]
Goncalves, Eduardo N. [2 ]
机构
[1] UFSJ, CEFET MG, Grad Program Elect Engn, Ave Amazonas 7675, Belo Horizonte, MG, Brazil
[2] Ctr Fed Educ Tecnol Minas Gerais CEFET MG, Dept Elect Engn, Ave Amazonas 7675, Belo Horizonte, MG, Brazil
关键词
Non-square multivariable systems; sparse PI control; differential evolution algorithm; OPTIMIZATION;
D O I
暂无
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 presents a sparse PI control synthesis methodology for non-square multivariable systems aiming tracking response performance and decoupling among control loops. We formulate the control problem as a non-linear optimization problem in the space of the sparse PI control parameters. To formulate the control problem, we consider the H-infinity reference model approximation approach. We apply the differential evolution algorithm to solve the proposed optimization problem. We illustrate the efficiency of the proposed synthesis methodology considering a crude distillation unit that is non-square, with four process outputs and five manipulated variables, with multiple delay times, and high interactions among the control loops.
引用
收藏
页码:893 / 898
页数:6
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