PID controller composed by internal model control estructure (IMC) and fuzzy logic

被引:0
|
作者
Garcia, Yohn [1 ]
Lobo, Israel [1 ]
机构
[1] Univ Los Andes, Fac Ingn, Escuela Ingn Quim, Merida 5101, Venezuela
来源
CIENCIA E INGENIERIA | 2009年 / 30卷 / 01期
关键词
Fuzzy logic; internal model control; nonlinear process; optimization;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Conventional theory of control suggests the classic linear controller PID (Proportional-Integral-Derivative) whose performance against to a nonlinear process is wrong. This research proposes a PID controller with new tuning expressions found from the IMC structure. In addition to this new controller, a fuzzy variable filtering module (MFD) is integrated. The hybridization between IMC and Fuzzy logic are tested in a stirred continuous tank reactor (SCTR). The results show robustness forehead disturbances promoted to the system. Formulation of new tuning expressions is the last goal of this research where optimization routines have been employed. These three new tuning equations relate each scaling factors of the MFD, depending on the parameters that identify the personality of the process. Linear regression and multivariate analysis of variance were necessary for the deduction such equations.
引用
收藏
页码:29 / 40
页数:12
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