Frequency Response Model Identification Method for Discrete-time Processes with Final Cyclic-Steady-State

被引:0
作者
Ryu, Kyung Hwan [1 ]
Kim, Kyung Su [1 ]
Kang, Ho Suk [1 ]
Lee, Si Nae [1 ]
Cho, Jun Young [1 ]
Lee, Jietae [1 ]
Sung, Su Whan [1 ]
机构
[1] Kyungpook Natl Univ, Dept Chem Engn, Taegu 702701, South Korea
来源
2012 12TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS) | 2012年
关键词
Discrete-time; z-transform; Frequency responses; Identification; Cyclic-steady-state; RELAY FEEDBACK METHOD;
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
A new non-parametric process identification method is proposed to obtain the discrete-time frequency response model from process input and output data. Existing discrete-time Fourier transform approach can be applied to only the case that the initial part and the final part of the process data are zero-steady-state. The proposed method using a new transform can estimate the frequency response model from more various cases including initial-steady-state/final-steady-state and initial-steady-state/final-cyclic-steady-state. It can estimate exact frequency response model because no approximations are used in developing the proposed algorithm. Also, the proposed method can still provide exact model even in the case of static disturbances.
引用
收藏
页码:840 / 844
页数:5
相关论文
共 11 条
[1]  
[Anonymous], 2009, PROCESS IDENTIFICATI
[2]  
ASTROM KJ, 1984, AUTOMATICA, V20, P645, DOI 10.1016/0005-1098(84)90014-1
[3]   Improved Frequency Response Model Identification Method for Processes with Initial Cyclic-Steady-State [J].
Cheon, Yu Jin ;
Sung, Su Whan ;
Lee, Jietae ;
Je, Cheol Ho ;
Lee, In-Beum .
AICHE JOURNAL, 2011, 57 (12) :3429-3435
[4]   Improved Fourier Transform for Processes with Initial Cyclic-Steady-State [J].
Cheon, Yu Jin ;
Jeon, Chun Ho ;
Lee, Jietae ;
Sung, Su Whan ;
Lee, Dong Hyun .
AICHE JOURNAL, 2010, 56 (06) :1536-1544
[5]   Integrals of relay feedback responses for extracting process information [J].
Lee, Jietae ;
Sung, Su Whan ;
Edgar, Thomas F. .
AICHE JOURNAL, 2007, 53 (09) :2329-2338
[6]  
Luyben W.L., 1990, PROCESS MODELING SIM, V2nd
[7]   A simple auto-tuner in frequency domain [J].
Ma, MD ;
Zhu, XJ .
COMPUTERS & CHEMICAL ENGINEERING, 2006, 30 (04) :581-586
[8]   USE OF RELAY-FEEDBACK TEST FOR AUTOMATIC TUNING OF MULTIVARIABLE SYSTEMS [J].
SHEN, SH ;
YU, CC .
AICHE JOURNAL, 1994, 40 (04) :627-646
[9]   MODIFIED RELAY FEEDBACK METHOD [J].
SUNG, SW ;
PARK, JH ;
LEE, IB .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1995, 34 (11) :4133-4135
[10]   An improved algorithm for automatic tuning of PID controllers [J].
Sung, SW ;
Lee, IB .
CHEMICAL ENGINEERING SCIENCE, 2000, 55 (10) :1883-1891