Auto-tuning of FOPI Controllers for TITO Processes with Experimental Validation

被引:9
作者
Baruah, Gargi [1 ]
Majhi, Somanath [1 ]
Mahanta, Chitralekha [1 ]
机构
[1] Indian Inst Technol Guwahati, Dept Elect & Elect Engn, Gauhati 781039, India
关键词
Auto-tuning; fractional order proportional and integral (FOPI); two-input two-output (TITO); robust; relay with hysteresis; model reduction; coupled tank system (CTS); PID CONTROLLERS; SYSTEMS; DESIGN;
D O I
10.1007/s11633-018-1140-0
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, the auto-tuning of a fractional order proportional and integral (FOPI) controller is proposed and experimentally validated for two-input two-output (TITO) processes. The proposed method first identifies an unknown TITO plant into fractional order TITO model with time delay. Furthermore, decoupling the TITO process into two fractional order single-input single-output (SISO) transfer function models makes it easier for designing the decentralized FOPI controllers. The proposed control method is a generalization of both integer order and fractional order TITO systems depending on the value of the order of the model. One advantage of this method is the non-requirement of a-priori information of gain and phase crossover frequencies of the system while tuning the controllers. The proposed algorithm is validated both by simulation of a class of TITO process models as well as by experimental analysis of a coupled tank system (CTS).
引用
收藏
页码:589 / 603
页数:15
相关论文
共 22 条
  • [11] Identification of two-input two-output process using state-space analysis
    Nema, Swapnil
    Padhy, Prabin Kumar
    [J]. IET CONTROL THEORY AND APPLICATIONS, 2015, 9 (13) : 2029 - 2038
  • [12] A wavelet neural network based non-linear model predictive controller for a multi-variable coupled tank system
    Owa K.
    Sharma S.
    Sutton R.
    [J]. International Journal of Automation and Computing, 2015, 12 (02) : 156 - 170
  • [13] Padhy P. K., 2005, IFAC P VOLUMES, V38, P54, DOI [10.3182/20050703-6-CZ-1902.00409, DOI 10.3182/20050703-6-CZ-1902.00409]
  • [14] Padhy P.K., 2006, Proc. of the IEEE Intl. Conf. on Industrial Technology (ICIT), Mumbai, P664
  • [15] AUTOMATIC TUNING OF DECENTRALIZED PID CONTROLLERS FOR TITO PROCESSES
    PALMOR, ZJ
    HALEVI, Y
    KRASNEY, N
    [J]. AUTOMATICA, 1995, 31 (07) : 1001 - 1010
  • [16] Controller Design for MIMO Processes Based on Simple Decoupled Equivalent Transfer Functions and Simplified Decoupler
    Rajapandiyan, C.
    Chidambaram, M.
    [J]. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2012, 51 (38) : 12398 - 12410
  • [17] ROBUST PERFORMANCE OF DECENTRALIZED CONTROL-SYSTEMS BY INDEPENDENT DESIGNS
    SKOGESTAD, S
    MORARI, M
    [J]. AUTOMATICA, 1989, 25 (01) : 119 - 125
  • [18] Tuning of decentralised PI (PID) controllers for TITO processes
    Tavakoli, Saeed
    Griffin, Ian
    Fleming, Peter J.
    [J]. CONTROL ENGINEERING PRACTICE, 2006, 14 (09) : 1069 - 1080
  • [19] Wang Q. G., 2000, ISA T
  • [20] Auto-tuning of multivariable PID controllers from decentralized relay feedback
    Wang, QG
    Zou, B
    Lee, TH
    Bi, Q
    [J]. AUTOMATICA, 1997, 33 (03) : 319 - 330