Identification of two-input two-output process using state-space analysis

被引:6
作者
Nema, Swapnil [1 ]
Padhy, Prabin Kumar [1 ]
机构
[1] Indian Inst Informat Technol, ECE, Jabalpur 482005, MP, India
关键词
hysteresis; MIMO systems; matrix algebra; delays; state-space methods; measurement noise; chattering; limit cycle measurements; FOPDT models; first-order plus delay time models; transfer matrix; hysteresis relay; TITO process; state-space analysis; two-input two-output process; RELAY; DESIGN; FOPDT; CONTROLLERS;
D O I
10.1049/iet-cta.2014.1079
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An analytical expression for the exact identification of two-input two-output (TITO) process using hysteresis relay is presented in this study. The identified transfer matrix consists of four independent first-order plus delay time (FOPDT) models and the time constants, delays and the gains of the FOPDT models are obtained from the limit cycle measurements. In this study, analytical expressions are derived using state-space analysis to identify the exact transfer matrix of the TITO process (TITO system). Problem of chattering and measurement noise is attenuated using relay with hysteresis. The simulation examples and real-time experiment show the effectiveness of the proposed method.
引用
收藏
页码:2029 / 2038
页数:10
相关论文
共 25 条
  • [1] [Anonymous], INT J INSTRUMENTATIO
  • [2] ASTROM KJ, 1984, AUTOMATICA, V20, P645, DOI 10.1016/0005-1098(84)90014-1
  • [3] Identification of FOPDT and SOPDT process dynamics using closed loop test
    Bajarangbali, Raghunath
    Majhi, Somanath
    Pandey, Saurabh
    [J]. ISA TRANSACTIONS, 2014, 53 (04) : 1223 - 1231
  • [4] Identification test design for multivariable model-based control: An industrial perspective
    Darby, Mark L.
    Nikolaou, Michael
    [J]. CONTROL ENGINEERING PRACTICE, 2014, 22 : 165 - 180
  • [5] Relay feedback methods combining sub-relays to reduce harmonics
    Jeon, Chun Ho
    Cheon, Yu Jin
    Kim, Jin-Su
    Lee, Jietae
    Sung, Su Whan
    [J]. JOURNAL OF PROCESS CONTROL, 2010, 20 (01) : 228 - 234
  • [6] IMC-PID design based on model matching approach and closed-loop shaping
    Jin, Qi B.
    Liu, Q.
    [J]. ISA TRANSACTIONS, 2014, 53 (02) : 462 - 473
  • [7] An effective direct closed loop identification method for linear multivariable systems with colored noise
    Jin, Qibing
    Wang, Zhu
    Yang, Ruigeng
    Wang, Jing
    [J]. JOURNAL OF PROCESS CONTROL, 2014, 24 (05) : 485 - 492
  • [8] The quadruple-tank process: A multivariable laboratory process with an adjustable zero
    Johansson, KH
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2000, 8 (03) : 456 - 465
  • [9] Parameter estimation from relay autotuning with asymmetric limit cycle data
    Kaya, I
    Atherton, DP
    [J]. JOURNAL OF PROCESS CONTROL, 2001, 11 (04) : 429 - 439
  • [10] Practical application of model identification based on ARX models with transfer functions
    Kon, Junichiro
    Yamashita, Yoshiyuki
    Tanaka, Taro
    Tashiro, Atsushi
    Daiguji, Masaharu
    [J]. CONTROL ENGINEERING PRACTICE, 2013, 21 (02) : 195 - 203