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
相关论文
共 50 条
  • [21] Variable Trial Length AILC for Nonlinear Systems with Non-square Control Gain Matrices
    Yin, Mali
    Li, Xuefang
    2024 14TH ASIAN CONTROL CONFERENCE, ASCC 2024, 2024, : 1767 - 1772
  • [22] Fractional order Smith predictor control for non-square systems with time-delay
    Zhao Z.-C.
    Xu N.
    Zhang J.-G.
    Kongzhi yu Juece/Control and Decision, 2019, 34 (06): : 1331 - 1337
  • [23] GEOMETRIC APPROACH TO ANALYSIS AND SYNTHESIS OF SYSTEM ZEROS .2. NON-SQUARE SYSTEMS
    KOUVARITAKIS, B
    MACFARLANE, AGJ
    INTERNATIONAL JOURNAL OF CONTROL, 1976, 23 (02) : 167 - 181
  • [24] A new control method for MIMO first order time delay non-square systems
    Chen, Juan
    He, Ze-Fang
    Qi, Xin
    JOURNAL OF PROCESS CONTROL, 2011, 21 (04) : 538 - 546
  • [25] Differential Evolution Optimization Applied in Multivariable Nonlinear Model-Based Predictive Control
    Negri, Gabriel H.
    Preuss, Victor H. B.
    Cavalca, Mariana S. M.
    de Oliveira, Jose
    2015 LATIN AMERICA CONGRESS ON COMPUTATIONAL INTELLIGENCE (LA-CCI), 2015,
  • [26] Robust Adaptive Iterative Learning Control for a Generic Class of Uncertain Non-Square MIMO Systems
    Li, Xuefang
    Hou, Zhongsheng
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2024, 69 (04) : 2721 - 2728
  • [27] Synthesis of Linear Coherent Quantum Control Systems Using A Differential Evolution Algorithm
    Harno, Hendra G.
    Petersen, Ian R.
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2015, 60 (03) : 799 - 805
  • [28] H2 Analytical Decoupling Control Design for Non-square Systems with Time Delays
    Xu, Yongheng
    Lin, Shuyi
    Zhou, Zehua
    Zhang, Weidong
    2017 11TH ASIAN CONTROL CONFERENCE (ASCC), 2017, : 1900 - 1905
  • [29] Tracking of non-square nonlinear continuous time systems with piecewise constant model predictive control
    Magni, L.
    Scattolini, R.
    JOURNAL OF PROCESS CONTROL, 2007, 17 (08) : 631 - 640
  • [30] Sensor blending and Control allocation for non-square linear systems to achieve negative imaginary dynamics
    Bhowmick, Parijat
    Lanzon, Alexander
    IFAC PAPERSONLINE, 2020, 53 (02): : 4629 - 4634