Regression model for tuning the PID controller with fractional order time delay system

被引:8
作者
Agnihotri, S. P. [1 ]
Waghmare, Laxman Madhavrao [1 ]
机构
[1] SGGS Inst Engn & Technol, Nanded, India
关键词
Regression model; PID controller; Iterative algorithm; Fractional order; Time delay and system;
D O I
10.1016/j.asej.2014.04.007
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper a regression model based for tuning proportional integral derivative (PID) controller with fractional order time delay system is proposed. The novelty of this paper is that tuning parameters of the fractional order time delay system are optimally predicted using the regression model. In the proposed method, the output parameters of the fractional order system are used to derive the regression function. Here, the regression model depends on the weights of the exponential function. By using the iterative algorithm, the best weight of the regression model is evaluated. Using the regression technique, fractional order time delay systems are tuned and the stability parameters of the system are maintained. The effectiveness and feasibility of the proposed technique is demonstrated through the MATLAB/Simulink platform, as well as testing and comparison using the classical PID controller, Ziegler-Nichols tuning method, Wang tuning method and curve fitting technique base tuning method. (C) 2014 Production and hosting by Elsevier B.V.
引用
收藏
页码:1071 / 1081
页数:11
相关论文
共 33 条
  • [1] Basil Hamed, 2011, INT J ENG ADV TECHNO, V1
  • [2] PID-type fuzzy logic controller tuning based on particle swarm optimization
    Bouallegue, S.
    Haggege, J.
    Ayadi, M.
    Benrejeb, M.
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2012, 25 (03) : 484 - 493
  • [3] Cao Yong-Yan, 2002, IEEE T CIRCUITS SYST, V49
  • [4] Chang Po-Kuang, 2011, P INT MULT ENG COMP, V2
  • [5] Stabilization of unstable first-order time-delay systems using fractional-order PD controllers
    Cheng, YC
    Hwang, CY
    [J]. JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 2006, 29 (02) : 241 - 249
  • [6] Automatic generation control using two degree of freedom fractional order PID controller
    Debbarma, Sanjoy
    Saikia, Lalit Chandra
    Sinha, Nidul
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 58 : 120 - 129
  • [7] Farkh R, 2009, INT J ELECT ELECT EN, V1
  • [8] Fractional order controller robust to time delay variations for water distribution in an irrigation main canal pool
    Feliu-Batlle, V.
    Rivas-Perez, R.
    Castillo-Garcia, F. J.
    [J]. COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2009, 69 (02) : 185 - 197
  • [9] Gopala Rao KA, 2010, INT J COMPUT APPL, V1
  • [10] Hagiwara T, 2009, INT J INNOV COMPUT I, V5, P3553