DESIGN, PERFORMANCE, AND STABILITY ANALYSIS OF A FORMULA-BASED FUZZY PI CONTROLLER

被引:0
|
作者
Kumar, Vineet [1 ]
Rana, K. P. S. [1 ]
Sinha, Arun Kumar [1 ]
机构
[1] Netaji Subhas Inst Technol, Div Instrumentat & Control Engn, Sector 3, New Delhi 110078, India
关键词
PID; PI; Fuzzy PI controller; CSTR; BIBO stability; CONTROL-SYSTEMS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a new formula-based fuzzy proportional-integral (FPI) controller is proposed. This controller is based on the conventional proportional-integral (PI) controller. The proposed FPI controller has a linear structure similar to that of the conventional controller, and the operation of the proposed controller is based on analytical formulas. The structure is designed by using three membership functions as input variables and five membership functions as output variables. Thus, the proposed controller is a discrete-time fuzzy version of the conventional PI controller. For performing stability analysis, sufficient conditions for the bounded-input bounded-output (BIBO) stability of overall closed-loop control are derived by using the small gain theorem. The performance of the FPI controller in setpoint tracking, disturbance rejection, and noise suppression is evaluated. Computer simulations of the control of the outlet flow concentration of a nonlinear non-thermic catalytic continuous stirred-tank reactor (CSTR) were performed by using the National Instrument (TM) software LabVIEW (TM); the simulation results obtained for the proposed FPI controller and its counterpart fuzzy PI (NI_FPI) controller using Fuzzy Logic toolkit were compared. The performance of the proposed formula-based FPI controller is considerably better than that of the NI_FPI controller. Our simulation results demonstrate the effectiveness of the proposed FPI controller.
引用
收藏
页码:4291 / 4308
页数:18
相关论文
共 50 条
  • [1] Architecture, performance and stability analysis of a formula-based fuzzy I − fuzzy P − fuzzy D controller
    Vineet Kumar
    A. P. Mittal
    Soft Computing, 2011, 15 : 517 - 531
  • [2] Architecture, performance and stability analysis of a formula-based fuzzy I - fuzzy P - fuzzy D controller
    Kumar, Vineet
    Mittal, A. P.
    SOFT COMPUTING, 2011, 15 (03) : 517 - 531
  • [3] Dual Parameter Control of Drum Boiler using Formula-Based Fuzzy Controller
    Arun, D. Sonar
    Rajan, H. Chile
    Kondekar, Vipul H.
    Pushpan, Roshan
    Thigale, Somnath B.
    Rane, Vivek
    Vibhute, Anup
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (02) : 2547 - 2557
  • [4] Fuzzy PID controller: Design, performance evaluation, and stability analysis
    Carvajal, J
    Chen, GR
    Ogmen, H
    INFORMATION SCIENCES, 2000, 123 (3-4) : 249 - 270
  • [5] Fuzzy arithmetic-based stability analysis and design of fuzzy controller
    Bogdan, S.
    Kovacic, Z.
    Fazinic, I.
    Draganjac, I.
    2007 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING, VOLS 1-3, 2007, : 186 - 191
  • [6] Euler's Formula-Based Stability Analysis for Wideband Harmonic Resonances
    Chen, Zhiyong
    Luo, An
    Huang, Xucheng
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2020, 67 (11) : 9405 - 9417
  • [7] Stability Analysis and Dynamic Performance Enhancement of Autonomous Microgrid using Adaptive Fuzzy PI Controller
    Vigneysh, T.
    Kumarappan, N.
    2017 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2017, : 1199 - 1206
  • [8] Comparing and evaluating the performance of SSSC with Fuzzy Logic controller and PI controller for Transient Stability Enhancement
    Geethalakshmi, B.
    Saraswathi, A.
    Dananjayan, P.
    INDIA INTERNATIONAL CONFERENCE ON POWER ELECTRONIC S, 2006, : 140 - +
  • [9] Optimal design and stability analysis of a fuzzy PID controller
    Adel, Taieb
    Abdelkader, Chaari
    2018 15TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS AND DEVICES (SSD), 2018, : 971 - 975
  • [10] Design and stability analysis of fuzzy switching PID controller
    Jia, Baozhu
    Ren, Guang
    Long, Gang
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 3934 - +