A new fuzzy gain scheduling scheme for the PID controllers

被引:5
|
作者
Radaideh, SM [1 ]
Hayajneh, MT
机构
[1] Jordan Univ Sci & Technol, Dept Elect Engn, Irbid, Jordan
[2] Jordan Univ Sci & Technol, Dept Ind Engn, Irbid, Jordan
来源
关键词
fuzzy gain scheduling scheme; Ziegler-Nichols; PID controller; rule of thumb; membership function;
D O I
10.1080/10798587.2000.10642859
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, a new fuzzy gain scheduling scheme for the PID controller have been proposed. Fuzzy IF-THEN rules are used on-line to adjust the parameters of the PID controller based on the system error and its derivative. In terms of settling time, one percent peak overshoot and the integral of the time multiplied by the absolute error, the simulation results clearly indicate that the performance of the proposed scheme is better than the Ziegler-Nichols PID controller [1] and the fuzzy gain scheduling scheme of PID controller [2]. For illustration and comparison, numerical examples, using third and fourth order plants, are presented.
引用
收藏
页码:269 / 277
页数:9
相关论文
共 50 条
  • [1] FUZZY GAIN SCHEDULING OF PID CONTROLLERS
    ZHAO, ZY
    TOMIZUKA, M
    ISAKA, S
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1993, 23 (05): : 1392 - 1398
  • [2] Takagi - Sugeno Fuzzy PID Gain - Scheduling Controllers
    任立红
    丁永生
    邵世煌
    [J]. Journal of Donghua University(English Edition), 1999, (01) : 27 - 30
  • [3] Fuzzy Gain-Scheduling PID for UAV Position and Altitude Controllers
    Melo, Aurelio G.
    Andrade, Fabio A. A.
    Guedes, Ihannah P.
    Carvalho, Guilherme F.
    Zachi, Alessandro R. L.
    Pinto, Milena F.
    [J]. SENSORS, 2022, 22 (06)
  • [4] Internal model control based fuzzy gain scheduling technique of PID controllers
    Yesil, E
    Güzelkaya, M
    Eksin, I
    [J]. SOFT COMPUTING WITH INDUSTRIAL APPLICATIONS, VOL 17, 2004, 17 : 501 - 506
  • [5] Hierarchical fuzzy controllers: Fuzzy gain scheduling
    Pedrycz, W
    Peters, JF
    [J]. SMC '97 CONFERENCE PROCEEDINGS - 1997 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: CONFERENCE THEME: COMPUTATIONAL CYBERNETICS AND SIMULATION, 1997, : 1139 - 1143
  • [6] Fuzzy controllers as gain scheduling approximators
    Palm, R
    Rehfuess, U
    [J]. FUZZY SETS AND SYSTEMS, 1997, 85 (02) : 233 - 246
  • [7] Analytical Structures of Typical Takagi-Sugeno Fuzzy PID Gain Scheduling Controllers
    丁永生
    任立红
    邵世煌
    [J]. Journal of Donghua University(English Edition), 1999, (03) : 5 - 9
  • [8] Fuzzy gain scheduling controllers based on fuzzy models
    Zhao, J
    Wertz, V
    Gorez, R
    [J]. FUZZ-IEEE '96 - PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 1996, : 1670 - 1676
  • [9] PID gain scheduling using fuzzy logic
    Blanchett, TP
    Kember, GC
    Dubay, R
    [J]. ISA TRANSACTIONS, 2000, 39 (03) : 317 - 325
  • [10] Automatic tuning of PID and gain scheduling PID controllers by a derandomized evolution strategy
    Coelho, LD
    Coelho, AAR
    [J]. AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING, 1999, 13 (05): : 341 - 349