A systematic design methodology of PD fuzzy logic controller using cellular fuzzy logic concept

被引:1
作者
Das Sharma, Kaushik [1 ]
机构
[1] Kalyani Govt Engn Coll, Dept Elect Engn, Kalyani 741235, W Bengal, India
关键词
fuzzy logic controller; FLC; cellular fuzzy logic; CFL; PD control action; dynamical behaviour; Mamdani type fuzzy controller; Takagi-Sugeno type fuzzy controller;
D O I
10.1504/IJAAC.2012.051882
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The present paper proposes a new approach for designing PD type fuzzy controllers, which employs the idea of fuzzy input space partitioning using the cellular fuzzy logic (CFL) framework, deploying the dynamical behaviour of the system to be controlled. The objective is to design PD type fuzzy controllers, determining both its structures and free parameters, such that the designed controller can provide satisfactory transient performance. A novel algorithm is presented to design the generalised proportional derivative fuzzy logic controller (PD-FLC). The proposed design methodology is detailed for the synthesis of both the Mamdani type and Takagi-Sugeno (T-S) type fuzzy controller equivalent to a PD control action. The validity of the design procedure is demonstrated by simulation case studies.
引用
收藏
页码:231 / 245
页数:15
相关论文
共 50 条
  • [1] Design of a fuzzy logic controller as a suction controller
    Lee, TT
    Tu, KY
    Wang, WJ
    FUZZY SETS AND SYSTEMS, 1997, 91 (03) : 305 - 317
  • [2] SYSTEMATIC DESIGN AND STABILITY ANALYSIS OF A FUZZY-LOGIC CONTROLLER
    YI, SY
    CHUNG, MJ
    FUZZY SETS AND SYSTEMS, 1995, 72 (03) : 271 - 298
  • [3] Fuzzy Clustering Based Spatiotemporal Fuzzy Logic Controller Design
    Zhang, Xian-xia
    Li, Jiajia
    Jiang, Ye
    Su, Baili
    Qi, Chenkun
    Zou, Tao
    PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012), 2012, : 3167 - 3172
  • [4] Design of a Robot Controller for Peloton Formation Using Fuzzy Logic
    Bedruz, Rhen Anjerome
    Bandala, Argel A.
    Vicerra, Ryan Rhay
    Concepcion, Ronnie, II
    Dadios, Elmer
    2019 7TH INTERNATIONAL CONFERENCE ON ROBOT INTELLIGENCE TECHNOLOGY AND APPLICATIONS (RITA), 2019, : 83 - 88
  • [5] On simplifying the automatic design of a fuzzy logic controller
    Cheong, F
    Lai, R
    2002 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY PROCEEDINGS, 2002, : 481 - 487
  • [6] Robust Controller Design for DC-DC Converters Using Fuzzy Logic
    Sharma, Kartik
    Palwalia, Dheeraj Kumar
    PROCEEDINGS OF 4TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMPUTING AND CONTROL (ISPCC 2K17), 2017, : 477 - 481
  • [7] Digital fuzzy logic controller using VHDL
    Rani, SPJV
    Kanagasabapathy, P
    Kumar, AS
    INDICON 2005 PROCEEDINGS, 2005, : 463 - 466
  • [8] A FUZZY-LOGIC CONTROLLER
    YAMAKAWA, T
    JOURNAL OF BIOTECHNOLOGY, 1992, 24 (01) : 1 - 32
  • [9] Simplifying the automatic design of a fuzzy logic controller using evolutionary programming
    France Cheong
    Richard Lai
    Soft Computing, 2007, 11 : 839 - 846
  • [10] A Design Method of Fuzzy Logic Controller by Using Q Learning Algorithm
    Zhou, Xin
    Fan, Cai Zhi
    Wu, Jun
    PROCEEDINGS OF 2018 10TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND COMPUTING (ICMLC 2018), 2018, : 357 - 362