• DocumentCode
    1245179
  • Title

    A new methodology for designing a fuzzy logic controller

  • Author

    Li, Han-Xiong ; Gatland, H.B.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Auckland Univ., New Zealand
  • Volume
    25
  • Issue
    3
  • fYear
    1995
  • fDate
    3/1/1995 12:00:00 AM
  • Firstpage
    505
  • Lastpage
    512
  • Abstract
    A new methodology is proposed for designing a fuzzy logic controller (FLC). A phase plane is used to bridge the gap between the time-response and rule base. The rule base can be easily built using the general dynamics of the process, and then readily updated to contain the delayed information for reducing the deadtime effects of the process. An adaptive gain method is also proposed to help the database design and the controller tuning. Much of the FLC design can be shifted to the design and tuning of gain. A good performance can be achieved both in transient state and steady state without use of multidecision tables. Application of FLC with these new methodologies is presented for a thermal process with a varying deadtime to show the robust performance of FLC and the effectiveness of these methodologies
  • Keywords
    control system synthesis; fuzzy control; phase space methods; adaptive gain; deadtime effects; fuzzy logic controller design; phase plane; rule base; time-response; Adaptive control; Bridges; Control system synthesis; Delay effects; Design methodology; Fuzzy control; Fuzzy logic; Programmable control; Robustness; Steady-state;
  • fLanguage
    English
  • Journal_Title
    Systems, Man and Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9472
  • Type

    jour

  • DOI
    10.1109/21.364863
  • Filename
    364863