• DocumentCode
    1195133
  • Title

    Evaluation of DSP-Based PID and Fuzzy Controllers for DC–DC Converters

  • Author

    Guo, Liping ; Hung, John Y. ; Nelms, R.M.

  • Author_Institution
    Dept. of Technol., Northern Illinois Univ., DeKalb, IL
  • Volume
    56
  • Issue
    6
  • fYear
    2009
  • fDate
    6/1/2009 12:00:00 AM
  • Firstpage
    2237
  • Lastpage
    2248
  • Abstract
    In this paper, digital proportional-integral-derivative (PID)-type and fuzzy-type controllers are compared for application to the buck and boost dc-dc converters. Comparison between the two controllers is made with regard to design methodology, implementation issues, and experimentally measured performance. Design of fuzzy controllers is based on heuristic knowledge of converter behavior, and tuning requires some expertise to minimize unproductive trial and error. The design of PID control is based on the frequency response of the dc-dc converter. Implementation of linear controllers on a digital signal processor is straightforward, but realization of fuzzy controllers increases computational burden and memory requirements. For the boost converter, the performance of the fuzzy controller was superior in some respects to that of the PID controllers. The fuzzy controller was able to achieve faster transient response in most tests, had a more stable steady-state response, and was more robust under some operating conditions. In the case of the buck converter, the fuzzy controller and PID controller yielded comparable performances.
  • Keywords
    DC-DC power convertors; digital signal processing chips; fuzzy control; three-term control; DSP based PID controller; boost DC-DC converters; buck DC-DC converters; fuzzy controller; heuristic knowledge; proportional-integral-derivative controller; Boost converter; buck converter; digital control; digital signal processor (DSP); fuzzy control; proportional–integral–derivative (PID) control;
  • fLanguage
    English
  • Journal_Title
    Industrial Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0046
  • Type

    jour

  • DOI
    10.1109/TIE.2009.2016955
  • Filename
    4801739