• DocumentCode
    894
  • Title

    On the Mixed {{\\rm H}_2}/{{\\rm H}_\\infty } Loop-Shaping Tradeoffs in Fractional-Order Control of the AVR System

  • Author

    Das, S. ; Pan, Indranil

  • Author_Institution
    Sch. of Electron. & Comput. Sci., Univ. of Southampton, Southampton, UK
  • Volume
    10
  • Issue
    4
  • fYear
    2014
  • fDate
    Nov. 2014
  • Firstpage
    1982
  • Lastpage
    1991
  • Abstract
    This paper looks at frequency domain design of a fractional-order (FO) proportional-integral differential (PID) controller for an automatic voltage regulator (AVR) system. Various performance criteria of the AVR system are formulated as system norms and are then coupled with an evolutionary multiobjective optimization (MOO) algorithm to yield Pareto optimal design tradeoffs. The performance measures consist of mixed H2/H design objectives, such as the set-point tracking, load disturbance, and noise rejection controller effort, which are an exhaustive set of conflicting control objectives. A fuzzy logic-based mechanism is used to identify the best compromise solution on the Pareto fronts. The advantages and disadvantages of using an FOPID controller over the conventional PID controller, which are popular for industrial use, are enunciated from the presented simulations. The relevance and impact of FO controller design from the perspective of the dynamics of AVR control loop is also discussed.
  • Keywords
    H control; H2 control; Pareto optimisation; evolutionary computation; frequency-domain synthesis; fuzzy control; three-term control; voltage control; voltage regulators; AVR control loop; AVR system; FO PID controller; FO controller design; FOPID controller; H2/H∞ design objective; MOO algorithm; Pareto front; Pareto optimal design tradeoff; automatic voltage regulator system; control objective; conventional PID controller; evolutionary multiobjective optimization algorithm; fractional-order control; fractional-order proportional-integral differential controller; frequency domain design; fuzzy logic-based mechanism; load disturbance; mixed H2/H∞ loop-shaping tradeoff; noise rejection controller effort; performance criteria; set-point tracking; Fractional calculus; Frequency-domain analysis; Optimization; PD control; Sensitivity; Transfer functions; Voltage control; Automatic voltage regulator (AVR); fractional-order (FO) proportional-integral differential (PID) controller; frequency domain design tradeoffs; multiobjective optimization (MOO);
  • fLanguage
    English
  • Journal_Title
    Industrial Informatics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1551-3203
  • Type

    jour

  • DOI
    10.1109/TII.2014.2322812
  • Filename
    6813659