• DocumentCode
    3662374
  • Title

    An ANFIS-PI based boost converter control scheme

  • Author

    John Darvill;Alin Tisan;Marcian Cirstea

  • Author_Institution
    Anglia Ruskin University, Cambridge, UK
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    632
  • Lastpage
    639
  • Abstract
    The PI algorithm has proven to be a popular and widely used control method, due to its relative simplicity and robustness. Despite this, the linear nature of the algorithm means it doesn´t provide optimal control to non-linear systems. This paper presents a novel method of improving the performance of the PI controller using an ANFIS network to provide gain scheduling. This control scheme is applied to a Boost Converter circuit and simulated within the PSIM modelling environment. The simulation results indicate that using the ANFIS controller provides a fast system response with minimal errors even under dynamic operating conditions. The ANFIS controller is also shown to simplify the design flow in comparison to the popular Fuzzy-PI gain scheduling method.
  • Keywords
    "Algorithm design and analysis","Training","Mathematical model","Integrated circuit modeling","Fuzzy logic","Inductors","Control systems"
  • Publisher
    ieee
  • Conference_Titel
    Industrial Informatics (INDIN), 2015 IEEE 13th International Conference on
  • ISSN
    1935-4576
  • Electronic_ISBN
    2378-363X
  • Type

    conf

  • DOI
    10.1109/INDIN.2015.7281809
  • Filename
    7281809