• DocumentCode
    1268233
  • Title

    Implementation of Wavelet-Based Controller for Battery Storage System of Hybrid Electric Vehicles

  • Author

    Khan, M.A.S.K. ; Rahman, Md Arifur

  • Author_Institution
    Dept. of Electr. Eng., Univ. of British Columbia, Vancouver, BC, Canada
  • Volume
    47
  • Issue
    5
  • fYear
    2011
  • Firstpage
    2241
  • Lastpage
    2249
  • Abstract
    This paper presents a wavelet-based multiresolution proportional integral derivative (MRPID) controller for temperature control of the ambient air of battery storage system of the hybrid electric vehicles. In the proposed wavelet MRPID controller, the discrete wavelet transform (DWT) is used to decompose temperature error into frequency components at various resolution of the error signal. The wavelet transformed coefficients are scaled by suitable gains and then added together to generate the control signal of thermal system. The proposed wavelet controller is implemented for battery storage system in both simulation and experiments. The digital signal processor board is used for real-time implementation of the proposed controller. The performance of the proposed wavelet-based MRPID controller is compared with conventional proportional-integral-derivative (PID) and adaptive neural network controllers. The proposed wavelet controller for battery storage system is found more robust and quicker than the conventional and adaptive controllers.
  • Keywords
    battery powered vehicles; digital signal processing chips; discrete wavelet transforms; hybrid electric vehicles; temperature control; three-term control; MRPID controller; adaptive neural network controllers; ambient air; battery storage system; digital signal processor board; discrete wavelet transform; error signal resolution; frequency components; hybrid electric vehicles; multiresolution proportional integral derivative controller; temperature control; temperature error decomposition; thermal system; wavelet transformed coefficients; wavelet-based controller; Batteries; Heating; Hybrid electric vehicles; Multiresolution analysis; Wavelet transforms; Battery storage system; hybrid electric vehicle (HEV); neural network (NN); proportional–integral–derivative (PID) control; real-time implementation; temperature control; thermal system; wavelet control; wavelet transforms;
  • fLanguage
    English
  • Journal_Title
    Industry Applications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0093-9994
  • Type

    jour

  • DOI
    10.1109/TIA.2011.2161530
  • Filename
    5948378