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
Link To Document :
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