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author:

Chi, Xuncheng (Chi, Xuncheng.) [1] | Lin, Fei (Lin, Fei.) [2] | Wang, Ya-Xiong (Wang, Ya-Xiong.) [3]

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EI

Abstract:

Proton exchange membrane fuel cell (PEMFC)/battery hybrid electric vehicle is considered as promising transportation due to its eco-friendly characteristics. This article investigates a fuzzy logic (FL)-based adaptive backstepping sliding-mode control (BSMC) approach to generate stable charging current and voltage for battery charging applications on a non-plug-in PEMFC vehicle. An adaptive BSMC is proposed to address nonlinearities and disturbances caused by dc/dc buck converter, PEMFC, and equivalent load variations of batteries. Moreover, an FL-based approximation is utilized to estimate the time-varying equivalent load of batteries through the adaptive laws obtained by the defined Lyapunov function and can offer assistance estimating the state of charge (SOC) of batteries. Simulation comparisons between a proportional-integral (PI) control and the proposed FL-based adaptive BSMC were executed subsequently under certain conditions to validate the efficacy. Finally, experiments on the PEMFC/battery hybrid power system scaling prototype via NI (PCI-6229)-LabVIEW platform were implemented to test the charging performance of the proposed approach. The comparative results indicated that the FL-based adaptive BSMC method could regulate charging current and voltage against disturbance and uncertainty and estimate the equivalent load of batteries accurately. © 2015 IEEE.

Keyword:

Backstepping Battery management systems Charging (batteries) Computer circuits DC-DC converters Fuzzy logic Lyapunov functions Proton exchange membrane fuel cells (PEMFC) Secondary batteries Sliding mode control Two term control systems Uncertainty analysis

Community:

  • [ 1 ] [Chi, Xuncheng]School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou; 350108, China
  • [ 2 ] [Lin, Fei]School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou; 350108, China
  • [ 3 ] [Wang, Ya-Xiong]School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou; 350108, China
  • [ 4 ] [Wang, Ya-Xiong]National Engineering Laboratory for Electric Vehicles, Beijing Institute of Technology, Beijing; 100081, China

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Source :

IEEE Transactions on Transportation Electrification

Year: 2021

Issue: 3

Volume: 7

Page: 1249-1259

6 . 5 1 9

JCR@2021

7 . 2 0 0

JCR@2023

ESI HC Threshold:105

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 12

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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