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Energy management of power-split plug-in hybrid electric vehicles based on simulated annealing and Pontryagin's minimum principle.

Authors :
Chen, Zheng
Mi, Chunting Chris
Xia, Bing
You, Chenwen
Source :
Journal of Power Sources. Dec2014, Vol. 272, p160-168. 9p.
Publication Year :
2014

Abstract

In this paper, an energy management method is proposed for a power-split plug-in hybrid electric vehicle (PHEV). Through analyzing the PHEV powertrain, a series of quadratic equations are employed to approximate the vehicle's fuel-rate, using battery current as the input. Pontryagin's Minimum Principle (PMP) is introduced to find the battery current commands by solving the Hamiltonian function. Simulated Annealing (SA) algorithm is applied to calculate the engine-on power and the maximum current coefficient. Moreover, the battery state of health (SOH) is introduced to extend the application of the proposed algorithm. Simulation results verified that the proposed algorithm can reduce fuel-consumption compared to charge-depleting (CD) and charge-sustaining (CS) mode. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03787753
Volume :
272
Database :
Academic Search Index
Journal :
Journal of Power Sources
Publication Type :
Academic Journal
Accession number :
98807639
Full Text :
https://doi.org/10.1016/j.jpowsour.2014.08.057