DocumentCode
583643
Title
Charging and discharging cycle design for performance evaluation of HV batteries
Author
Komatsuzaki, Kouhei ; Shin, Seiichi ; Sawada, Kenji
Author_Institution
Dept. of Mech. Eng. & Intell. Syst., Univ. of Electro-Commun., Chofu, Japan
fYear
2012
fDate
17-21 Oct. 2012
Firstpage
224
Lastpage
228
Abstract
The battery greatly influences the performance of the Hybrid Vehicle (HV). So, automobile manufacturers need to evaluate the batteries of various manufacturers and select the most appropriate one. In this case, they need a charge-discharge cycle to evaluate batteries quantitatively. In this paper, we call such a cycle an evaluation pattern and propose a design method of the pattern to evaluate the HV battery quantitatively. HV employs two power sources, motor and engine. In a HV, the appropriate distribution of output torques between the motor and engine is determined based on the driving condition (vehicle speed, acceleration rate, SOC, and so on). That leads to the dependence of the charge-discharge cycle on the driving condition. Therefore, our method divides actual driving data of HV into four driving modes (stopping, acceleration, steady running and deceleration) and then selects a representative pattern for every driving mode effectively by using regression analysis. As a result, we can narrow down the actual driving data that to a few representative patterns. The evaluation pattern is designed by combining the representative patterns. In addition, the quantitative evaluation pattern can be designed in a short time.
Keywords
hybrid electric vehicles; regression analysis; secondary cells; HV batteries; acceleration rate; automobile manufacturers; charge-discharge cycle; discharging cycle design; driving condition; driving modes; evaluation pattern; hybrid vehicle; performance evaluation; power sources; regression analysis; representative patterns; vehicle speed; Acceleration; Automobiles; Batteries; Engines; Regression analysis; Torque; Data mining; HV battery performance; Hybrid vehicle (HV); Regression analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Control, Automation and Systems (ICCAS), 2012 12th International Conference on
Conference_Location
JeJu Island
Print_ISBN
978-1-4673-2247-8
Type
conf
Filename
6393436
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