DocumentCode :
682096
Title :
The state of health of Li-Po batteries based on the battery´s parameters and a fuzzy logic system
Author :
Ananto, Pramudya ; Syabani, Faisal ; Indra, Winneryanto Dwi ; Wahyunggoro, Oyas ; Cahyadi, Adha Imam
Author_Institution :
Electr. Eng. & Inf. Technol. Dept., Univ. Gadjah Mada, Yogyakarta, Indonesia
fYear :
2013
fDate :
26-28 Nov. 2013
Firstpage :
1
Lastpage :
4
Abstract :
The battery management system (BMS) is an important component of electric and hybrid-electric vehicles. The purpose of the BMS is to keep the battery operation safe and reliable. Fuzzy logic system (FLS) is one of the methods used to maintain the safety and reliability of the battery by state monitoring and evaluation, charge control, and cell balancing in BMS. Fuzzy logic data analysis were used to estimate state of health (SOH). To get data for FLS, temperature value and absolute value of the current were needed. The FLS does not need an exact mathematical model to make decision about a coefficient´s selection. This methodology was chosen to control the SOH output.
Keywords :
battery management systems; battery powered vehicles; condition monitoring; fuzzy control; hybrid electric vehicles; reliability; secondary cells; BMS; FLS; Li-Po battery parameter; SOH estimation; absolute value; battery management system; cell balancing; charge control; fuzzy logic data analysis; fuzzy logic system; hybrid electric vehicle; reliable battery operation; safe battery operation; state evaluation; state monitoring; state of health; temperature value; Batteries; Battery charge measurement; Electrical resistance measurement; Fuzzy logic; Logic gates; Resistance; Temperature measurement; Battery management system; Fuzzy logic system; State of charge; State of health;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Rural Information & Communication Technology and Electric-Vehicle Technology (rICT & ICeV-T), 2013 Joint International Conference on
Conference_Location :
Bandung
Print_ISBN :
978-1-4799-3363-1
Type :
conf
DOI :
10.1109/rICT-ICeVT.2013.6741508
Filename :
6741508
Link To Document :
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