New Method for Estimation Modeling of SOC of Battery
The state of charge (SOC) of battery is a import thing in battery manage system. In order to predict the SOC of battery during discharge, by analyzing the factors influenced the SOC of battery, a new method investigates the SOC of battery with fuzzy neural network which can be used to approach non-l...
Saved in:
Published in | 2009 WRI World Congress on Software Engineering Vol. 2; pp. 387 - 390 |
---|---|
Main Authors | , , |
Format | Conference Proceeding |
Language | English |
Published |
IEEE
01.05.2009
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Summary: | The state of charge (SOC) of battery is a import thing in battery manage system. In order to predict the SOC of battery during discharge, by analyzing the factors influenced the SOC of battery, a new method investigates the SOC of battery with fuzzy neural network which can be used to approach non-linear function with many input/output parameters. Simulated results and experimental results show the advantages of the new technique, and a novel method is presented for estimation modeling of the SOC of battery. |
---|---|
ISBN: | 0769535704 9780769535708 |
DOI: | 10.1109/WCSE.2009.282 |