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...
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Published in | 2009 WRI World Congress on Software Engineering Vol. 2; pp. 387 - 390 |
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Main Authors | , , |
Format | Conference Proceeding |
Language | English |
Published |
IEEE
01.05.2009
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Abstract | 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. |
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AbstractList | 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. |
Author | Haiying Wang Gechen Li Zhilong Yu |
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Snippet | 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... |
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StartPage | 387 |
SubjectTerms | Battery charge measurement Battery management systems Brain modeling Fuzzy control Fuzzy neural networks Fuzzy reasoning Humans Immune system Temperature Voltage |
Title | New Method for Estimation Modeling of SOC of Battery |
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