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A novel model of the initial state of charge estimation for LiFePO4 batteries
Zhang, Yanhui1,2; Song, Wenji1; Lin, Shili1; Feng, Ziping1
2014-02-15
Source PublicationJOURNAL OF POWER SOURCES
Volume248Pages:1028-1033
AbstractThe State-of-Charge (SOC) is an important performance parameter and evaluation index in rechargeable battery energy storage systems. Here, a novel smart estimation method based on coulomb counting is proposed in order to enhance estimation accuracy. Firstly, an enhanced model for the initial SOC (SOC0) estimation based on dynamic multi-parameter method is investigated, because SOC0 plays a key role in calculating real SOC in-time. All the design limits, such as voltage, temperature, are used as its constraints. And more importantly, the relaxation effect also is considered. The SOC0 with the main parameters satisfies Gauss function. Secondly, the quantitative relations of the energy efficiencies are measured and analyzed under the moderate discharging situation. The results show a negative quadratic correlation between energy efficiency and rate, and exhibit a reduction in energy efficiency as rate increases. Lastly, a test with several consecutive hybrid pulse power characteristic test profiles is carried. The experimental results indicate that the correction of SOC0 can efficiently limit the error below 4%, and also exhibit that considering on the effect of energy efficiency can further reduce its estimation error. (C) 2013 Elsevier B.V. All rights reserved.
SubtypeArticle
KeywordBattery Energy Efficiency State Of Charge Hybrid Power Generation System
WOS HeadingsScience & Technology ; Physical Sciences ; Technology
DOI10.1016/j.jpowsour.2013.09.135
WOS Subject ExtendedElectrochemistry ; Energy & Fuels
WOS KeywordLITHIUM-ION BATTERIES ; ELECTRIC VEHICLES ; OF-CHARGE ; MANAGEMENT
Indexed BySCI
Language英语
WOS SubjectElectrochemistry ; Energy & Fuels
WOS IDWOS:000330551000129
Citation statistics
Cited Times:21[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.giec.ac.cn/handle/344007/10676
Collection中国科学院广州能源研究所
Affiliation1.Chinese Acad Sci, Guangzhou Inst Energy Convers, Key Lab Renewable Energy, Guangzhou 510640, Peoples R China
2.Univ Chinese Acad Sci, Beijing 10049, Peoples R China
First Author AffilicationGuangZhou Institute of Energy Conversion,Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Zhang, Yanhui,Song, Wenji,Lin, Shili,et al. A novel model of the initial state of charge estimation for LiFePO4 batteries[J]. JOURNAL OF POWER SOURCES,2014,248:1028-1033.
APA Zhang, Yanhui,Song, Wenji,Lin, Shili,&Feng, Ziping.(2014).A novel model of the initial state of charge estimation for LiFePO4 batteries.JOURNAL OF POWER SOURCES,248,1028-1033.
MLA Zhang, Yanhui,et al."A novel model of the initial state of charge estimation for LiFePO4 batteries".JOURNAL OF POWER SOURCES 248(2014):1028-1033.
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