电测与仪表2016，Vol.53Issue(13)：5-9,5.
影响锂离子电池 SOC 因素的灰色关联分析
Grey incidence analysis for affecting factors of lithium-ion battery SOC
摘要
Abstract
The state of charge ( SOC) is affected by the current, open-circuit voltage, ambient temperature and other factors.The grey relation analysis of grey theory is proposed to determine the degrees of grey relation(r) of each factor with SOC.The grey relation analysis model is built for analyzing the discharge experimental data of lithium-ion battery which were under different working conditions.The results of experimental data show that the degrees of grey relation of these factors on the SOC changing are as follows:discharge current has the most significant influence on the SOC ( r=0.869 0), the impact of open-circuit voltage (r =0.600 5) is the second and the impact of ambient temperature ( r=0.583 1) is the minimal.These results verify the grey relation analysis model can calculate and quantify the im-pact of each factor which is related to SOC.This research can provide a basis for establishing the model of SOC esti-mation and improve the estimation accuracy of battery SOC in the future.关键词
电池剩余电量/灰色理论/灰色关联分析/锂离子电池Key words
remaining power of battery/grey theory/grey relation analysis/lithium-ion battery分类
信息技术与安全科学引用本文复制引用
陈琳,田彬彬,林伟龙,李君子,潘海鸿..影响锂离子电池 SOC 因素的灰色关联分析[J].电测与仪表,2016,53(13):5-9,5.基金项目
国家自然科学基金资助项目（51267002）；广西自然科学基金资助项目 （）
