电工技术学报  2019, Vol. 34 Issue (zk1): 396-404    DOI: 10.19595/j.cnki.1000-6753.tces.L80428
储能系统及优化配置 |
基于参数反馈的城轨交通超级电容健康状态估算
信月, 杨中平, 林飞, 诸斐琴
北京交通大学电气工程学院 北京 100044
Research on State of Health Estimation of Supercapacitor in Urban Rail Transit Based on Parameter Feedback
Xin Yue, Yang Zhongping, Lin Fei, Zhu Feiqin
School of Electrical Engineering Beijing Jiaotong University Beijing 100044 China
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摘要 随着城轨交通超级电容储能系统应用的日益广泛,其寿命问题引起了很大的关注。由于超级电容的寿命与其承受的电压、电流和温度密切相关,本文基于超级电容的电、热模型和高温加速寿命测试,提出一种超级电容健康状态估算模型。首先利用Arbin测试仪对超级电容进行恒电流充放电测试以辨识其电、热模型参数,基于北京地铁某线路典型工况下的电流曲线在80℃恒温箱中对超级电容进行加速循环寿命测试,并对容量进行监测。经过587次循环后,容量衰减为初始值的96.02%。根据测试结果计算得到超级电容健康状态估算模型参数,结合等效电路模型和热模型对超级电容的健康状态进行仿真分析,同时将容量C和等效串联电阻ESR实时反馈修正模型参数。最后在90℃恒温箱中进行加速寿命测试,容量C的实验测试结果与仿真结果之间的最大误差小于2%,验证了所提出的健康状态估算模型的准确性。
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信月
杨中平
林飞
诸斐琴
关键词 城轨交通超级电容健康状态估算寿命模型高温加速寿命测试    
Abstract:With the increasingly widespread use of supercapacitor energy storage system for urban rail transit, its life expectancy has attracted great attention. Since the lifetime of the supercapacitor (SC) is closely related to the voltage, current, and temperature it withstands, a new state of health (SOH) estimation model of SC is proposed based on the electric and thermal models of the SC and accelerated life testing at high temperatures. First, the SC was charged and discharged by a constant current through the Arbin instrument to identify parameters of electrical and thermal models. Based on the current curve under a typical condition of a Beijing subway line, an accelerated cycle life test was performed on the SC in a temperature chamber at 80℃ and the capacity C was monitored. After 587 cycles, the capacity C is reduced to 96.02% of the initial value. The parameters of the SOH estimation model are calculated according to the testing results. The equivalent circuit model and the thermal model are used to simulate the SOH of the SC. Meanwhile, the capacity C and equivalent series resistance (ESR) are fed back in real-time to correct the model parameters. Finally, a high temperature accelerated life test was conducted in a temperature chamber at 90℃. The maximum error of capacity C between the experimental results and the simulation results is less than 2%, which verifies the accuracy of the proposed SOH estimation model.
Key wordsUrban rail transit    supercapacitor    state of health (SOH) estimation    life model    high temperature accelerated life test   
收稿日期: 2018-07-01      出版日期: 2019-07-29
PACS: TM921  
基金资助:国家自然科学基金(51407188)和湖北省自然科学基金(4251181110)资助项目
通讯作者: 朱鹏,男,1984年生,讲师,博士,研究方向为电力电子与电力传动。E-mail:zhupeng840608@163.com   
作者简介: 杨中平,男,1970年生,教授,博士生导师,研究方向为轨道交通电力牵引传动、节能、高速列车系统优化设计等。E-mail:zhpyang@bjtu.edu.cn
引用本文:   
信月, 杨中平, 林飞, 诸斐琴. 基于参数反馈的城轨交通超级电容健康状态估算[J]. 电工技术学报, 2019, 34(zk1): 396-404. Xin Yue, Yang Zhongping, Lin Fei, Zhu Feiqin. Research on State of Health Estimation of Supercapacitor in Urban Rail Transit Based on Parameter Feedback. Transactions of China Electrotechnical Society, 2019, 34(zk1): 396-404.
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