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Estimation of Battery State of Charge With H-infinity Observer: Applied to a Robot for Inspecting Power Transmission Lines
Zhang F(张飞); Liu GJ(刘光军); Fang LJ(房立金); Wang HG(王洪光)
作者部门空间自动化技术研究室
关键词Battery H-infinity Observer Inspection Robot Kalman Filter (Kf) Power Transmission Lines State Of Charge (Soc)
发表期刊IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
ISSN0278-0046
2012
卷号59期号:2页码:1086-1095
收录类别SCI ; EI
EI收录号20114314456377
WOS记录号WOS:000296014800043
产权排序1
摘要Battery state-of-charge (SOC) estimation is essential for a mobile robot, such as inspection of power transmission lines. It is often estimated using a Kalman filter (KF) under the assumption that the statistical properties of the system and measurement errors are known. Otherwise, the SOC estimation error may be large or even divergent. In this paper, without the requirement of the known statistical properties, a SOC estimation method is proposed using an H-infinity observer, which can still guarantee the SOC estimation accuracy in the worst statistical error case. Under the conditions of different currents and temperatures, the effectiveness of the proposed method is verified in the laboratory and field environments. With the comparison of the proposed method and the KF-based one, the experimental results show that the proposed method can still provide accurate SOC estimation when there exist inexact or unknown statistical properties of the errors. The proposed method has been applied successfully to the robot for inspecting the running 500-kV extra high voltage power transmission lines.
语种英语
WOS标题词Science & Technology ; Technology
WOS类目Automation & Control Systems ; Engineering, Electrical & Electronic ; Instruments & Instrumentation
关键词[WOS]LITHIUM-ION BATTERIES ; OF-CHARGE ; ELECTRIC VEHICLES ; KALMAN FILTER ; SYSTEMS ; NETWORKS ; MODEL
WOS研究方向Automation & Control Systems ; Engineering ; Instruments & Instrumentation
引用统计
被引频次:92[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/9913
专题空间自动化技术研究室
通讯作者Zhang F(张飞)
作者单位1.Graduate School of Chinese Academy of Sciences, Beijing 100049, China
2.Department of Aerospace Engineering, Ryerson University, Toronto, ON M5B 2K3, Canada
3.School of Mechanical Engineering and Automation, Northeastern University, Shenyang 110004, China
4.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
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GB/T 7714
Zhang F,Liu GJ,Fang LJ,et al. Estimation of Battery State of Charge With H-infinity Observer: Applied to a Robot for Inspecting Power Transmission Lines[J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS,2012,59(2):1086-1095.
APA Zhang F,Liu GJ,Fang LJ,&Wang HG.(2012).Estimation of Battery State of Charge With H-infinity Observer: Applied to a Robot for Inspecting Power Transmission Lines.IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS,59(2),1086-1095.
MLA Zhang F,et al."Estimation of Battery State of Charge With H-infinity Observer: Applied to a Robot for Inspecting Power Transmission Lines".IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 59.2(2012):1086-1095.
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