State of charge;
Estimation;
Optimization;
Current measurement;
Voltage measurement;
Adaptation models;
Mathematical model;
lithium ion battery;
battery management;
current sensor-free;
input estimation;
HEALTH ESTIMATION;
KALMAN FILTER;
D O I:
10.1109/TPEL.2021.3068725
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
The installation of current sensors on lithium-ion batteries (LIBs) can be challenging due to practical constraints in specific applications like portable electronics and smart batteries. Motivated by this, our letter proposes a method for online load current and state-of-charge (SOC) coestimation, which mitigates the need of installing the current sensor for LIB management. The essence is to transform the state observation into a constrained optimization problem, which is solved numerically in a moving horizon framework to allow the online coestimation of SOC and input current. Experimental results suggest that the proposed method can coestimate the load current and SOC of LIB precisely even if the current sensor is absent. The encouraging results are insightful for reducing the structural complexity and cost of future LIB utilization.
机构:
Chongqing Univ, Dept Automot Engn, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R ChinaChongqing Univ, Dept Automot Engn, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China
Hu, Xiaosong
Jiang, Haifu
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机构:
Beijing Inst Technol, Natl Engn Lab Elect Vehicles, Beijing 100081, Peoples R ChinaChongqing Univ, Dept Automot Engn, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China
Jiang, Haifu
Feng, Fei
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Univ, Dept Automot Engn, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R ChinaChongqing Univ, Dept Automot Engn, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China
Feng, Fei
Liu, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Changan New Energy Vehicle Technol Co L, Chongqing 401120, Peoples R ChinaChongqing Univ, Dept Automot Engn, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China
机构:
Chongqing Univ, Dept Automot Engn, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R ChinaChongqing Univ, Dept Automot Engn, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China
Hu, Xiaosong
Jiang, Haifu
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Inst Technol, Natl Engn Lab Elect Vehicles, Beijing 100081, Peoples R ChinaChongqing Univ, Dept Automot Engn, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China
Jiang, Haifu
Feng, Fei
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Univ, Dept Automot Engn, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R ChinaChongqing Univ, Dept Automot Engn, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China
Feng, Fei
Liu, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Changan New Energy Vehicle Technol Co L, Chongqing 401120, Peoples R ChinaChongqing Univ, Dept Automot Engn, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China