Detection of Internal Short Circuit for Lithium-ion Battery Using Convolutional Neural Networks with Data Pre-processing

2019 ◽  
Vol 7 (1) ◽  
pp. 6-11
Author(s):  
Minhwan Seo ◽  
◽  
Teadong Goh ◽  
Minjun Park ◽  
Sang Woo Kim
Keyword(s):  
Neural Networks ◽  
Lithium Ion Battery ◽  
Convolutional Neural Networks ◽  
Short Circuit ◽  
Lithium Ion ◽  
Internal Short Circuit

Fusing Phenomenon of Lithium-Ion Battery Internal Short Circuit

2017 ◽  
Vol 164 (12) ◽  
pp. A2738-A2745 ◽  
Author(s):  
Mingxuan Zhang ◽  
Lishuo Liu ◽  
Anna Stefanopoulou ◽  
Janson Siegel ◽  
Languang Lu ◽  
...  
Keyword(s):  
Lithium Ion Battery ◽  
Short Circuit ◽  
Lithium Ion ◽  
Internal Short Circuit

scholarly journals Online internal short circuit detection for a large format lithium ion battery

2016 ◽  
Vol 161 ◽  
pp. 168-180 ◽  
Author(s):  
Xuning Feng ◽  
Caihao Weng ◽  
Minggao Ouyang ◽  
Jing Sun
Keyword(s):  
Lithium Ion Battery ◽  
Short Circuit ◽  
Lithium Ion ◽  
Large Format ◽  
Internal Short Circuit

Electrical and thermal interplay in lithium‐ion battery internal short circuit and safety protection

2020 ◽  
Vol 44 (8) ◽  
pp. 6745-6757 ◽  
Author(s):  
Mingbiao Chen ◽  
Shili Lin ◽  
Wenji Song ◽  
Jie Lv ◽  
Ziping Feng
Keyword(s):  
Lithium Ion Battery ◽  
Short Circuit ◽  
Lithium Ion ◽  
Safety Protection ◽  
Internal Short Circuit

scholarly journals Detection of Internal Short Circuit in Lithium Ion Battery Using Model-Based Switching Model Method

Energies ◽  
2017 ◽  
Vol 10 (1) ◽  
pp. 76 ◽  
Author(s):  
Minhwan Seo ◽  
Taedong Goh ◽  
Minjun Park ◽  
Gyogwon Koo ◽  
Sang Kim
Keyword(s):  
Lithium Ion Battery ◽  
Short Circuit ◽  
Lithium Ion ◽  
Switching Model ◽  
Model Method ◽  
Model Based ◽  
Internal Short Circuit
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