Parameter Estimation for Thermal Runaway of Li-ion cells: a Gaussian Process approach

2019 ◽  
pp. 775-780 ◽  
Author(s):  
Robert Milton ◽  
Peter Bugryniec ◽  
Solomon Brown
Keyword(s):  
Parameter Estimation ◽  
Gaussian Process ◽  
Thermal Runaway ◽  
Process Approach ◽  
Li Ion

scholarly journals Constant-rate heating-induced thermal runaway in 18650-type Li-ion cells charged/discharged at 1 °C: Effect of undischargeable Li at anode

2021 ◽  
Vol 505 ◽  
pp. 230082
Author(s):  
Shuo Li ◽  
Sayoko Shironita ◽  
Yoshitsugu Sone ◽  
Eiji Hosono ◽  
Daisuke Asakura ◽  
...  
Keyword(s):  
Thermal Runaway ◽  
Constant Rate ◽  
Li Ion

scholarly journals Mechanical abuse simulation and thermal runaway risks of large-format Li-ion batteries

2017 ◽  
Vol 342 ◽  
pp. 913-920 ◽  
Author(s):  
Hsin Wang ◽  
Edgar Lara-Curzio ◽  
Evan T. Rule ◽  
Clinton S. Winchester
Keyword(s):  
Thermal Runaway ◽  
Li Ion Batteries ◽  
Large Format ◽  
Li Ion

scholarly journals Understanding Li-Ion Cell Internal Short Circuit and Thermal Runaway through Small, Slow and In Situ Sensing Nail Penetration

2020 ◽  
Vol 167 (9) ◽  
pp. 090526
Author(s):  
Shan Huang ◽  
Xiaoniu Du ◽  
Mark Richter ◽  
Jared Ford ◽  
Gabriel M. Cavalheiro ◽  
...  
Keyword(s):  
Short Circuit ◽  
Thermal Runaway ◽  
In Situ Sensing ◽  
Li Ion ◽  
Internal Short Circuit

scholarly journals Li-Ion Batteries Parameter Estimation With Tiny Neural Networks Embedded on Intelligent IoT Microcontrollers

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 122135-122146
Author(s):  
Giulia Crocioni ◽  
Danilo Pau ◽  
Jean-Michel Delorme ◽  
Giambattista Gruosso
Keyword(s):  
Neural Networks ◽  
Parameter Estimation ◽  
Li Ion Batteries ◽  
Li Ion
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