Data Science Approaches for Electrochemical Engineers: An Introduction through Surrogate Model Development for Lithium-Ion Batteries

2018 ◽  
Vol 165 (2) ◽  
pp. A1-A15 ◽  
Author(s):  
Neal Dawson-Elli ◽  
Seong Beom Lee ◽  
Manan Pathak ◽  
Kishalay Mitra ◽  
Venkat R. Subramanian
Keyword(s):  
Lithium Ion Batteries ◽  
Surrogate Model ◽  
Data Science ◽  
Model Development ◽  
Lithium Ion

scholarly journals The Process Model Development of Lithium-ion Batteries: An Electrochemical Impedance Spectroscopy Simulation

2020 ◽  
Author(s):  
Salim Erol
Keyword(s):  
Electrochemical Impedance Spectroscopy ◽  
Impedance Spectroscopy ◽  
Lithium Ion Batteries ◽  
Process Model ◽  
Electrochemical Impedance ◽  
Model Development ◽  
Lithium Ion ◽  
Electrochemical Process ◽  
Electrical Circuit ◽  
Battery Electrode

In this study, a simulation of an electrochemical impedance spectroscopy for lithium-ion batteries was proposed. The electrochemical process was developed from battery electrode kinetics and mass transfer of mobile Li+ ion through negative and positive electrodes and electrolyte. The phenomena used in this process were represented by an equivalent electrical circuit. A mathematical model was designed using the equivalent circuit and its elements which are in fact battery parameters. The parameter values were presented as compared with real experimental impedance result.

Aging model development based on multidisciplinary parameters for lithium‐ion batteries

2019 ◽  
Vol 44 (4) ◽  
pp. 2801-2818 ◽  
Author(s):  
Akhil Garg ◽  
Su Shaosen ◽  
Liang Gao ◽  
Xiongbin Peng ◽  
Prashant Baredar
Keyword(s):  
Lithium Ion Batteries ◽  
Model Development ◽  
Lithium Ion ◽  
Aging Model

CuS2 sheets: a hidden anode material with a high capacity for sodium-ion batteries

2021 ◽  
Author(s):  
Shaohua Lu ◽  
Weidong Hu ◽  
Xiaojun Hu
Keyword(s):  
Lithium Ion Batteries ◽  
Anode Material ◽  
Low Cost ◽  
High Capacity ◽  
Lithium Ion ◽  
Sodium Ion ◽  
Sodium Ion Batteries

Due to their low cost and improved safety compared to lithium-ion batteries, sodium-ion batteries have attracted worldwide attention in recent decades.

Synthesis and study of carbon nanostructured additives for lithium-ion batteries

2018 ◽  
Vol 125 (4) ◽  
pp. 8-13
Author(s):  
А.Б. Абдрахманова ◽  
◽  
В. А. Кривченко ◽  
Н. М. Омарова
Keyword(s):  
Lithium Ion Batteries ◽  
Lithium Ion

TMR Magnetic Sensor Array Module for Detecting Leakage Current in Lithium-ion Batteries

2017 ◽  
Vol 137 (8) ◽  
pp. 481-486
Author(s):  
Junichi Hayasaka ◽  
Kiwamu Shirakawa ◽  
Nobukiyo Kobayashi ◽  
Kenichi Arai ◽  
Nobuaki Otake ◽  
...  
Keyword(s):  
Lithium Ion Batteries ◽  
Leakage Current ◽  
Sensor Array ◽  
Lithium Ion ◽  
Magnetic Sensor
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