scholarly journals Analysis of Three-dimensional Porous Network Structure of Li-ion Battery Electrodes

2015 ◽  
Vol 83 (1) ◽  
pp. 2-6 ◽  
Author(s):  
Hitoshi FUKUMITSU ◽  
Kenji TERADA ◽  
Shogo SUEHIRO ◽  
Katsuhiko TAKI ◽  
Yongsung CHEON
Keyword(s):  
Network Structure ◽  
Three Dimensional ◽  
Li Ion Battery ◽  
Porous Network ◽  
Li Ion

Effect of Porosity on Cycle Performance in Three-Dimensional Disk Electrode for Li Ion Battery

2011 ◽  
Vol 50 (10) ◽  
pp. 100201
Author(s):  
Cheol-Woo Ahn ◽  
Byung-Dong Hahn ◽  
Dong-Soo Park ◽  
Yung-Eun Sung
Keyword(s):  
Three Dimensional ◽  
Cycle Performance ◽  
Li Ion Battery ◽  
Disk Electrode ◽  
Li Ion

Silicon Diphosphide: A Si-Based Three-Dimensional Crystalline Framework as a High-Performance Li-Ion Battery Anode

ACS Nano ◽  
2016 ◽  
Vol 10 (6) ◽  
pp. 5701-5709 ◽  
Author(s):  
Hyuk-Tae Kwon ◽  
Churl Kyoung Lee ◽  
Ki-Joon Jeon ◽  
Cheol-Min Park
Keyword(s):  
High Performance ◽  
Three Dimensional ◽  
Li Ion Battery ◽  
Li Ion ◽  
Battery Anode

Contactless Li-Ion Battery Voltage Detection by Using Walabot and Machine Learning

2019 ◽  
Author(s):  
Yanan Wang ◽  
Haoyu Niu ◽  
Tiebiao Zhao ◽  
Xiaozhong Liao ◽  
Lei Dong ◽  
...  
Keyword(s):  
Machine Learning ◽  
Gradient Descent ◽  
Learning Algorithm ◽  
Three Dimensional ◽  
Lithium Ion ◽  
Principal Component ◽  
Stochastic Gradient Descent ◽  
Li Ion Battery ◽  
Linear Discriminant ◽  
Li Ion

Abstract This paper has proposed a contactless voltage classification method for Lithium-ion batteries (LIBs). With a three-dimensional radio-frequency based sensor called Walabot, voltage data of LIBs can be collected in a contactless way. Then three machine learning algorithm, that is, principal component analysis (PCA), linear discriminant analysis (LDA), and stochastic gradient descent (SGD) classifiers, have been employed for data processing. Experiments and comparison have been conducted to verify the proposed method. The colormaps of results and prediction accuracy show that LDA may be most suitable for LIBs voltage classification.

scholarly journals Maximum Li storage in Si nanowires for the high capacity three-dimensional Li-ion battery

2010 ◽  
Vol 96 (5) ◽  
pp. 053110 ◽  
Author(s):  
Kibum Kang ◽  
Hyun-Seung Lee ◽  
Dong-Wook Han ◽  
Gil-Sung Kim ◽  
Donghun Lee ◽  
...  
Keyword(s):  
Three Dimensional ◽  
High Capacity ◽  
Li Ion Battery ◽  
Si Nanowires ◽  
Li Ion ◽  
Li Storage
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