scholarly journals Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Health Indicator and Gaussian Process Regression Model

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 39474-39484 ◽  
Author(s):  
Jian Liu ◽  
Ziqiang Chen
Keyword(s):  
Regression Model ◽  
Gaussian Process ◽  
Lithium Ion Batteries ◽  
Life Prediction ◽  
Gaussian Process Regression ◽  
Lithium Ion ◽  
Remaining Useful Life ◽  
Health Indicator ◽  
Useful Life

Remaining useful life prediction for lithium-ion batteries based on an integrated health indicator

2018 ◽  
Vol 88-90 ◽  
pp. 1189-1194 ◽  
Author(s):  
Yongquan Sun ◽  
Xueling Hao ◽  
Michael Pecht ◽  
Yapeng Zhou
Keyword(s):  
Lithium Ion Batteries ◽  
Life Prediction ◽  
Lithium Ion ◽  
Remaining Useful Life ◽  
Health Indicator ◽  
Integrated Health ◽  
Useful Life

A lithium-ion battery remaining useful life prediction method based on the incremental capacity analysis and Gaussian process regression

2021 ◽  
Vol 127 ◽  
pp. 114405
Author(s):  
Xiaoqiong Pang ◽  
Xiaoyan Liu ◽  
Jianfang Jia ◽  
Jie Wen ◽  
Yuanhao Shi ◽  
...  
Keyword(s):  
Gaussian Process ◽  
Lithium Ion Battery ◽  
Life Prediction ◽  
Prediction Method ◽  
Gaussian Process Regression ◽  
Lithium Ion ◽  
Remaining Useful Life ◽  
Capacity Analysis ◽  
Incremental Capacity ◽  
Useful Life

A novel health indicator for on-line lithium-ion batteries remaining useful life prediction

2016 ◽  
Vol 321 ◽  
pp. 1-10 ◽  
Author(s):  
Yapeng Zhou ◽  
Miaohua Huang ◽  
Yupu Chen ◽  
Ye Tao
Keyword(s):  
Lithium Ion Batteries ◽  
Life Prediction ◽  
Lithium Ion ◽  
Remaining Useful Life ◽  
Health Indicator ◽  
On Line ◽  
Useful Life

scholarly journals A critical review of improved deep learning methods for the remaining useful life prediction of lithium-ion batteries

2021 ◽  
Vol 7 ◽  
pp. 5562-5574 ◽  
Author(s):  
Shunli Wang ◽  
Siyu Jin ◽  
Dekui Bai ◽  
Yongcun Fan ◽  
Haotian Shi ◽  
...  
Keyword(s):  
Deep Learning ◽  
Lithium Ion Batteries ◽  
Critical Review ◽  
Life Prediction ◽  
Lithium Ion ◽  
Remaining Useful Life ◽  
Learning Methods ◽  
Useful Life
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