Online State of Health Estimation for Lithium-Ion Batteries Based on Support Vector Machine
出版年份 2018 全文链接
标题
Online State of Health Estimation for Lithium-Ion Batteries Based on Support Vector Machine
作者
关键词
-
出版物
Applied Sciences-Basel
Volume 8, Issue 6, Pages 925
出版商
MDPI AG
发表日期
2018-06-05
DOI
10.3390/app8060925
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- A lead-acid battery's remaining useful life prediction by using electrochemical model in the Particle Filtering framework
- (2017) Chao Lyu et al. ENERGY
- State-of-health monitoring of lithium-ion battery modules and packs via incremental capacity peak tracking
- (2016) Caihao Weng et al. APPLIED ENERGY
- Online state of charge estimation of lithium-ion batteries: A moving horizon estimation approach
- (2016) Jia-Ni Shen et al. CHEMICAL ENGINEERING SCIENCE
- Lithium-ion batteries remaining useful life prediction based on a mixture of empirical mode decomposition and ARIMA model
- (2016) Yapeng Zhou et al. MICROELECTRONICS RELIABILITY
- A method for state-of-charge estimation of Li-ion batteries based on multi-model switching strategy
- (2015) Yujie Wang et al. APPLIED ENERGY
- A novel multistage Support Vector Machine based approach for Li ion battery remaining useful life estimation
- (2015) Meru A. Patil et al. APPLIED ENERGY
- A Novel Feature Selection Approach Based on FODPSO and SVM
- (2015) Pedram Ghamisi et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- A naive Bayes model for robust remaining useful life prediction of lithium-ion battery
- (2014) Selina S.Y. Ng et al. APPLIED ENERGY
- Data-driven prognostic method based on Bayesian approaches for direct remaining useful life prediction
- (2014) A. Mosallam et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Review and recent advances in battery health monitoring and prognostics technologies for electric vehicle (EV) safety and mobility
- (2014) Seyed Mohammad Rezvanizaniani et al. JOURNAL OF POWER SOURCES
- Lithium-ion battery state of health monitoring and remaining useful life prediction based on support vector regression-particle filter
- (2014) Hancheng Dong et al. JOURNAL OF POWER SOURCES
- A comparative study of commercial lithium ion battery cycle life in electric vehicle: Capacity loss estimation
- (2014) Xuebing Han et al. JOURNAL OF POWER SOURCES
- A support vector machine-based state-of-health estimation method for lithium-ion batteries under electric vehicle operation
- (2014) Verena Klass et al. JOURNAL OF POWER SOURCES
- A data-driven based adaptive state of charge estimator of lithium-ion polymer battery used in electric vehicles
- (2013) Rui Xiong et al. APPLIED ENERGY
- A data-driven multi-scale extended Kalman filtering based parameter and state estimation approach of lithium-ion olymer battery in electric vehicles
- (2013) Rui Xiong et al. APPLIED ENERGY
- A robust state-of-charge estimator for multiple types of lithium-ion batteries using adaptive extended Kalman filter
- (2013) Rui Xiong et al. JOURNAL OF POWER SOURCES
- Prognostics of lithium-ion batteries based on relevance vectors and a conditional three-parameter capacity degradation model
- (2013) Dong Wang et al. JOURNAL OF POWER SOURCES
- On-board state of health monitoring of lithium-ion batteries using incremental capacity analysis with support vector regression
- (2013) Caihao Weng et al. JOURNAL OF POWER SOURCES
- Online battery state of health estimation based on Genetic Algorithm for electric and hybrid vehicle applications
- (2013) Zheng Chen et al. JOURNAL OF POWER SOURCES
- Prognostics for state of health estimation of lithium-ion batteries based on combination Gaussian process functional regression
- (2013) Datong Liu et al. MICROELECTRONICS RELIABILITY
- Health diagnosis and remaining useful life prognostics of lithium-ion batteries using data-driven methods
- (2012) Adnan Nuhic et al. JOURNAL OF POWER SOURCES
- LIBSVM
- (2012) Chih-Chung Chang et al. ACM Transactions on Intelligent Systems and Technology
- Prognostics of lithium-ion batteries based on Dempster–Shafer theory and the Bayesian Monte Carlo method
- (2011) Wei He et al. JOURNAL OF POWER SOURCES
- A review on prognostics and health monitoring of Li-ion battery
- (2011) Jingliang Zhang et al. JOURNAL OF POWER SOURCES
- Modeling the capacity degradation of LiFePO4/graphite batteries based on stress coupling analysis
- (2011) Zhe Li et al. JOURNAL OF POWER SOURCES
- Cycle-life model for graphite-LiFePO4 cells
- (2010) John Wang et al. JOURNAL OF POWER SOURCES
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