Internal short circuit detection in Li-ion batteries using supervised machine learning
出版年份 2020 全文链接
标题
Internal short circuit detection in Li-ion batteries using supervised machine learning
作者
关键词
-
出版物
Scientific Reports
Volume 10, Issue 1, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2020-01-28
DOI
10.1038/s41598-020-58021-7
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Lithium-ion battery charging management considering economic costs of electrical energy loss and battery degradation
- (2019) Kailong Liu et al. ENERGY CONVERSION AND MANAGEMENT
- A Novel Multi-Class EEG-Based Sleep Stage Classification System
- (2018) Pejman Memar et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Analysis on the Fault Features for Internal Short Circuit Detection Using an Electrochemical-Thermal Coupled Model
- (2018) X. Feng et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Fracture mechanics modelling of lithium-ion batteries under pinch torsion test
- (2018) V. Vijayaraghavan et al. MEASUREMENT
- Charging Pattern Optimization for Lithium-Ion Batteries with An Electrothermal-Aging Model
- (2018) IEEE Transactions on Industrial Informatics
- Detection of Internal Short Circuit in Lithium Ion Battery Using Model-Based Switching Model Method
- (2017) Minhwan Seo et al. Energies
- A comprehensive study on Li-ion battery nail penetrations and the possible solutions
- (2017) Rui Zhao et al. ENERGY
- Failure behaviours of 100% SOC lithium-ion battery modules under different impact loading conditions
- (2017) Yong Xia et al. ENGINEERING FAILURE ANALYSIS
- Image Classification Using RapidEye Data: Integration of Spectral and Textual Features in a Random Forest Classifier
- (2017) Huanxue Zhang et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Fault Diagnosis of a Rolling Bearing Using Wavelet Packet Denoising and Random Forests
- (2017) Ziwei Wang et al. IEEE SENSORS JOURNAL
- Mechanical damage in a lithium-ion pouch cell under indentation loads
- (2017) Hailing Luo et al. JOURNAL OF POWER SOURCES
- Constitutive behavior and progressive mechanical failure of electrodes in lithium-ion batteries
- (2017) Chao Zhang et al. JOURNAL OF POWER SOURCES
- A correlation based fault detection method for short circuits in battery packs
- (2017) Bing Xia et al. JOURNAL OF POWER SOURCES
- Finite element model approach of a cylindrical lithium ion battery cell with a focus on minimization of the computational effort and short circuit prediction
- (2017) Marco Raffler et al. JOURNAL OF POWER SOURCES
- Thermal runaway detection of cylindrical 18650 lithium-ion battery under quasi-static loading conditions
- (2017) Muhammad Sheikh et al. JOURNAL OF POWER SOURCES
- A Simulation Framework for Battery Cell Impact Safety Modeling Using LS-DYNA
- (2017) James Marcicki et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Investigation of effects of design parameters on the internal short-circuit in cylindrical lithium-ion batteries
- (2017) Jun Xu et al. RSC Advances
- Online internal short circuit detection for a large format lithium ion battery
- (2016) Xuning Feng et al. APPLIED ENERGY
- Integrated computation model of lithium-ion battery subject to nail penetration
- (2016) Binghe Liu et al. APPLIED ENERGY
- Computational models for simulations of lithium-ion battery modules under quasi-static and dynamic constrained compression tests
- (2016) Catherine M. Amodeo et al. INTERNATIONAL JOURNAL OF CRASHWORTHINESS
- Calculation of the state of safety (SOS) for lithium ion batteries
- (2016) Eliud Cabrera-Castillo et al. JOURNAL OF POWER SOURCES
- Deformation and failure mechanisms of 18650 battery cells under axial compression
- (2016) Juner Zhu et al. JOURNAL OF POWER SOURCES
- Deformation and failure characteristics of four types of lithium-ion battery separators
- (2016) Xiaowei Zhang et al. JOURNAL OF POWER SOURCES
- Impact modeling of cylindrical lithium-ion battery cells: a heterogeneous approach
- (2016) Mehdi Gilaki et al. JOURNAL OF POWER SOURCES
- Communication—Indentation of Li-Ion Pouch Cell: Effect of Material Homogenization on Prediction of Internal Short Circuit
- (2016) A. Kumar et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Li-ion Battery Separators, Mechanical Integrity and Failure Mechanisms Leading to Soft and Hard Internal Shorts
- (2016) Xiaowei Zhang et al. Scientific Reports
- Mechanism of the entire overdischarge process and overdischarge-induced internal short circuit in lithium-ion batteries
- (2016) Rui Guo et al. Scientific Reports
- Adaptive Nonlinear Model-Based Fault Diagnosis of Li-Ion Batteries
- (2015) Amardeep Sidhu et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Internal short circuit detection for battery pack using equivalent parameter and consistency method
- (2015) Minggao Ouyang et al. JOURNAL OF POWER SOURCES
- A representative-sandwich model for simultaneously coupled mechanical-electrical-thermal simulation of a lithium-ion cell under quasi-static indentation tests
- (2015) Chao Zhang et al. JOURNAL OF POWER SOURCES
- Coupled mechanical-electrical-thermal modeling for short-circuit prediction in a lithium-ion cell under mechanical abuse
- (2015) Chao Zhang et al. JOURNAL OF POWER SOURCES
- Fault Current Measurements during Crush Testing of Electrically Parallel Lithium-Ion Battery Modules
- (2015) J. Marcicki et al. ECS Electrochemistry Letters
- Damage of cells and battery packs due to ground impact
- (2014) Yong Xia et al. JOURNAL OF POWER SOURCES
- Failure analysis of pinch–torsion tests as a thermal runaway risk evaluation method of Li-ion cells
- (2014) Yuzhi Xia et al. JOURNAL OF POWER SOURCES
- Fully automated recognition of spontaneous facial expressions in videos using random forest classifiers
- (2014) Mostafa K. Abd El Meguid et al. IEEE Transactions on Affective Computing
- Simultaneous Fault Isolation and Estimation of Lithium-Ion Batteries via Synthesized Design of Luenberger and Learning Observers
- (2013) Wen Chen et al. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
- Mechanical behavior of representative volume elements of lithium-ion battery cells under compressive loading conditions
- (2013) Wei-Jen Lai et al. JOURNAL OF POWER SOURCES
- Multi-scale object-based image analysis and feature selection of multi-sensor earth observation imagery using random forests
- (2012) Dennis C. Duro et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- A comparative study of equivalent circuit models for Li-ion batteries
- (2011) Xiaosong Hu et al. JOURNAL OF POWER SOURCES
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