Intelligent algorithms and control strategies for battery management system in electric vehicles: Progress, challenges and future outlook
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Intelligent algorithms and control strategies for battery management system in electric vehicles: Progress, challenges and future outlook
Authors
Keywords
Battery management system, Lithium-ion batteries, Electric vehicle, Thermal management, Fault diagnosis, Battery equalization
Journal
JOURNAL OF CLEANER PRODUCTION
Volume -, Issue -, Pages 126044
Publisher
Elsevier BV
Online
2021-01-20
DOI
10.1016/j.jclepro.2021.126044
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- A hybrid statistical data-driven method for on-line joint state estimation of lithium-ion batteries
- (2020) Yuchen Song et al. APPLIED ENERGY
- Equalization of series connected lithium‐ion batteries based on back propagation neural network and fuzzy logic control
- (2020) Biao Wang et al. INTERNATIONAL JOURNAL OF ENERGY RESEARCH
- Lithium-ion batteries fault diagnostic for electric vehicles using sample entropy analysis method
- (2020) Xiaoyu Li et al. Journal of Energy Storage
- Co-estimation of state of charge and state of power for lithium-ion batteries based on fractional variable-order model
- (2020) Xin Lai et al. JOURNAL OF CLEANER PRODUCTION
- State-of-health estimation and remaining useful life prediction for the lithium-ion battery based on a variant long short term memory neural network
- (2020) Penghua Li et al. JOURNAL OF POWER SOURCES
- Toward Enhanced State of Charge Estimation of Lithium-ion Batteries Using Optimized Machine Learning Techniques
- (2020) M. A. Hannan et al. Scientific Reports
- Computational modelling of thermal runaway propagation potential in lithium iron phosphate battery packs
- (2020) Peter J. Bugryniec et al. Energy Reports
- A noise-tolerant model parameterization method for lithium-ion battery management system
- (2020) Zhongbao Wei et al. APPLIED ENERGY
- Battery Management Systems—Challenges and Some Solutions
- (2020) Balakumar Balasingam et al. Energies
- State-of-charge estimation of lithium-ion batteries using LSTM and UKF
- (2020) Fangfang Yang et al. ENERGY
- Data-driven state of charge estimation for lithium-ion battery packs based on Gaussian process regression
- (2020) Zhongwei Deng et al. ENERGY
- State of health estimation for Li-ion battery via partial incremental capacity analysis based on support vector regression
- (2020) Xiaoyu Li et al. ENERGY
- A review of the state of health for lithium-ion batteries: Research status and suggestions
- (2020) Huixin Tian et al. JOURNAL OF CLEANER PRODUCTION
- What is stopping the automotive industry from going green? A systematic review of barriers to green innovation in the automotive industry
- (2020) Paulin Gohoungodji et al. JOURNAL OF CLEANER PRODUCTION
- Multi-time-scale framework for prognostic health condition of lithium battery using modified Gaussian process regression and nonlinear regression
- (2020) Xiaoyu Li et al. JOURNAL OF POWER SOURCES
- An adaptive fusion estimation algorithm for state of charge of lithium-ion batteries considering wide operating temperature and degradation
- (2020) Xing Shu et al. JOURNAL OF POWER SOURCES
- Control, regulation and optimization of bidirectional energy flows for electric vehicles’ charging and discharging
- (2020) Ghimar Merhy et al. Sustainable Cities and Society
- Uncertainty-aware state estimation for electrochemical model-based fast charging control of lithium-ion batteries
- (2020) Florian Ringbeck et al. JOURNAL OF POWER SOURCES
- Lithium-ion battery aging mechanisms and diagnosis method for automotive applications: Recent advances and perspectives
- (2020) Rui Xiong et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- A comprehensive review of battery modeling and state estimation approaches for advanced battery management systems
- (2020) Yujie Wang et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- State of Charge Estimation in Lithium-Ion Batteries: A Neural Network Optimization Approach
- (2020) M. S. Hossain Lipu et al. Electronics
- An Intelligent Fault Diagnosis Method for Lithium Battery Systems Based on Grid Search Support Vector Machine
- (2020) Lei Yao et al. ENERGY
- Noise-Immune Model Identification and State-of-Charge Estimation for Lithium-Ion Battery Using Bilinear Parameterization
- (2020) Zhongbao Wei et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- The value of thermal management control strategies for battery energy storage in grid decarbonization: Issues and recommendations
- (2020) M.A. Hannan et al. JOURNAL OF CLEANER PRODUCTION
- Data-driven state of charge estimation of lithium-ion batteries: Algorithms, implementation factors, limitations and future trends
- (2020) M.S. Hossain Lipu et al. JOURNAL OF CLEANER PRODUCTION
- Elman neural network using ant colony optimization algorithm for estimating of state of charge of lithium-ion battery
- (2020) Xiaobo Zhao et al. Journal of Energy Storage
- Multi-objective optimization of thermal performance in battery system using genetic and particle swarm algorithm combined with fuzzy logics
- (2020) Asif Afzal et al. Journal of Energy Storage
- Intelligent state of health estimation for lithium-ion battery pack based on big data analysis
- (2020) Lingjun Song et al. Journal of Energy Storage
- A multi-fault diagnostic method based on an interleaved voltage measurement topology for series connected battery packs
- (2019) Yongzhe Kang et al. JOURNAL OF POWER SOURCES
- Feature parameter extraction and intelligent estimation of the State-of-Health of lithium-ion batteries
- (2019) Yuanwang Deng et al. ENERGY
- Towards a Smarter Battery Management System for Electric Vehicle Applications: A Critical Review of Lithium-Ion Battery State of Charge Estimation
- (2019) Muhammad Umair Ali et al. Energies
- An Approach to State of Charge Estimation of Lithium-Ion Batteries Based on Recurrent Neural Networks with Gated Recurrent Unit
- (2019) Chaoran Li et al. Energies
- Investigation of Internal Short Circuits of Lithium-Ion Batteries under Mechanical Abusive Conditions
- (2019) Sheng Yang et al. Energies
- State-of-charge estimation of lithium-ion batteries based on gated recurrent neural network
- (2019) Fangfang Yang et al. ENERGY
- A review on battery management system from the modeling efforts to its multiapplication and integration
- (2019) Ming Shen et al. INTERNATIONAL JOURNAL OF ENERGY RESEARCH
- New fast charging method of lithium-ion batteries based on a reduced order electrochemical model considering side reaction
- (2019) Yilin Yin et al. JOURNAL OF POWER SOURCES
- Extreme Learning Machine Model for State-of-Charge Estimation of Lithium-Ion Battery Using Gravitational Search Algorithm
- (2019) Molla S. Hossain Lipu et al. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS
- Analysis of technological knowledge stock and prediction of its future development potential: The case of lithium-ion batteries
- (2019) Lukas Jan Aaldering et al. JOURNAL OF CLEANER PRODUCTION
- Modeling and analysis of thermal runaway in Li-ion cell
- (2019) Z. An et al. APPLIED THERMAL ENGINEERING
- Towards a smarter battery management system: A critical review on optimal charging methods of lithium ion batteries
- (2019) Qian Lin et al. ENERGY
- Management of imbalances in parallel-connected lithium-ion battery packs
- (2019) Weiping Diao et al. Journal of Energy Storage
- Characterisation of promising phase change materials for high temperature thermal energy storage
- (2019) Rhys Jacob et al. Journal of Energy Storage
- Fault prognosis of battery system based on accurate voltage abnormity prognosis using long short-term memory neural networks
- (2019) Jichao Hong et al. APPLIED ENERGY
- Remaining useful life prediction of lithium-ion batteries based on false nearest neighbors and a hybrid neural network
- (2019) Guijun Ma et al. APPLIED ENERGY
- A model-based state-of-charge estimation method for series-connected lithium-ion battery pack considering fast-varying cell temperature
- (2019) Deyang Huang et al. ENERGY
- Stacked bidirectional long short-term memory networks for state-of-charge estimation of lithium-ion batteries
- (2019) Chong Bian et al. ENERGY
- Remaining useful life estimation of lithium-ion cells based on k-nearest neighbor regression with differential evolution optimization
- (2019) Yapeng Zhou et al. JOURNAL OF CLEANER PRODUCTION
- Does air pollution stimulate electric vehicle sales? Empirical evidence from twenty major cities in China
- (2019) Jianfeng Guo et al. JOURNAL OF CLEANER PRODUCTION
- Energy optimization of electric vehicle’s acceleration process based on reinforcement learning
- (2019) Hongwen He et al. JOURNAL OF CLEANER PRODUCTION
- Analysis of air quality and health co-benefits regarding electric vehicle promotion coupled with power plant emissions
- (2019) Wen-Yinn Lin et al. JOURNAL OF CLEANER PRODUCTION
- State-of-charge estimation of lithium-ion battery using an improved neural network model and extended Kalman filter
- (2019) Cheng Chen et al. JOURNAL OF CLEANER PRODUCTION
- Overview of model-based online state-of-charge estimation using Kalman filter family for lithium-ion batteries
- (2019) Prashant Shrivastava et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Thorough state-of-the-art analysis of electric and hybrid vehicle powertrains: Topologies and integrated energy management strategies
- (2019) Dai-Duong Tran et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- An adaptive sigma-point Kalman filter with state equality constraints for online state-of-charge estimation of a Li(NiMnCo)O2/Carbon battery using a reduced-order electrochemical model
- (2019) Yalan Bi et al. APPLIED ENERGY
- State of health estimation for Li-Ion battery using incremental capacity analysis and Gaussian process regression
- (2019) Xiaoyu Li et al. ENERGY
- Electric passenger vehicles sales and carbon dioxide emission reduction potential in China’s leading markets
- (2019) Jihu Zheng et al. JOURNAL OF CLEANER PRODUCTION
- State-of-charge sequence estimation of lithium-ion battery based on bidirectional long short-term memory encoder-decoder architecture
- (2019) Chong Bian et al. JOURNAL OF POWER SOURCES
- Remaining useful life prediction of lithium-ion batteries with adaptive unscented kalman filter and optimized support vector regression
- (2019) Zhiwei Xue et al. NEUROCOMPUTING
- A review of equalization strategies for series battery packs: variables, objectives, and algorithms
- (2019) Fei Feng et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Hardware-in-the-loop Implementation of ANFIS based Adaptive SoC Estimation of Lithium-ion Battery for Hybrid Vehicle Applications
- (2019) Krishna Veer Singh et al. Journal of Energy Storage
- Adoption of electric vehicle: A literature review and prospects for sustainability
- (2019) Rajeev Ranjan Kumar et al. JOURNAL OF CLEANER PRODUCTION
- Model-based thermal runaway prediction of lithium-ion batteries from kinetics analysis of cell components
- (2018) Dongsheng Ren et al. APPLIED ENERGY
- Active battery cell equalization based on residual available energy maximization
- (2018) Weiping Diao et al. APPLIED ENERGY
- Cloud-Based Battery Condition Monitoring and Fault Diagnosis Platform for Large-Scale Lithium-Ion Battery Energy Storage Systems
- (2018) Taesic Kim et al. Energies
- A Novel Intelligent Method for the State of Charge Estimation of Lithium-Ion Batteries Using a Discrete Wavelet Transform-Based Wavelet Neural Network
- (2018) Deyu Cui et al. Energies
- A Real-Time Simulink Interfaced Fast-Charging Methodology of Lithium-Ion Batteries under Temperature Feedback with Fuzzy Logic Control
- (2018) Muhammad Umair Ali et al. Energies
- State of the Art of Lithium-Ion Battery SOC Estimation for Electrical Vehicles
- (2018) Ruifeng Zhang et al. Energies
- Lithium-Ion Battery Prognostics with Hybrid Gaussian Process Function Regression
- (2018) Yu Peng et al. Energies
- Entropy-Based Voltage Fault Diagnosis of Battery Systems for Electric Vehicles
- (2018) Peng Liu et al. Energies
- State of charge estimation of lithium-ion batteries using optimized Levenberg-Marquardt wavelet neural network
- (2018) Bizhong Xia et al. ENERGY
- Novel battery state-of-health online estimation method using multiple health indicators and an extreme learning machine
- (2018) Haihong Pan et al. ENERGY
- Long Short-Term Memory Networks for Accurate State-of-Charge Estimation of Li-ion Batteries
- (2018) Ephrem Chemali et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Equalization of Lithium-Ion Battery Pack Based on Fuzzy Logic Control in Electric Vehicle
- (2018) Yan Ma et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Battery State-of-Charge Estimation Based on Regular/Recurrent Gaussian Process Regression
- (2018) Gozde O. Sahinoglu et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Lithium-ion battery remaining useful life prediction with Box-Cox transformation and Monte Carlo simulation
- (2018) Yongzhi Zhang et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Analysis and Optimization of Star-Structured Switched-Capacitor Equalizers for Series-Connected Battery Strings
- (2018) Yunlong Shang et al. IEEE TRANSACTIONS ON POWER ELECTRONICS
- Long short-term memory recurrent neural network for remaining useful life prediction of lithium-ion batteries
- (2018) Yongzhi Zhang et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- A fractional-order model-based battery external short circuit fault diagnosis approach for all-climate electric vehicles application
- (2018) Ruixin Yang et al. JOURNAL OF CLEANER PRODUCTION
- Fault diagnosis and quantitative analysis of micro-short circuits for lithium-ion batteries in battery packs
- (2018) Xiangdong Kong et al. JOURNAL OF POWER SOURCES
- Mechanism of Thermal Runaway in Lithium-Ion Cells
- (2018) N. E. Galushkin et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- A novel fault diagnosis method for lithium-Ion battery packs of electric vehicles
- (2018) Xiaoyu Li et al. MEASUREMENT
- Battery Management System Hardware Concepts: An Overview
- (2018) Markus Lelie et al. Applied Sciences-Basel
- Neural Network Approach for Estimating State of Charge of Lithium-Ion Battery Using Backtracking Search Algorithm
- (2018) Mahammad A. Hannan et al. IEEE Access
- An Overview on Thermal Safety Issues of Lithium-ion Batteries for Electric Vehicle Application
- (2018) Jianan Zhang et al. IEEE Access
- State-of-the-Art and Energy Management System of Lithium-Ion Batteries in Electric Vehicle Applications: Issues and Recommendations
- (2018) Mahammad A. Hannan et al. IEEE Access
- Critical Review on the Battery State of Charge Estimation Methods for Electric Vehicles
- (2018) Rui Xiong et al. IEEE Access
- Lithium-ion battery health prognosis based on a real battery management system used in electric vehicles
- (2018) Rui Xiong et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Experimental investigation on thermal management performance of electric vehicle power battery using composite phase change material
- (2018) Xuan Zhang et al. JOURNAL OF CLEANER PRODUCTION
- State-of-charge estimation of Li-ion batteries using deep neural networks: A machine learning approach
- (2018) Ephrem Chemali et al. JOURNAL OF POWER SOURCES
- Failure modes and mechanisms for rechargeable Lithium-based batteries: a state-of-the-art review
- (2018) Dandan Lyu et al. ACTA MECHANICA
- Towards a smarter battery management system: A critical review on battery state of health monitoring methods
- (2018) Rui Xiong et al. JOURNAL OF POWER SOURCES
- Validation and verification of a hybrid method for remaining useful life prediction of lithium-ion batteries
- (2018) YongZhi Zhang et al. JOURNAL OF CLEANER PRODUCTION
- Online Estimation of Power Capacity With Noise Effect Attenuation for Lithium-Ion Battery
- (2018) Zhongbao Wei et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Big-Data-Based Thermal Runaway Prognosis of Battery Systems for Electric Vehicles
- (2017) Jichao Hong et al. Energies
- Load Management of Modular Battery Using Model Predictive Control: Thermal and State-of-Charge Balancing
- (2017) Faisal Altaf et al. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
- An Automatic Equalizer Based on Forward–Flyback Converter for Series-Connected Battery Strings
- (2017) Yunlong Shang et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Fast Model Predictive Control for Redistributive Lithium-Ion Battery Balancing
- (2017) Lucas McCurlie et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Diagnosis of Electric Vehicle Batteries Using Recurrent Neural Networks
- (2017) Gae-Won You et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- A Switched-Coupling-Capacitor Equalizer for Series-Connected Battery Strings
- (2017) Yunlong Shang et al. IEEE TRANSACTIONS ON POWER ELECTRONICS
- Thermal Management in Plug-In Hybrid Electric Vehicles: A Real-Time Nonlinear Model Predictive Control Implementation
- (2017) J. Lopez-Sanz et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- State of Charge and State of Health Estimation for Lithium Batteries Using Recurrent Neural Networks
- (2017) Hicham Chaoui et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Cycling degradation testing and analysis of a LiFePO4 battery at actual conditions
- (2017) S. Panchal et al. INTERNATIONAL JOURNAL OF ENERGY RESEARCH
- A correlation based fault detection method for short circuits in battery packs
- (2017) Bing Xia et al. JOURNAL OF POWER SOURCES
- Real-time state-of-health estimation for electric vehicle batteries: A data-driven approach
- (2016) Gae-won You et al. APPLIED ENERGY
- Enhanced online model identification and state of charge estimation for lithium-ion battery with a FBCRLS based observer
- (2016) Zhongbao Wei et al. APPLIED ENERGY
- Influence of different open circuit voltage tests on state of charge online estimation for lithium-ion batteries
- (2016) Fangdan Zheng et al. APPLIED ENERGY
- A systematic state-of-charge estimation framework for multi-cell battery pack in electric vehicles using bias correction technique
- (2016) Fengchun Sun et al. APPLIED ENERGY
- Lithium Ion Batteries—Development of Advanced Electrical Equivalent Circuit Models for Nickel Manganese Cobalt Lithium-Ion
- (2016) Alexandros Nikolian et al. Energies
- A 3D thermal runaway propagation model for a large format lithium ion battery module
- (2016) Xuning Feng et al. ENERGY
- Robust Adaptive Sliding-Mode Observer Using RBF Neural Network for Lithium-Ion Battery State of Charge Estimation in Electric Vehicles
- (2016) Xiaopeng Chen et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- A fault-tolerant voltage measurement method for series connected battery packs
- (2016) Bing Xia et al. JOURNAL OF POWER SOURCES
- The improved interleaved voltage measurement method for series connected battery packs
- (2016) Bing Xia et al. JOURNAL OF POWER SOURCES
- A critical review of thermal management models and solutions of lithium-ion batteries for the development of pure electric vehicles
- (2016) Qian Wang et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- A method for state of energy estimation of lithium-ion batteries based on neural network model
- (2015) Guangzhong Dong et al. ENERGY
- Energy Sharing Control Scheme for State-of-Charge Balancing of Distributed Battery Energy Storage System
- (2015) Wangxin Huang et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- A GA optimization for lithium–ion battery equalization based on SOC estimation by NN and FLC
- (2015) ShuMei Zhang et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- Thermal management of batteries employing active temperature control and reciprocating cooling flow
- (2015) Fan He et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
- Development of an Optimized Algorithm for Bidirectional Equalization in Lithium-Ion Batteries
- (2015) Jinlei Sun et al. Journal of Power Electronics
- Fault detection of the connection of lithium-ion power batteries based on entropy for electric vehicles
- (2015) Lei Yao et al. JOURNAL OF POWER SOURCES
- A failure modes, mechanisms, and effects analysis (FMMEA) of lithium-ion batteries
- (2015) Christopher Hendricks et al. JOURNAL OF POWER SOURCES
- Failure propagation in multi-cell lithium ion batteries
- (2015) Joshua Lamb et al. JOURNAL OF POWER SOURCES
- Effect of Temperature on the Aging rate of Li Ion Battery Operating above Room Temperature
- (2015) Feng Leng et al. Scientific Reports
- A method for joint estimation of state-of-charge and available energy of LiFePO 4 batteries
- (2014) Yujie Wang et al. APPLIED ENERGY
- A new neural network model for the state-of-charge estimation in the battery degradation process
- (2014) LiuWang Kang et al. APPLIED ENERGY
- A naive Bayes model for robust remaining useful life prediction of lithium-ion battery
- (2014) Selina S.Y. Ng et al. APPLIED ENERGY
- Cycle Life of Commercial Lithium-Ion Batteries with Lithium Titanium Oxide Anodes in Electric Vehicles
- (2014) Xuebing Han et al. Energies
- Prognostics of Lithium-Ion Batteries Based on Battery Performance Analysis and Flexible Support Vector Regression
- (2014) Shuai Wang et al. Energies
- Remaining Useful Life Prediction of Lithium-Ion Batteries Based on the Wiener Process with Measurement Error
- (2014) Shengjin Tang et al. Energies
- An Adaptive Backward Control Battery Equalization System for Serially Connected Lithium-ion Battery Packs
- (2014) Ngoc Nguyen et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Hybrid state of charge estimation for lithium-ion batteries: design and implementation
- (2014) Alireza Alfi et al. IET Power Electronics
- State of charge estimation for Li-ion batteries using neural network modeling and unscented Kalman filter-based error cancellation
- (2014) Wei He et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- Characterization of large format lithium ion battery exposed to extremely high temperature
- (2014) Xuning Feng et al. JOURNAL OF POWER SOURCES
- Performance comparison of active balancing techniques for lithium-ion batteries
- (2014) Federico Baronti 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 method for state of energy estimation of lithium-ion batteries at dynamic currents and temperatures
- (2014) Xingtao Liu et al. JOURNAL OF POWER SOURCES
- Analysis of the heat generation of lithium-ion battery during charging and discharging considering different influencing factors
- (2014) Guangming Liu et al. JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY
- Intelligent Prognostics for Battery Health Monitoring Using the Mean Entropy and Relevance Vector Machine
- (2014) Hong Li et al. IEEE Transactions on Systems Man Cybernetics-Systems
- Battery state-of-charge estimator using the SVM technique
- (2013) J.C. Álvarez Antón et al. APPLIED MATHEMATICAL MODELLING
- Enhanced sample entropy-based health management of Li-ion battery for electrified vehicles
- (2013) Xiaosong Hu et al. ENERGY
- Estimation of the state of charge for a LFP battery using a hybrid method that combines a RBF neural network, an OLS algorithm and AGA
- (2013) Wen-Yeau Chang INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- 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
- Behavior and state-of-health monitoring of Li-ion batteries using impedance spectroscopy and recurrent neural networks
- (2012) Akram Eddahech et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- Thermal runaway caused fire and explosion of lithium ion battery
- (2012) Qingsong Wang et al. JOURNAL OF POWER SOURCES
- A review on the key issues for lithium-ion battery management in electric vehicles
- (2012) Languang Lu et al. JOURNAL OF POWER SOURCES
- Battery Management Systems in Electric and Hybrid Vehicles
- (2011) Yinjiao Xing et al. Energies
- 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 Critical Review of Thermal Issues in Lithium-Ion Batteries
- (2011) Todd M. Bandhauer et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Algorithms for Advanced Battery-Management Systems
- (2010) IEEE CONTROL SYSTEMS MAGAZINE
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started