- Home
- Publications
- Publication Search
- Publication Details
Title
A Review on Battery Modelling Techniques
Authors
Keywords
-
Journal
Sustainability
Volume 13, Issue 18, Pages 10042
Publisher
MDPI AG
Online
2021-09-09
DOI
10.3390/su131810042
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Global Sensitivity Analysis on Temperature-Dependent Parameters of A Reduced-Order Electrochemical Model And Robust State-of-Charge Estimation at Different Temperatures
- (2021) Guodong Fan et al. ENERGY
- Hybrid cooling of cylindrical battery with liquid channels in phase change material
- (2021) Ravindra Jilte et al. INTERNATIONAL JOURNAL OF ENERGY RESEARCH
- Thermal modelling and characteristic evaluation of electric vehicle battery system
- (2021) Asif Afzal et al. Case Studies in Thermal Engineering
- Maximum temperature analysis in a Li-ion battery pack cooled by different fluids
- (2020) Imran Mokashi et al. JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY
- Control-oriented thermal-electrochemical modeling and validation of large size prismatic lithium battery for commercial applications
- (2020) Dongdong Li et al. ENERGY
- Optimization and analysis of maximum temperature in a battery pack affected by low to high Prandtl number coolants using response surface methodology and particle swarm optimization algorithm
- (2020) Asif Afzal et al. NUMERICAL HEAT TRANSFER PART A-APPLICATIONS
- 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
- A novel battery thermal management system using nano-enhanced phase change materials
- (2020) Ravindra Jilte et al. ENERGY
- Battery thermal management: An optimization study of parallelized conjugate numerical analysis using Cuckoo search and Artificial bee colony algorithm
- (2020) Asif Afzal et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
- Nusselt number analysis from a battery pack cooled by different fluids and multiple back-propagation modelling using feed-forward networks
- (2020) Imran Mokashi et al. INTERNATIONAL JOURNAL OF THERMAL SCIENCES
- 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
- Adaptive Forgetting Factor Recursive Least Square Algorithm for Online Identification of Equivalent Circuit Model Parameters of a Lithium-Ion Battery
- (2019) Xiangdong Sun et al. Energies
- Online State-of-Health Estimation for Li-Ion Battery Using Partial Charging Segment Based on Support Vector Machine
- (2019) Xuning Feng et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- A deep learning method for online capacity estimation of lithium-ion batteries
- (2019) Sheng Shen et al. Journal of Energy Storage
- Economic and Technical Aspects of Flexible Storage Photovoltaic Systems in Europe
- (2018) Henrik Zsiborács et al. Energies
- State of charge estimation of lithium-ion batteries using optimized Levenberg-Marquardt wavelet neural network
- (2018) Bizhong Xia et al. ENERGY
- 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
- Development of Accurate Lithium-Ion Battery Model Based on Adaptive Random Disturbance PSO Algorithm
- (2018) Huang Kai et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- Remaining capacity estimation of lithium-ion batteries based on the constant voltage charging profile
- (2018) Zengkai Wang et al. PLoS One
- Online State of Health Estimation for Lithium-Ion Batteries Based on Support Vector Machine
- (2018) Zheng Chen et al. Applied Sciences-Basel
- Constructing Accurate Equivalent Electrical Circuit Models of Lithium Iron Phosphate and Lead–Acid Battery Cells for Solar Home System Applications
- (2018) Yunhe Yu et al. Energies
- Lithium-Ion Battery Modeling and Parameter Identification Based on Fractional Theory
- (2018) Minghui Hu et al. ENERGY
- Effect of spacing on thermal performance characteristics of Li-ion battery cells
- (2018) Asif Afzal et al. JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY
- Remaining Useful Life Prediction for Lithium-ion Battery: A Deep Learning Approach
- (2018) Lei Ren et al. IEEE Access
- Random forest regression for online capacity estimation of lithium-ion batteries
- (2018) Yi Li et al. APPLIED ENERGY
- Structural Identifiability of Equivalent Circuit Models for Li-Ion Batteries
- (2017) Thomas Grandjean et al. Energies
- Diagnosis of Electric Vehicle Batteries Using Recurrent Neural Networks
- (2017) Gae-Won You et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- 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
- An online method for lithium-ion battery remaining useful life estimation using importance sampling and neural networks
- (2016) Ji Wu et al. APPLIED ENERGY
- Open-Circuit Voltage-Based State of Charge Estimation of Lithium-ion Battery Using Dual Neural Network Fusion Battery Model
- (2016) Xuanju Dang et al. ELECTROCHIMICA ACTA
- Online available capacity prediction and state of charge estimation based on advanced data-driven algorithms for lithium iron phosphate battery
- (2016) Zhongwei Deng et al. ENERGY
- Lithium Polymer Battery State-of-Charge Estimation Based on Adaptive Unscented Kalman Filter and Support Vector Machine
- (2016) Jinhao Meng et al. IEEE TRANSACTIONS ON POWER ELECTRONICS
- A review on electric vehicle battery modelling: From Lithium-ion toward Lithium–Sulphur
- (2016) Abbas Fotouhi et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- A Hybrid Prognostic Approach for Remaining Useful Life Prediction of Lithium-Ion Batteries
- (2016) Wen-An Yang et al. SHOCK AND VIBRATION
- Simultaneous model selection and parameter estimation for lithium-ion batteries: A sequential MINLP solution approach
- (2015) Jia-Ni Shen et al. AICHE JOURNAL
- A novel multistage Support Vector Machine based approach for Li ion battery remaining useful life estimation
- (2015) Meru A. Patil et al. APPLIED ENERGY
- Battery Health Prognosis for Electric Vehicles Using Sample Entropy and Sparse Bayesian Predictive Modeling
- (2015) Xiaosong Hu et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Capturing lithium-ion battery dynamics with support vector machine-based battery model
- (2015) Verena Klass et al. JOURNAL OF POWER SOURCES
- Electric vehicle state of charge estimation: Nonlinear correlation and fuzzy support vector machine
- (2015) Hanmin Sheng et al. JOURNAL OF POWER SOURCES
- A Health Indicator Extraction and Optimization Framework for Lithium-Ion Battery Degradation Modeling and Prognostics
- (2015) Datong Liu et al. IEEE Transactions on Systems Man Cybernetics-Systems
- Mathematical Modeling of Li-Ion Battery Using Genetic Algorithm Approach for V2G Applications
- (2014) IEEE TRANSACTIONS ON ENERGY CONVERSION
- Multi-objective optimization of lithium-ion battery model using genetic algorithm approach
- (2014) Liqiang Zhang et al. JOURNAL OF POWER SOURCES
- State-of-charge estimation for battery management system using optimized support vector machine for regression
- (2014) J.N. Hu et al. JOURNAL OF POWER SOURCES
- A survey of mathematics-based equivalent-circuit and electrochemical battery models for hybrid and electric vehicle simulation
- (2014) Aden Seaman et al. JOURNAL OF POWER SOURCES
- Support Vector Machines Used to Estimate the Battery State of Charge
- (2013) Juan Carlos Alvarez Anton et al. IEEE TRANSACTIONS ON POWER ELECTRONICS
- 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
- Adaptive Partial Differential Equation Observer for Battery State-of-Charge/State-of-Health Estimation Via an Electrochemical Model
- (2013) Scott J. Moura et al. JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME
- 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
- Extraction of battery parameters of the equivalent circuit model using a multi-objective genetic algorithm
- (2013) Jonathan Brand et al. JOURNAL OF POWER SOURCES
- Comparison study on the battery models used for the energy management of batteries in electric vehicles
- (2012) Hongwen He et al. ENERGY CONVERSION AND MANAGEMENT
- Estimation of Battery State of Health Using Probabilistic Neural Network
- (2012) Ho-Ta Lin et al. IEEE Transactions on Industrial Informatics
- Health diagnosis and remaining useful life prognostics of lithium-ion batteries using data-driven methods
- (2012) Adnan Nuhic et al. JOURNAL OF POWER SOURCES
- Simple Analytical Method for Determining Parameters of Discharging Batteries
- (2011) Tingshu Hu et al. IEEE TRANSACTIONS ON ENERGY CONVERSION
- A comparative study of equivalent circuit models for Li-ion batteries
- (2011) Xiaosong Hu et al. JOURNAL OF POWER SOURCES
- State-of-Charge Estimation for Lithium-Ion Batteries Using Neural Networks and EKF
- (2010) Mohammad Charkhgard et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Battery-Management System (BMS) and SOC Development for Electrical Vehicles
- (2010) K. W. E. Cheng et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- An Efficient Electrochemical–Thermal Model for a Lithium-Ion Cell by Using the Proper Orthogonal Decomposition Method
- (2010) Long Cai et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Reduction of an Electrochemistry-Based Li-Ion Battery Model via Quasi-Linearization and Padé Approximation
- (2010) Joel C. Forman et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Single-Particle Model for a Lithium-Ion Cell: Thermal Behavior
- (2010) Meng Guo et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowAsk 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