A comprehensive review on the state of charge estimation for lithium‐ion battery based on neural network
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Title
A comprehensive review on the state of charge estimation for lithium‐ion battery based on neural network
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Journal
INTERNATIONAL JOURNAL OF ENERGY RESEARCH
Volume -, Issue -, Pages -
Publisher
Wiley
Online
2021-12-16
DOI
10.1002/er.7545
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Note: Only part of the references are listed.- State-of-Charge Estimation of Lithium-Ion Batteries in the Battery Degradation Process Based on Recurrent Neural Network
- (2021) Shuqing Li et al. Energies
- Convolutional neural network based capacity estimation using random segments of the charging curves for lithium-ion batteries
- (2021) Cheng Qian et al. ENERGY
- A Multi-Frequency Electrical Impedance Spectroscopy Technique of Artificial Neural Network-Based for the Static State of Charge
- (2021) Yi-Feng Luo Energies
- State of charge prediction of EV Li-ion batteries using EIS: A machine learning approach
- (2021) Iman Babaeiyazdi et al. ENERGY
- Estimating State of Charge for xEV Batteries Using 1D Convolutional Neural Networks and Transfer Learning
- (2021) Arnab Bhattacharjee et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Flexible PVDF nanogenerator-driven motion sensors for human body motion energy tracking and monitoring
- (2021) Jincheng Zhao et al. Journal of Materials Science: Materials in Electronics
- Robust Hierarchical Porous PTFE Film Fabricated via Femtosecond Laser for Self-Cleaning Passive Cooling
- (2021) Junrui Wu et al. NANO LETTERS
- Construction and Operating Mechanism of High‐Rate Mo‐Doped Na 3 V 2 (PO 4 ) 3 @C Nanowires toward Practicable Wide‐Temperature‐Tolerance Na‐Ion and Hybrid Li/Na‐Ion Batteries
- (2021) Longwei Liang et al. Advanced Energy Materials
- Solar-driven thermal-wind synergistic effect on laser-textured superhydrophilic copper foam architectures for ultrahigh efficient vapor generation
- (2021) Kai Yin et al. APPLIED PHYSICS LETTERS
- High-temperature stability of dielectric and energy-storage properties of weakly-coupled relaxor (1-x)BaTiO3-xBi(Y1/3Ti1/2)O3 ceramics
- (2021) Cuiying Ma et al. CERAMICS INTERNATIONAL
- Overcoming limited battery data challenges: A coupled neural network approach
- (2021) Aniruddh Herle et al. INTERNATIONAL JOURNAL OF ENERGY RESEARCH
- The conjugate gradient optimized regularized extreme learning machine for estimating state of charge
- (2021) Meng Jiao et al. IONICS
- Accurate and reliable state of charge estimation of lithium ion batteries using time-delayed recurrent neural networks through the identification of overexcited neurons
- (2021) Zhimin Xi et al. APPLIED ENERGY
- A method for state-of-charge estimation of lithium-ion batteries based on PSO-LSTM
- (2021) Xiaoqing Ren et al. ENERGY
- Increment-oriented online power distribution strategy for multi-stack proton exchange membrane fuel cell systems aimed at collaborative performance enhancement
- (2021) Xin Li et al. JOURNAL OF POWER SOURCES
- State-of-charge estimation and remaining useful life prediction of supercapacitors
- (2021) Chunli Liu et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Peracetic acid enhanced electrochemical advanced oxidation for organic pollutant elimination
- (2021) Deling Yuan et al. SEPARATION AND PURIFICATION TECHNOLOGY
- Intelligent state of charge estimation of lithium-ion batteries based on L-M optimized back-propagation neural network
- (2021) Guanyong Zhang et al. Journal of Energy Storage
- 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
- A thermally flexible and multi-site tactile sensor for remote 3D dynamic sensing imaging
- (2020) Guoting Xia et al. Frontiers of Chemical Science and Engineering
- A combined method for state-of-charge estimation for lithium-ion batteries using a long short-term memory network and an adaptive cubature Kalman filter
- (2020) Yong Tian et al. APPLIED ENERGY
- A GRU-RNN based momentum optimized algorithm for SOC estimation
- (2020) Meng Jiao 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
- State-of-charge estimation of lithium-ion batteries using LSTM and UKF
- (2020) Fangfang Yang et al. ENERGY
- SnO2 nanoflower arrays on an amorphous buffer layer as binder-free electrodes for flexible lithium-ion batteries
- (2020) Fengling Zhang et al. APPLIED SURFACE SCIENCE
- An Improved SOC Control Strategy for Electric Vehicle Hybrid Energy Storage Systems
- (2020) Kai Wang et al. Energies
- State of charge estimation of lithium-ion batteries using hybrid autoencoder and Long Short Term Memory neural networks
- (2020) Mohammad Fasahat et al. JOURNAL OF POWER SOURCES
- Extra storage capacity in transition metal oxide lithium-ion batteries revealed by in situ magnetometry
- (2020) Qiang Li et al. NATURE MATERIALS
- One-Pot Synthesis and High Electrochemical Performance of CuS/Cu1.8S Nanocomposites as Anodes for Lithium-Ion Batteries
- (2020) Lin-Hui Wang et al. Materials
- Integrated energy storage system based on triboelectric nanogenerator in electronic devices
- (2020) Xiao Feng et al. Frontiers of Chemical Science and Engineering
- State of Charge Estimation in Lithium-Ion Batteries: A Neural Network Optimization Approach
- (2020) M. S. Hossain Lipu et al. Electronics
- Waste Plastic Triboelectric Nanogenerators Using Recycled Plastic Bags for Power Generation
- (2020) Xiao Feng et al. ACS Applied Materials & Interfaces
- State-of-Charge Estimation of Lithium-Ion Battery Pack Based on Improved RBF Neural Networks
- (2020) Li Zhang et al. COMPLEXITY
- SnO2/TiO2 Nanocomposite Prepared by Pulsed Laser Deposition as Anode Material for Flexible Quasi-solid-state Lithium-Ion Batteries
- (2020) Wanli Wang et al. International Journal of Electrochemical Science
- 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
- Bi-level Energy Management of Plug-in Hybrid Electric Vehicles for Fuel Economy and Battery Lifetime with Intelligent State-of-charge Reference
- (2020) Xudong Zhang et al. JOURNAL OF POWER SOURCES
- 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
- SOC Estimation of Li-ion Batteries With Learning Rate-Optimized Deep Fully Convolutional Network
- (2020) M. A. Hannan et al. IEEE TRANSACTIONS ON POWER ELECTRONICS
- Accurate and Efficient Estimation of Lithium-Ion Battery State of Charge with Alternate Adaptive Extended Kalman Filter and Ampere-Hour Counting Methods
- (2019) Zhongxiao Liu 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
- State-of-charge estimation of lithium-ion batteries based on gated recurrent neural network
- (2019) Fangfang Yang et al. ENERGY
- Co-estimation of capacity and state-of-charge for lithium-ion batteries in electric vehicles
- (2019) Xiaoyu Li et al. ENERGY
- Hybrid state of charge estimation for lithium-ion battery under dynamic operating conditions
- (2019) Datong Liu et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- Stacked bidirectional long short-term memory networks for state-of-charge estimation of lithium-ion batteries
- (2019) Chong Bian et al. ENERGY
- 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
- Using a Time Delay Neural Network Approach to Diagnose the Out-of-Control Signals for a Multivariate Normal Process with Variance Shifts
- (2019) Yuehjen E. Shao et al. Mathematics
- Deep convolutional neural networks with ensemble learning and transfer learning for capacity estimation of lithium-ion batteries
- (2019) Sheng Shen et al. APPLIED ENERGY
- 3DACN: 3D Augmented convolutional network for time series data
- (2019) Songwen Pei et al. INFORMATION SCIENCES
- Real-time estimation of state-of-charge in lithium-ion batteries using improved central difference transform method
- (2019) Dong-Ji Xuan et al. JOURNAL OF CLEANER PRODUCTION
- Cycle aging studies of lithium nickel manganese cobalt oxide-based batteries using electrochemical impedance spectroscopy
- (2018) Arpit Maheshwari et al. ELECTROCHIMICA ACTA
- State of charge estimation of lithium-ion batteries using optimized Levenberg-Marquardt wavelet neural network
- (2018) Bizhong Xia et al. ENERGY
- Neural Network-Based State of Charge Observer Design for Lithium-Ion Batteries
- (2018) Jian Chen et al. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
- 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
- A Double-Scale, Particle-Filtering, Energy State Prediction Algorithm for Lithium-Ion Batteries
- (2018) Rui Xiong et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Neural Network Approach for Estimating State of Charge of Lithium-Ion Battery Using Backtracking Search Algorithm
- (2018) Mahammad A. Hannan et al. IEEE Access
- State of Charge Estimation for Lithium-Ion Battery Using Recurrent NARX Neural Network Model Based Lighting Search Algorithm
- (2018) Molla S. Hossain Lipu et al. IEEE Access
- Critical Review on the Battery State of Charge Estimation Methods for Electric Vehicles
- (2018) Rui Xiong et al. IEEE Access
- A Data-Driven Learning-Based Continuous-Time Estimation and Simulation Method for Energy Efficiency and Coulombic Efficiency of Lithium Ion Batteries
- (2017) Yuechen Liu et al. Energies
- Open-circuit voltage-based state of charge estimation of lithium-ion power battery by combining controlled auto-regressive and moving average modeling with feedforward-feedback compensation method
- (2017) Xuanju Dang et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- On state-of-charge determination for lithium-ion batteries
- (2017) Zhe Li et al. JOURNAL OF POWER SOURCES
- Optimal BP neural network algorithm for state of charge estimation of lithium-ion battery using PSO with PCA feature selection
- (2017) M. S. Hossain Lipu et al. Journal of Renewable and Sustainable Energy
- A review of lithium-ion battery state of charge estimation and management system in electric vehicle applications: Challenges and recommendations
- (2017) M.A. Hannan et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- FMRQ—A Multiagent Reinforcement Learning Algorithm for Fully Cooperative Tasks
- (2017) Zhen Zhang et al. IEEE Transactions on Cybernetics
- Integration issues of lithium-ion battery into electric vehicles battery pack
- (2016) Lip Huat Saw et al. JOURNAL OF CLEANER PRODUCTION
- Charging Schemes for Plug-In Hybrid Electric Vehicles in Smart Grid: A Survey
- (2016) Peng-Yong Kong et al. IEEE Access
- A method for state-of-charge estimation of Li-ion batteries based on multi-model switching strategy
- (2015) Yujie Wang et al. APPLIED ENERGY
- Robust and Adaptive Estimation of State of Charge for Lithium-Ion Batteries
- (2015) Caiping Zhang et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Equivalent circuit model analysis on electrochemical impedance spectroscopy of lithium metal batteries
- (2015) Peng Gao et al. JOURNAL OF POWER SOURCES
- 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
- Comparison between two model-based algorithms for Li-ion battery SOC estimation in electric vehicles
- (2013) Xiaosong Hu et al. SIMULATION MODELLING PRACTICE AND THEORY
- Simulation and experiment of thermal energy management with phase change material for ageing LiFePO4 power battery
- (2011) Zhonghao Rao et al. ENERGY CONVERSION AND MANAGEMENT
- On comparing three artificial neural networks for wind speed forecasting
- (2010) Gong Li et al. APPLIED ENERGY
- From single cell model to battery pack simulation for Li-ion batteries
- (2008) Matthieu Dubarry et al. JOURNAL OF POWER SOURCES
- Long-term time series prediction with the NARX network: An empirical evaluation
- (2008) José Maria P. Menezes et al. NEUROCOMPUTING
- Technologies for electric, hybrid and hydrogen vehicles: Electricity from renewable energy sources in transport
- (2008) K. Jorgensen Utilities Policy
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