Toward Enhanced State of Charge Estimation of Lithium-ion Batteries Using Optimized Machine Learning Techniques
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Toward Enhanced State of Charge Estimation of Lithium-ion Batteries Using Optimized Machine Learning Techniques
Authors
Keywords
-
Journal
Scientific Reports
Volume 10, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2020-03-13
DOI
10.1038/s41598-020-61464-7
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- 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
- State-Of-Charge Estimation for Lithium-Ion Battery Using Improved DUKF Based on State-Parameter Separation
- (2019) Yu 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
- Strong Tracking of a H-Infinity Filter in Lithium-Ion Battery State of Charge Estimation
- (2018) Bizhong Xia et al. Energies
- 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
- Battery State-of-Charge Estimation Based on Regular/Recurrent Gaussian Process Regression
- (2018) Gozde O. Sahinoglu 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
- A Lithium-Ion Battery-in-the-Loop Approach to Test and Validate Multiscale Dual H Infinity Filters for State-of-Charge and Capacity Estimation
- (2018) Cheng Chen et al. IEEE TRANSACTIONS ON POWER ELECTRONICS
- The Co-estimation of State of Charge, State of Health, and State of Function for Lithium-Ion Batteries in Electric Vehicles
- (2018) Ping Shen et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Cycle life testing of lithium batteries: The effect of load-leveling
- (2018) Jingyuan Zhao et al. International Journal of Electrochemical Science
- A review of international abuse testing standards and regulations for lithium ion batteries in electric and hybrid electric vehicles
- (2018) V. Ruiz et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Improved Stability Criterion for Recurrent Neural Networks With Time-Varying Delays
- (2018) Jing-Jing Xiong et al. IEEE Transactions on Neural Networks and Learning Systems
- An Adaptive-PSO-Based Self-Organizing RBF Neural Network
- (2018) Hong-Gui Han et al. IEEE Transactions on Neural Networks and Learning Systems
- Neural Network Approach for Estimating State of Charge of Lithium-Ion Battery Using Backtracking Search Algorithm
- (2018) Mahammad A. Hannan et al. IEEE Access
- A Quantum Lightning Search Algorithm-Based Fuzzy Speed Controller for Induction Motor Drive
- (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
- 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
- Active Learning From Imbalanced Data: A Solution of Online Weighted Extreme Learning Machine
- (2018) IEEE Transactions on Neural Networks and Learning Systems
- A Reliability Prediction Method and Application in Distribution System based on GA-BP Neural Network
- (2018) Yan Li et al. IET Generation Transmission & Distribution
- SOC estimation for lithium batteries based on the full parallel nonlinear autoregressive neural network with external inputs
- (2018) Jianhua Li et al. Journal of Renewable and Sustainable Energy
- Double-slit photoelectron interference in strong-field ionization of the neon dimer
- (2018) Maksim Kunitski et al. Nature Communications
- High-Voltage Circuit Breaker Fault Diagnosis Using a Hybrid Feature Transformation Approach Based on Random Forest and Stacked Autoencoder
- (2018) Suliang Ma et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- State-of-Charge Estimation with State-of-Health Calibration for Lithium-Ion Batteries
- (2017) et al. Energies
- A New State of Charge Estimation Algorithm for Lithium-Ion Batteries Based on the Fractional Unscented Kalman Filter
- (2017) Yixing Chen et al. Energies
- A novel hybrid model for hourly global solar radiation prediction using random forests technique and firefly algorithm
- (2017) Ibrahim Anwar Ibrahim et al. ENERGY CONVERSION AND MANAGEMENT
- State of Charge Estimation of Lithium-Ion Batteries Using a Discrete-Time Nonlinear Observer
- (2017) Weilin Li et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Lithium-Ion Battery Parameters and State-of-Charge Joint Estimation Based on H-Infinity and Unscented Kalman Filters
- (2017) Quanqing Yu et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- $H_{\infty }$-Based Nonlinear Observer Design for State of Charge Estimation of Lithium-Ion Battery With Polynomial Parameters
- (2017) Qiao Zhu 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
- 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
- Co-estimation of state-of-charge, capacity and resistance for lithium-ion batteries based on a high-fidelity electrochemical model
- (2016) Linfeng Zheng 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 Nature-Inspired Optimization-Based Optimum Fuzzy Logic Photovoltaic Inverter Controller Utilizing an eZdsp F28335 Board
- (2016) Ammar Mutlag et al. Energies
- The Effect of Distributed Parameters on Conducted EMI from DC-Fed Motor Drive Systems in Electric Vehicles
- (2016) Li Zhai et al. Energies
- Lightning search algorithm
- (2015) Hussain Shareef et al. APPLIED SOFT COMPUTING
- A Novel Quantum-Behaved Lightning Search Algorithm Approach to Improve the Fuzzy Logic Speed Controller for an Induction Motor Drive
- (2015) Jamal Abd Ali et al. Energies
- A novel approach for fuzzy logic PV inverter controller optimization using lightning search algorithm
- (2015) Hussain Shareef et al. NEUROCOMPUTING
- A new neural network model for the state-of-charge estimation in the battery degradation process
- (2014) LiuWang Kang et al. APPLIED ENERGY
- A Review on Basic Data-Driven Approaches for Industrial Process Monitoring
- (2014) Shen Yin et al. IEEE TRANSACTIONS ON INDUSTRIAL 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
- State of charge estimation of lithium-ion batteries using the open-circuit voltage at various ambient temperatures
- (2013) Yinjiao Xing et al. APPLIED ENERGY
- 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 novel model of the initial state of charge estimation for LiFePO4 batteries
- (2013) Yanhui Zhang et al. JOURNAL OF POWER SOURCES
- A novel approach for state of charge estimation based on adaptive switching gain sliding mode observer in electric vehicles
- (2013) Xiaopeng Chen et al. JOURNAL OF POWER SOURCES
- A new model for State-of-Charge (SOC) estimation for high-power Li-ion batteries
- (2012) Yao He et al. APPLIED ENERGY
- A few useful things to know about machine learning
- (2012) Pedro Domingos COMMUNICATIONS OF THE ACM
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now