Hybrid Methods Using Neural Network and Kalman Filter for the State of Charge Estimation of Lithium-Ion Battery
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Title
Hybrid Methods Using Neural Network and Kalman Filter for the State of Charge Estimation of Lithium-Ion Battery
Authors
Keywords
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Journal
MATHEMATICAL PROBLEMS IN ENGINEERING
Volume 2022, Issue -, Pages 1-11
Publisher
Hindawi Limited
Online
2022-05-15
DOI
10.1155/2022/9616124
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Note: Only part of the references are listed.- Microstructure Evolution and Improved Permeability of Ceramic Waste-Based Bricks
- (2022) Wenfei Zhou et al. Materials
- Temperature prediction of lithium‐ion batteries based on electrochemical impedance spectrum: A review
- (2022) Dezhi Li et al. INTERNATIONAL JOURNAL OF ENERGY RESEARCH
- Antiferroelectric stability and energy storage properties of Co-doped AgNbO3 ceramics
- (2022) Danni Feng et al. JOURNAL OF SOLID STATE CHEMISTRY
- Data-Driven ICA-Bi-LSTM-Combined Lithium Battery SOH Estimation
- (2022) Hanlei Sun et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- State of health estimation of lithium-ion battery based on improved ant lion optimization and support vector regression
- (2022) Qianglong Li et al. Journal of Energy Storage
- Aging state prediction for supercapacitors based on heuristic kalman filter optimization extreme learning machine
- (2022) Dezhi Li et al. ENERGY
- Simultaneous Unknown Input and State Estimation for the Linear System with a Rank-Deficient Distribution Matrix
- (2021) Yu Hua et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- State of Charge Estimation of Composite Energy Storage Systems with Supercapacitors and Lithium Batteries
- (2021) Kai Wang et al. COMPLEXITY
- Future smart battery and management: Advanced sensing from external to embedded multi-dimensional measurement
- (2021) Zhongbao Wei et al. JOURNAL OF POWER SOURCES
- Recent advances in the synthesis of monolithic metal-organic frameworks
- (2021) Chongxiong Duan et al. Science China-Materials
- Ferric ion-ascorbic acid complex catalyzed calcium peroxide for organic wastewater treatment: Optimized by response surface method
- (2021) Deling Yuan et al. CHINESE CHEMICAL LETTERS
- Design of an Effective State of Charge Estimation Method for a Lithium-Ion Battery Pack Using Extended Kalman Filter and Artificial Neural Network
- (2021) Van Quan Dao et al. Energies
- 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
- State-of-charge estimation of LiFePO4 batteries in electric vehicles: A deep-learning enabled approach
- (2021) Jinpeng Tian et al. APPLIED ENERGY
- 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
- Disturbance-Immune and Aging-Robust Internal Short Circuit Diagnostic for Lithium-Ion Battery
- (2021) Jian Hu et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Stacked bidirectional LSTM RNN to evaluate the remaining useful life of supercapacitor
- (2021) Chunli Liu et al. INTERNATIONAL JOURNAL OF ENERGY RESEARCH
- A comprehensive review on the state of charge estimation for lithium‐ion battery based on neural network
- (2021) Zhenhua Cui et al. INTERNATIONAL JOURNAL OF ENERGY RESEARCH
- State-of-charge estimation and remaining useful life prediction of supercapacitors
- (2021) Chunli Liu et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- A Data-Driven Method for Battery Charging Capacity Abnormality Diagnosis in Electric Vehicle Applications
- (2021) Zhenpo Wang et al. IEEE Transactions on Transportation Electrification
- Adaptive Ensemble-Based Electrochemical–Thermal Degradation State Estimation of Lithium-Ion Batteries
- (2021) Yang Li et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Battery State-of-Health Estimation Based on Incremental Capacity Analysis Method: Synthesizing From Cell-Level Test to Real-World Application
- (2021) Chengqi She et al. IEEE Journal of Emerging and Selected Topics in Power Electronics
- State of Health Estimation of Lithium-Ion Battery Based on Constant-Voltage Charging Reconstruction
- (2021) Haokai Ruan et al. IEEE Journal of Emerging and Selected Topics in Power Electronics
- 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
- State-of-charge estimation of lithium-ion batteries using LSTM and UKF
- (2020) Fangfang Yang et al. ENERGY
- Neural network‐based learning and estimation of battery state‐of‐charge : A comparison study between direct and indirect methodology
- (2020) Wen Sun et al. INTERNATIONAL JOURNAL OF ENERGY RESEARCH
- State-of-Health Estimation of Lithium-Ion Batteries Using Incremental Capacity Analysis Based on Voltage–Capacity Model
- (2020) Jiangtao He et al. IEEE Transactions on Transportation Electrification
- An Improved SOC Control Strategy for Electric Vehicle Hybrid Energy Storage Systems
- (2020) Kai Wang et al. Energies
- State of Charge (SOC) Estimation of Lithium-ion Battery Based on Adaptive Square Root Unscented Kalman Filter
- (2020) Wang Kai et al. International Journal of Electrochemical Science
- Integrated energy storage system based on triboelectric nanogenerator in electronic devices
- (2020) Xiao Feng et al. Frontiers of Chemical Science and Engineering
- Waste Plastic Triboelectric Nanogenerators Using Recycled Plastic Bags for Power Generation
- (2020) Xiao Feng et al. ACS Applied Materials & Interfaces
- A Novel Fusion Model for Battery Online State of Charge (SOC) Estimation
- (2020) Yufang Li et al. International Journal of Electrochemical Science
- Hybrid electrochemical energy storage systems: An overview for smart grid and electrified vehicle applications
- (2020) Lei Zhang et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Stage of Charge Estimation of Lithium-Ion Battery Packs Based on Improved Cubature Kalman Filter With Long Short-Term Memory Model
- (2020) Xing Shu et al. IEEE Transactions on Transportation Electrification
- A Two-Step Parameter Optimization Method for Low-Order Model-Based State-of-Charge Estimation
- (2020) Xiaolei Bian et al. IEEE Transactions on Transportation Electrification
- A Novel Model-Based Voltage Construction Method for Robust State-of-Health Estimation of Lithium-Ion Batteries
- (2020) Xiaolei Bian et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Data-driven prediction of battery cycle life before capacity degradation
- (2019) Kristen A. Severson et al. Nature Energy
- Co-estimation of capacity and state-of-charge for lithium-ion batteries in electric vehicles
- (2019) Xiaoyu Li et al. ENERGY
- SOC estimation for batteries using MS-AUKF and neural network
- (2019) Zhongqiang Wu et al. Journal of Renewable and Sustainable 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
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- Deep convolutional neural networks with ensemble learning and transfer learning for capacity estimation of lithium-ion batteries
- (2019) Sheng Shen et al. APPLIED ENERGY
- Hybrid genetic algorithm method for efficient and robust evaluation of remaining useful life of supercapacitors
- (2019) Yanting Zhou et al. APPLIED 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
- Online Model Identification and State-of-Charge Estimate for Lithium-Ion Battery With a Recursive Total Least Squares-Based Observer
- (2018) Zhongbao Wei et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
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- (2016) Yujie Wang et al. JOURNAL OF POWER SOURCES
- A New Battery/UltraCapacitor Hybrid Energy Storage System for Electric, Hybrid, and Plug-In Hybrid Electric Vehicles
- (2011) Jian Cao et al. IEEE TRANSACTIONS ON POWER ELECTRONICS
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