Review of state-of-the-art battery state estimation technologies for battery management systems of stationary energy storage systems
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Title
Review of state-of-the-art battery state estimation technologies for battery management systems of stationary energy storage systems
Authors
Keywords
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Journal
Journal of Power Electronics
Volume -, Issue -, Pages -
Publisher
Springer Science and Business Media LLC
Online
2020-08-06
DOI
10.1007/s43236-020-00122-7
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Note: Only part of the references are listed.- Reliable state of charge estimation of battery packs using fuzzy adaptive federated filtering
- (2020) Lin Hu et al. APPLIED ENERGY
- Remaining useful life prediction of lithium-ion battery based on improved cuckoo search particle filter and a novel state of charge estimation method
- (2020) Xianghui Qiu 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
- Long-term energy strategy scenarios for South Korea: Transition to a sustainable energy system
- (2019) Jong Ho Hong et al. ENERGY POLICY
- Prognostic health condition for lithium battery using the partial incremental capacity and Gaussian process regression
- (2019) Xiaoyu Li et al. JOURNAL OF POWER SOURCES
- An improved semi-empirical model for thermal analysis of lithium-ion batteries
- (2019) Naixing Yang et al. ELECTROCHIMICA ACTA
- Heat transfer analysis of a high-power and large-capacity thermal battery and investigation of effective thermal model
- (2019) Mun Goung Jeong et al. JOURNAL OF POWER SOURCES
- State of Charge Estimation for Lithium-Ion Batteries Based on Adaptive Dual Kalman Filter
- (2019) Yidan Xu et al. APPLIED MATHEMATICAL MODELLING
- Thermal behavior of full-scale battery pack based on comprehensive heat-generation model
- (2019) Kisoo Yoo et al. JOURNAL OF POWER SOURCES
- Lithium-ion battery overcharging thermal characteristics analysis and an impedance-based electro-thermal coupled model simulation
- (2019) Junqiu Li et al. APPLIED ENERGY
- An improved state of charge estimation method based on cubature Kalman filter for lithium-ion batteries
- (2019) Jiankun Peng 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
- A survey of methods for monitoring and detecting thermal runaway of lithium-ion batteries
- (2019) Zhenghai Liao et al. JOURNAL OF POWER SOURCES
- 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
- State estimation for advanced battery management: Key challenges and future trends
- (2019) Xiaosong Hu et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Data-driven health estimation and lifetime prediction of lithium-ion batteries: A review
- (2019) Yi Li 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
- An improved resistance-based thermal model for a pouch lithium-ion battery considering heat generation of posts
- (2019) Yi Xie et al. APPLIED THERMAL ENGINEERING
- 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
- Internal thermal network model-based inner temperature distribution of high-power lithium-ion battery packs with different shapes for thermal management
- (2019) Deokhun Kang et al. Journal of Energy Storage
- A hybrid state-of-charge estimation method based on credible increment for electric vehicle applications with large sensor and model errors
- (2019) Xin Lai et al. Journal of Energy Storage
- 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
- Battery Energy Storage System Control for Mitigating PV Penetration Impact on Primary Frequency Control and State-of-Charge Recovery
- (2019) Ujjwal Datta et al. IEEE Transactions on Sustainable Energy
- Online estimation of battery equivalent circuit model parameters and state of charge using decoupled least squares technique
- (2018) Cheng Zhang et al. ENERGY
- State of health diagnosis model for lithium ion batteries based on real-time impedance and open circuit voltage parameters identification method
- (2018) Yingzhi Cui 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
- Equalization of Lithium-Ion Battery Pack Based on Fuzzy Logic Control in Electric Vehicle
- (2018) Yan Ma et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- An Overview and Comparison of Online Implementable SOC Estimation Methods for Lithium-Ion Battery
- (2018) Jinhao Meng et al. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS
- Use of Effective Capacitance Variation as a Measure of State-of-Health in a Series-Connected Automotive Battery Pack
- (2018) Peter Leijen et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Experimental and analytical study on heat generation characteristics of a lithium-ion power battery
- (2018) Yongqi Xie et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
- A novel approach of battery pack state of health estimation using artificial intelligence optimization algorithm
- (2018) Xu Zhang et al. JOURNAL OF POWER SOURCES
- A quick on-line state of health estimation method for Li-ion battery with incremental capacity curves processed by Gaussian filter
- (2018) Yi Li et al. JOURNAL OF POWER SOURCES
- A new state-of-health estimation method for lithium-ion batteries through the intrinsic relationship between ohmic internal resistance and capacity
- (2018) Lin Chen et al. MEASUREMENT
- Critical Review on the Battery State of Charge Estimation Methods for Electric Vehicles
- (2018) Rui Xiong et al. IEEE Access
- A review of state of health and remaining useful life estimation methods for lithium-ion battery in electric vehicles: Challenges and recommendations
- (2018) M.S. Hossain Lipu 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
- Selection of thermal management system for modular battery packs of electric vehicles: A review of existing and emerging technologies
- (2018) Shashank Arora JOURNAL OF POWER SOURCES
- A novel framework for Lithium-ion battery modeling considering uncertainties of temperature and aging
- (2018) Xiaopeng Tang et al. ENERGY CONVERSION AND MANAGEMENT
- 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
- An On-Board Model-Based Condition Monitoring for Lithium-Ion Batteries
- (2018) Taesic Kim et al. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS
- Accelerated degradation model for C-rate loading of lithium-ion batteries
- (2018) Saurabh Saxena et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- Battery Internal Temperature Estimation for LiFePO4 Battery Based on Impedance Phase Shift under Operating Conditions
- (2017) Jiangong Zhu et al. Energies
- An Online SOC and SOH Estimation Model for Lithium-Ion Batteries
- (2017) Shyh-Chin Huang et al. Energies
- Optimal Charging of Li-Ion Batteries With Coupled Electro-Thermal-Aging Dynamics
- (2017) Hector Eduardo Perez et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- A review on battery thermal management in electric vehicle application
- (2017) Guodong Xia et al. JOURNAL OF POWER SOURCES
- On state-of-charge determination for lithium-ion batteries
- (2017) Zhe Li et al. JOURNAL OF POWER SOURCES
- Lithium-ion battery aging mechanisms and life model under different charging stresses
- (2017) Yang Gao et al. JOURNAL OF POWER SOURCES
- 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
- State of Charge Estimation of Battery Energy Storage Systems Based on Adaptive Unscented Kalman Filter With a Noise Statistics Estimator
- (2017) Simin Peng et al. IEEE Access
- A comparison and accuracy analysis of impedance-based temperature estimation methods for Li-ion batteries
- (2016) H.P.G.J. Beelen et al. APPLIED ENERGY
- On-board state of health estimation of LiFePO4 battery pack through differential voltage analysis
- (2016) Limei Wang et al. APPLIED ENERGY
- An online method for lithium-ion battery remaining useful life estimation using importance sampling and neural networks
- (2016) Ji Wu et al. APPLIED ENERGY
- An adaptive sliding mode observer for lithium-ion battery state of charge and state of health estimation in electric vehicles
- (2016) Jiani Du et al. CONTROL ENGINEERING PRACTICE
- State of health assessment for lithium batteries based on voltage–time relaxation measure
- (2016) Issam Baghdadi et al. ELECTROCHIMICA ACTA
- A New Predictive Model for the State-of-Charge of a High-Power Lithium-Ion Cell Based on a PSO-Optimized Multivariate Adaptive Regression Spline Approach
- (2016) Juan Carlos Alvarez Anton et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Practical Online Estimation of Lithium-Ion Battery Apparent Series Resistance for Mild Hybrid Vehicles
- (2016) Aurelien Lievre et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Calculation of the state of safety (SOS) for lithium ion batteries
- (2016) Eliud Cabrera-Castillo et al. JOURNAL OF POWER SOURCES
- Adaptive estimation of state of charge and capacity with online identified battery model for vanadium redox flow battery
- (2016) Zhongbao Wei et al. JOURNAL OF POWER SOURCES
- Real-time estimation of battery internal temperature based on a simplified thermoelectric model
- (2016) Cheng Zhang et al. JOURNAL OF POWER SOURCES
- A novel state of health estimation method of Li-ion battery using group method of data handling
- (2016) Ji Wu et al. JOURNAL OF POWER SOURCES
- Kalman filter for onboard state of charge estimation and peak power capability analysis of lithium-ion batteries
- (2016) Guangzhong Dong et al. JOURNAL OF POWER SOURCES
- Safety focused modeling of lithium-ion batteries: A review
- (2016) S. Abada 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
- Online Internal Temperature Estimation for Lithium-Ion Batteries Based on Kalman Filter
- (2015) Jinlei Sun et al. Energies
- Lyapunov-Based Adaptive State of Charge and State of Health Estimation for Lithium-Ion Batteries
- (2015) Hicham Chaoui 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
- A critical overview of definitions and determination techniques of the internal resistance using lithium-ion, lead-acid, nickel metal-hydride batteries and electrochemical double-layer capacitors as examples
- (2015) Grzegorz Piłatowicz et al. JOURNAL OF POWER SOURCES
- Lithium plating in a commercial lithium-ion battery – A low-temperature aging study
- (2015) Mathias Petzl et al. JOURNAL OF POWER SOURCES
- A Bayesian approach for Li-Ion battery capacity fade modeling and cycles to failure prognostics
- (2015) Jian Guo 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 comprehensive review on estimation strategies used in hybrid and battery electric vehicles
- (2015) Mehmet Ugras Cuma et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Characterization of large format lithium ion battery exposed to extremely high temperature
- (2014) Xuning Feng et al. JOURNAL OF POWER SOURCES
- On-line adaptive battery impedance parameter and state estimation considering physical principles in reduced order equivalent circuit battery models part 2. Parameter and state estimation
- (2014) Christian Fleischer et al. JOURNAL OF POWER SOURCES
- Non-uniform aging of cycled commercial LiFePO4//graphite cylindrical cells revealed by post-mortem analysis
- (2014) Matilda Klett 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
- Battery state-of-charge estimator using the SVM technique
- (2013) J.C. Álvarez Antón et al. APPLIED MATHEMATICAL MODELLING
- Support Vector Machines Used to Estimate the Battery State of Charge
- (2013) Juan Carlos Alvarez Anton et al. IEEE TRANSACTIONS ON POWER ELECTRONICS
- 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
- A review on lithium-ion battery ageing mechanisms and estimations for automotive applications
- (2013) Anthony Barré et al. JOURNAL OF POWER SOURCES
- Experimental investigation of the lithium-ion battery impedance characteristic at various conditions and aging states and its influence on the application
- (2012) Wladislaw Waag et al. APPLIED ENERGY
- State-of-charge estimation for lithium-ion batteries under various operating conditions using an equivalent circuit model
- (2012) Sungwoo Cho et al. COMPUTERS & CHEMICAL ENGINEERING
- Online Estimation of Peak Power Capability of Li-Ion Batteries in Electric Vehicles by a Hardware-in-Loop Approach
- (2012) Rui Xiong et al. Energies
- 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
- Ac impedance analysis of lithium ion battery under temperature control
- (2012) Toshiyuki Momma 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
- Complementary Cooperation Algorithm Based on DEKF Combined With Pattern Recognition for SOC/Capacity Estimation and SOH Prediction
- (2011) Jonghoon Kim et al. IEEE TRANSACTIONS ON POWER ELECTRONICS
- System Identification and Estimation Framework for Pivotal Automotive Battery Management System Characteristics
- (2011) Bharath Pattipati et al. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE
- A comparative study of equivalent circuit models for Li-ion batteries
- (2011) Xiaosong Hu et al. JOURNAL OF POWER SOURCES
- Enhanced coulomb counting method for estimating state-of-charge and state-of-health of lithium-ion batteries
- (2009) Kong Soon Ng et al. APPLIED ENERGY
- Three-dimensional thermal finite element modeling of lithium-ion battery in thermal abuse application
- (2009) Guifang Guo et al. JOURNAL OF POWER SOURCES
- State-of-charge and capacity estimation of lithium-ion battery using a new open-circuit voltage versus state-of-charge
- (2008) Seongjun Lee et al. JOURNAL OF POWER SOURCES
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