Low-complexity online estimation for LiFePO4 battery state of charge in electric vehicles

[1]  Byoung-Kuk Lee,et al.  Enhanced Coulomb counting method with adaptive SOC reset time for estimating OCV , 2014, 2014 IEEE Energy Conversion Congress and Exposition (ECCE).

[2]  Zheng Chen,et al.  State of Charge Estimation of Lithium-Ion Batteries in Electric Drive Vehicles Using Extended Kalman Filtering , 2013, IEEE Transactions on Vehicular Technology.

[3]  Truong Q. Nguyen,et al.  Accurate Lithium-ion battery parameter estimation with continuous-time system identification methods , 2016 .

[4]  Hongye Su,et al.  Neural Network-Based State of Charge Observer Design for Lithium-Ion Batteries , 2018, IEEE Transactions on Control Systems Technology.

[5]  Yang Li,et al.  Technological Developments in Batteries: A Survey of Principal Roles, Types, and Management Needs , 2017, IEEE Power and Energy Magazine.

[6]  Mario Cacciato,et al.  Real-Time Model-Based Estimation of SOC and SOH for Energy Storage Systems , 2017 .

[7]  Jiong Jin,et al.  Robust Adaptive Sliding-Mode Observer Using RBF Neural Network for Lithium-Ion Battery State of Charge Estimation in Electric Vehicles , 2016, IEEE Transactions on Vehicular Technology.

[8]  Sofiène Tahar,et al.  Lyapunov-Based Adaptive State of Charge and State of Health Estimation for Lithium-Ion Batteries , 2015, IEEE Transactions on Industrial Electronics.

[9]  Wei He,et al.  State of charge estimation of lithium-ion batteries using the open-circuit voltage at various ambient temperatures , 2014 .

[10]  Yue-Yun Wang,et al.  Two Time-Scaled Battery Model Identification With Application to Battery State Estimation , 2015, IEEE Transactions on Control Systems Technology.

[11]  A. Niederlinski THEORY AND PRACTICE OF RECURSIVE IDENTIFICATION, Lennart Ljung and Torsten Soderstrom, The MIT Press, Cambridge, Massachusetts, London, England, 1983. Price: £45.00. No. of pages: 529 , 1985 .

[12]  Hongwen He,et al.  Online model-based estimation of state-of-charge and open-circuit voltage of lithium-ion batteries in electric vehicles , 2012 .

[13]  Lennart Ljung,et al.  System Identification: Theory for the User , 1987 .

[14]  Guangzhao Luo,et al.  A robust battery state-of-charge estimation method for embedded hybrid energy system , 2015, IECON 2015 - 41st Annual Conference of the IEEE Industrial Electronics Society.

[15]  Ala A. Hussein,et al.  Enhancement in Li-Ion Battery Cell State-of-Charge Estimation Under Uncertain Model Statistics , 2016, IEEE Transactions on Vehicular Technology.

[16]  Mattia Ricco,et al.  An Overview and Comparison of Online Implementable SOC Estimation Methods for Lithium-Ion Battery , 2018, IEEE Transactions on Industry Applications.

[17]  Gregory L. Plett,et al.  Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 3. State and parameter estimation , 2004 .

[18]  Binggang Cao,et al.  The State of Charge Estimation of Lithium-Ion Batteries Based on a Proportional-Integral Observer , 2014, IEEE Transactions on Vehicular Technology.

[19]  Zonghai Chen,et al.  A method for state-of-charge estimation of LiFePO4 batteries based on a dual-circuit state observer , 2015 .

[20]  Naresh K. Sinha,et al.  System identification - Theory for the user : Lennart Ljung , 1989, Autom..

[21]  Mehdi Gholizadeh,et al.  Estimation of State of Charge, Unknown Nonlinearities, and State of Health of a Lithium-Ion Battery Based on a Comprehensive Unobservable Model , 2014, IEEE Transactions on Industrial Electronics.

[22]  Jay Lee,et al.  Review and recent advances in battery health monitoring and prognostics technologies for electric vehicle (EV) safety and mobility , 2014 .

[23]  Josep M. Guerrero,et al.  Energy Management Strategy for Grid-Tied Microgrids Considering the Energy Storage Efficiency , 2018, IEEE Transactions on Industrial Electronics.

[24]  Jianqiu Li,et al.  A review on the key issues for lithium-ion battery management in electric vehicles , 2013 .

[25]  Lennart Ljung,et al.  Theory and Practice of Recursive Identification , 1983 .

[26]  André Faaij,et al.  Performance of batteries for electric vehicles on short and longer term , 2012 .

[27]  Guojun Li,et al.  State of charge estimation for pulse discharge of a LiFePO4 battery by a revised Ah counting , 2015 .

[28]  Chunting Chris Mi,et al.  Study of the Characteristics of Battery Packs in Electric Vehicles With Parallel-Connected Lithium-Ion Battery Cells , 2015 .

[29]  Yuang-Shung Lee,et al.  State-of-charge estimation with aging effect and correction for lithium-ion battery , 2015 .

[30]  Bo Gao,et al.  Energy Management in Plug-in Hybrid Electric Vehicles: Recent Progress and a Connected Vehicles Perspective , 2017, IEEE Transactions on Vehicular Technology.

[31]  Hong Yang,et al.  Battery State-of-Power Peak Current Calculation and Verification Using an Asymmetric Parameter Equivalent Circuit Model , 2016, IEEE Transactions on Vehicular Technology.

[32]  Roberto Roncella,et al.  Hardware-in-the-loop simulation of FPGA-based state estimators for electric vehicle batteries , 2016, 2016 IEEE 25th International Symposium on Industrial Electronics (ISIE).

[33]  Cecilio Blanco Viejo,et al.  Support Vector Machines Used to Estimate the Battery State of Charge , 2013 .

[34]  Hongwen He,et al.  Lithium-Ion Battery Pack State of Charge and State of Energy Estimation Algorithms Using a Hardware-in-the-Loop Validation , 2017, IEEE Transactions on Power Electronics.

[35]  B. Nykvist,et al.  Rapidly falling costs of battery packs for electric vehicles , 2015 .

[36]  Guangzhao Luo,et al.  Lithium Polymer Battery State-of-Charge Estimation Based on Adaptive Unscented Kalman Filter and Support Vector Machine , 2016, IEEE Transactions on Power Electronics.

[37]  Le Yi Wang,et al.  Balanced Control Strategies for Interconnected Heterogeneous Battery Systems , 2016, IEEE Transactions on Sustainable Energy.

[38]  Jiahao Li,et al.  A comparative study and validation of state estimation algorithms for Li-ion batteries in battery management systems , 2015 .

[39]  Xidong Tang,et al.  Li-ion battery parameter estimation for state of charge , 2011, Proceedings of the 2011 American Control Conference.

[40]  D. Stone,et al.  A systematic review of lumped-parameter equivalent circuit models for real-time estimation of lithium-ion battery states , 2016 .

[41]  Zonghai Chen,et al.  A novel temperature-compensated model for power Li-ion batteries with dual-particle-filter state of charge estimation , 2014 .

[42]  Shengbo Eben Li,et al.  Advanced Machine Learning Approach for Lithium-Ion Battery State Estimation in Electric Vehicles , 2016, IEEE Transactions on Transportation Electrification.

[43]  Remus Teodorescu,et al.  Degradation Behavior of Lithium-Ion Batteries During Calendar Ageing—The Case of the Internal Resistance Increase , 2018, IEEE Transactions on Industry Applications.

[44]  Boucar Diouf,et al.  Potential of lithium-ion batteries in renewable energy , 2015 .