Advanced Machine Learning Approach for Lithium-Ion Battery State Estimation in Electric Vehicles
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[1] S. Rodrigues,et al. A review of state-of-charge indication of batteries by means of a.c. impedance measurements , 2000 .
[2] Xiaosong Hu,et al. Adaptive unscented Kalman filtering for state of charge estimation of a lithium-ion battery for elec , 2011 .
[3] K. T. Chau,et al. A new battery capacity indicator for lithium-ion battery powered electric vehicles using adaptive neuro-fuzzy inference system , 2004 .
[4] Binggang Cao,et al. Combined state of charge estimator for electric vehicle battery pack , 2007 .
[5] Ali Emadi,et al. Making the Case for Electrified Transportation , 2015, IEEE Transactions on Transportation Electrification.
[6] Xiaosong Hu,et al. Charging time and loss optimization for LiNMC and LiFePO4 batteries based on equivalent circuit models , 2013 .
[7] A. Salkind,et al. Determination of state-of-charge and state-of-health of batteries by fuzzy logic methodology , 1999 .
[8] P. Bauer,et al. Practical Capacity Fading Model for Li-Ion Battery Cells in Electric Vehicles , 2013, IEEE Transactions on Power Electronics.
[9] 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.
[10] Shengbo Eben Li,et al. Combined State of Charge and State of Health estimation over lithium-ion battery cell cycle lifespan for electric vehicles , 2015 .
[11] Ujjwal Maulik,et al. A study of some fuzzy cluster validity indices, genetic clustering and application to pixel classification , 2005, Fuzzy Sets Syst..
[12] Binggang Cao,et al. Ni–MH batteries state-of-charge prediction based on immune evolutionary network , 2009 .
[13] P. T. Krein,et al. Review of Battery Charger Topologies, Charging Power Levels, and Infrastructure for Plug-In Electric and Hybrid Vehicles , 2013, IEEE Transactions on Power Electronics.
[14] Guangjun Liu,et al. Estimation of Battery State of Charge With $H_{\infty}$ Observer: Applied to a Robot for Inspecting Power Transmission Lines , 2012, IEEE Transactions on Industrial Electronics.
[15] Jay Lee,et al. A review on prognostics and health monitoring of Li-ion battery , 2011 .
[16] Naoki Mizuno,et al. On‐Line Detection Of State‐Of‐Charge In Lead Acid Battery Using Radial Basis Function Neural Network , 2006 .
[17] Yakup Ozkazanc,et al. Microcontroller-based on-line state-of-charge estimator for sealed lead-acid batteries , 2004 .
[18] Il-Song Kim,et al. Nonlinear State of Charge Estimator for Hybrid Electric Vehicle Battery , 2008, IEEE Transactions on Power Electronics.
[19] Barry W. Johnson,et al. A battery state-of-charge indicator for electric wheelchairs , 1992, IEEE Trans. Ind. Electron..
[20] Ujjwal Maulik,et al. Genetic algorithm-based clustering technique , 2000, Pattern Recognit..
[21] Gerardo Beni,et al. A Validity Measure for Fuzzy Clustering , 1991, IEEE Trans. Pattern Anal. Mach. Intell..
[22] Andreas Jossen,et al. Methods for state-of-charge determination and their applications , 2001 .
[23] Simona Onori,et al. Energy Management Strategy for HEVs Including Battery Life Optimization , 2015, IEEE Transactions on Transportation Electrification.
[24] F. Huet. A review of impedance measurements for determination of the state-of-charge or state-of-health of secondary batteries , 1998 .
[25] Michael Bartholomew-Biggs,et al. Nonlinear Optimization with Engineering Applications , 2008 .
[26] Bo Egardt,et al. Optimal Dimensioning and Power Management of a Fuel Cell/Battery Hybrid Bus via Convex Programming , 2015, IEEE/ASME Transactions on Mechatronics.
[27] Xiaosong Hu,et al. Estimation of State of Charge of a Lithium-Ion Battery Pack for Electric Vehicles Using an Adaptive Luenberger Observer , 2010 .
[28] Yuan Zou,et al. Comparison between two model-based algorithms for Li-ion battery SOC estimation in electric vehicles , 2013, Simul. Model. Pract. Theory.
[29] Stephen L. Chiu,et al. Fuzzy Model Identification Based on Cluster Estimation , 1994, J. Intell. Fuzzy Syst..
[30] Pritpal Singh,et al. Design and implementation of a fuzzy logic-based state-of-charge meter for Li-ion batteries used in portable defibrillators , 2006 .
[31] Shuang-shuang Han,et al. The Algorithm of Dynamic Battery SOC Based on Mamdani Fuzzy Reasoning , 2008, 2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery.
[32] Emanuel Falkenauer,et al. Genetic Algorithms and Grouping Problems , 1998 .
[33] IL-Song Kim,et al. A Technique for Estimating the State of Health of Lithium Batteries Through a Dual-Sliding-Mode Observer , 2010, IEEE Transactions on Power Electronics.
[34] Dong Du,et al. Battery state-of-charge (SOC) estimation using adaptive neuro-fuzzy inference system (ANFIS) , 2003, The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03..
[35] Lucia Gauchia,et al. Simulation and Analysis of the Effect of Real-World Driving Styles in an EV Battery Performance and Aging , 2015, IEEE Transactions on Transportation Electrification.