Learning electric vehicle driver range anxiety with an initial state of charge-oriented gradient boosting approach

Journal of Intelligent Transportation Systems ◽

10.1080/15472450.2021.2010053 ◽

2021 ◽

pp. 1-19

Author(s):

Yang Song ◽

Xianbiao Hu

Keyword(s):

Electric Vehicle ◽

State Of Charge ◽

Gradient Boosting ◽

Initial State ◽

Range Anxiety

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Future vision for reduction of range anxiety by using an improved state of charge estimation algorithm for electric vehicle batteries implemented with low‐cost microcontrollers

IET Electrical Systems in Transportation ◽

10.1049/iet-est.2014.0013 ◽

2015 ◽

Vol 5 (1) ◽

pp. 24-32 ◽

Cited By ~ 22

Author(s):

Vincent R. Tannahill ◽

Danny Sutanto ◽

Kashem M. Muttaqi ◽

Md Abul Masrur

Keyword(s):

Electric Vehicle ◽

Low Cost ◽

Estimation Algorithm ◽

State Of Charge ◽

Range Anxiety ◽

Future Vision ◽

State Of Charge Estimation

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Interacting Multiple Model Strategy for Electric Vehicle Batteries State of Charge/Health/Power Estimation

IEEE Access ◽

10.1109/access.2021.3102607 ◽

2021 ◽

pp. 1-1

Author(s):

Sara Rahimifard ◽

Ryan Ahmed ◽

Saeid Habibi

Keyword(s):

Electric Vehicle ◽

Power Estimation ◽

State Of Charge ◽

Interacting Multiple Model ◽

Multiple Model

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Optimal open-circuit voltage (OCV) model for improved electric vehicle battery state-of-charge in V2G services

Energy Reports ◽

10.1016/j.egyr.2021.07.029 ◽

2021 ◽

Vol 7 ◽

pp. 4348-4359

Author(s):

Ima O. Essiet ◽

Yanxia Sun

Keyword(s):

Electric Vehicle ◽

Open Circuit Voltage ◽

Open Circuit ◽

State Of Charge ◽

Battery State Of Charge ◽

Electric Vehicle Battery

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State of Charge Estimation of Low-speed Electric Vehicle Battery using Back Propagation Neural Network

2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom) ◽

10.1109/ispa-bdcloud-socialcom-sustaincom51426.2020.00215 ◽

2020 ◽

Author(s):

Menglong Xu ◽

Wenguang Wu ◽

Wenwen Zhou ◽

Yuanyuan Ma ◽

Xiaolei Shi ◽

...

Keyword(s):

Neural Network ◽

Electric Vehicle ◽

Back Propagation ◽

Back Propagation Neural Network ◽

State Of Charge ◽

Low Speed ◽

Electric Vehicle Battery ◽

State Of Charge Estimation

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Battery State of Charge Estimation Using Adaptive Extended Kalman Filter for Electric Vehicle application

2020 IEEE 9th International Power Electronics and Motion Control Conference (IPEMC2020-ECCE Asia) ◽

10.1109/ipemc-ecceasia48364.2020.9367743 ◽

2020 ◽

Author(s):

Prashant Shrivastava ◽

Tey Kok Soon ◽

Mohd Yamani Idna Bin Idris ◽

Saad Mekhilef

Keyword(s):

Kalman Filter ◽

Electric Vehicle ◽

Extended Kalman Filter ◽

State Of Charge ◽

Battery State Of Charge ◽

Adaptive Extended Kalman Filter ◽

State Of Charge Estimation

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ANFIS (adaptive neuro-fuzzy inference system) based online SOC (State of Charge) correction considering cell divergence for the EV (electric vehicle) traction batteries

Energy ◽

10.1016/j.energy.2014.11.077 ◽

2015 ◽

Vol 80 ◽

pp. 350-360 ◽

Cited By ~ 46

Author(s):

Haifeng Dai ◽

Pingjing Guo ◽

Xuezhe Wei ◽

Zechang Sun ◽

Jiayuan Wang

Keyword(s):

Electric Vehicle ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

State Of Charge ◽

Inference System ◽

Neuro Fuzzy

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Inter-service provider charging protocol: a solution to address range anxiety of electric vehicle owners

Energy Procedia ◽

10.1016/j.egypro.2017.10.313 ◽

2017 ◽

Vol 136 ◽

pp. 157-162 ◽

Cited By ~ 4

Author(s):

Khalil Salah ◽

Nazri Kama

Keyword(s):

Electric Vehicle ◽

Service Provider ◽

Range Anxiety

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An adaptive Kalman filtering based State of Charge combined estimator for electric vehicle battery pack

Energy Conversion and Management ◽

10.1016/j.enconman.2009.08.015 ◽

2009 ◽

Vol 50 (12) ◽

pp. 3182-3186 ◽

Cited By ~ 80

Author(s):

Wang Junping ◽

Guo Jingang ◽

Ding Lei

Keyword(s):

Electric Vehicle ◽

Kalman Filtering ◽

State Of Charge ◽

Battery Pack ◽

Electric Vehicle Battery

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On-line estimation of state-of-charge of Li-ion batteries in electric vehicle using the resampling particle filter

Transportation Research Part D Transport and Environment ◽

10.1016/j.trd.2014.07.013 ◽

2014 ◽

Vol 32 ◽

pp. 207-217 ◽

Cited By ~ 19

Author(s):

Sai Shao ◽

Jun Bi ◽

Fan Yang ◽

Wei Guan

Keyword(s):

Particle Filter ◽

Electric Vehicle ◽

State Of Charge ◽

Li Ion Batteries ◽

On Line ◽

Li Ion

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Comparative Analysis of the Model Based State of Charge Estimation Methods for Li Ion Batteries Used in Electric Vehicle Applications

10.4271/2021-26-0163 ◽

2021 ◽

Author(s):

SHUVAM ROUTRAY ◽

Kranthi Nidubrolu ◽

Abhisha Chauhan ◽

Chinmay Ashok Kirtane ◽

Lohit Dhamija ◽

...

Keyword(s):

Comparative Analysis ◽

Electric Vehicle ◽

State Of Charge ◽

Estimation Methods ◽

Li Ion Batteries ◽

Model Based ◽

Li Ion ◽

State Of Charge Estimation

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