A Review of Optimal Energy Management Strategies Using Machine Learning Techniques for Hybrid Electric Vehicles

International Journal of Automotive Technology ◽

10.1007/s12239-021-0125-0 ◽

2021 ◽

Vol 22 (5) ◽

pp. 1437-1452

Author(s):

Changhee Song ◽

Kiyoung Kim ◽

Donghwan Sung ◽

Kyunghyun Kim ◽

Hyunjun Yang ◽

...

Keyword(s):

Machine Learning ◽

Energy Management ◽

Electric Vehicles ◽

Hybrid Electric Vehicles ◽

Management Strategies ◽

Machine Learning Techniques ◽

Optimal Energy ◽

Learning Techniques ◽

Optimal Energy Management ◽

Hybrid Electric

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Model-Based Optimal Energy Management Strategies for Hybrid Electric Vehicles

Optimization and Optimal Control in Automotive Systems - Lecture Notes in Control and Information Sciences ◽

10.1007/978-3-319-05371-4_12 ◽

2014 ◽

pp. 199-218 ◽

Author(s):

Simona Onori

Keyword(s):

Energy Management ◽

Electric Vehicles ◽

Hybrid Electric Vehicles ◽

Management Strategies ◽

Optimal Energy ◽

Model Based ◽

Optimal Energy Management ◽

Hybrid Electric

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Sufficient conditions for optimal energy management strategies of fuel cell hybrid electric vehicles based on Pontryagin’s minimum principle

Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering ◽

10.1177/0954407015583408 ◽

2015 ◽

Vol 230 (2) ◽

pp. 202-214 ◽

Author(s):

Namwook Kim ◽

Seungbum Ha ◽

Jongryeol Jeong ◽

Suk Won Cha

Keyword(s):

Fuel Cell ◽

Energy Management ◽

Electric Vehicles ◽

Cell Hybrid ◽

Hybrid Electric Vehicles ◽

Minimum Principle ◽

Management Strategies ◽

Sufficient Conditions ◽

Optimal Energy ◽

Optimal Energy Management

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Stochastic DP Based on Trained Database for Sub-optimal Energy Management of Hybrid Electric Vehicles

Informatics in Control, Automation and Robotics - Lecture Notes in Electrical Engineering ◽

10.1007/978-3-030-11292-9_12 ◽

2019 ◽

pp. 234-251

Author(s):

Rustem Abdrakhmanov ◽

Lounis Adouane

Keyword(s):

Energy Management ◽

Electric Vehicles ◽

Hybrid Electric Vehicles ◽

Optimal Energy ◽

Optimal Energy Management ◽

Hybrid Electric

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Mean Field Optimal Energy Management of Plug-In Hybrid Electric Vehicles

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2018.2878809 ◽

2019 ◽

Vol 68 (1) ◽

pp. 113-120 ◽

Author(s):

Mohammad Shokri ◽

Hamed Kebriaei

Keyword(s):

Energy Management ◽

Electric Vehicles ◽

Hybrid Electric Vehicles ◽

Optimal Energy ◽

Optimal Energy Management ◽

Hybrid Electric

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Coordinated stochastic optimal energy management of grid-connected microgrids considering demand response, plug-in hybrid electric vehicles, and smart transformers

Renewable and Sustainable Energy Reviews ◽

10.1016/j.rser.2021.111861 ◽

2021 ◽

pp. 111861

Author(s):

S. Gupta ◽

A. Maulik ◽

D. Das ◽

A. Singh

Keyword(s):

Energy Management ◽

Electric Vehicles ◽

Demand Response ◽

Hybrid Electric Vehicles ◽

Optimal Energy ◽

Optimal Energy Management ◽

Hybrid Electric

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A cost effective and optimal energy management strategy for hybrid electric vehicles (HEV) based on emission analysis

2015 IEEE International Transportation Electrification Conference (ITEC) ◽

10.1109/itec-india.2015.7386952 ◽

2015 ◽

Author(s):

Sachin Pandit ◽

Sarika Kelkar ◽

Nikhil Mittal

Keyword(s):

Energy Management ◽

Electric Vehicles ◽

Management Strategy ◽

Hybrid Electric Vehicles ◽

Cost Effective ◽

Energy Management Strategy ◽

Emission Analysis ◽

Optimal Energy ◽

Optimal Energy Management ◽

Hybrid Electric

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Optimal Energy Management for Variable Fuel Quality in Hybrid Electric Vehicles

10.4271/2019-01-2219 ◽

2019 ◽

Author(s):

Bastian Beyfuss ◽

Peter Hofmann ◽

Bernhard Geringer

Keyword(s):

Energy Management ◽

Electric Vehicles ◽

Hybrid Electric Vehicles ◽

Fuel Quality ◽

Optimal Energy ◽

Optimal Energy Management ◽

Hybrid Electric

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Impact of plug-in hybrid electric vehicles charging demand on the optimal energy management of renewable micro-grids

Energy ◽

10.1016/j.energy.2014.10.088 ◽

2014 ◽

Vol 78 ◽

pp. 904-915 ◽

Author(s):

Abdollah Kavousi-Fard ◽

Alireza Abunasri ◽

Alireza Zare ◽

Rasool Hoseinzadeh

Keyword(s):

Energy Management ◽

Electric Vehicles ◽

Hybrid Electric Vehicles ◽

Optimal Energy ◽

Optimal Energy Management ◽

Hybrid Electric ◽

Micro Grids ◽

Charging Demand

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Energy conversion and optimal energy management in diesel–electric drivetrains of hybrid-electric vehicles

Energy Conversion and Management ◽

10.1016/s0196-8904(99)00087-4 ◽

2000 ◽

Vol 41 (1) ◽

pp. 13-24 ◽

Author(s):

Sergey Edward Lyshevski

Keyword(s):

Energy Conversion ◽

Energy Management ◽

Electric Vehicles ◽

Hybrid Electric Vehicles ◽

Optimal Energy ◽

Optimal Energy Management ◽

Hybrid Electric

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Optimal energy management of smart grids with plug-in hybrid electric vehicles

2015 International Conference on Renewable Energy Research and Applications (ICRERA) ◽

10.1109/icrera.2015.7418613 ◽

2015 ◽

Author(s):

Marco Caruso ◽

Valeria Boscaino ◽

Rosario Miceli ◽

Maurizio Cellura ◽

Ciro Spataro

Keyword(s):

Energy Management ◽

Electric Vehicles ◽

Smart Grids ◽

Hybrid Electric Vehicles ◽

Optimal Energy ◽

Optimal Energy Management ◽

Hybrid Electric

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