A review of electric vehicle technology: Architectures, battery technology and its management system, relevant standards, application of artificial intelligence, cyber security, and interoperability challenges

被引:25
作者
Macharia, Vincent M. [1 ,3 ]
Garg, Vijay K. [1 ]
Kumar, Dinesh [2 ]
机构
[1] Kurukshetra Univ, Elect Engn Dept, UIET, Kurukshetra, India
[2] Danfoss Drives A S, Global Res & Dev Ctr, Grasten, Denmark
[3] POB 438-20303, Olkalou, Nyandarua Count, Kenya
关键词
battery management systems; battery powered vehicles; DC-DC power convertors; electric vehicle charging; electric vehicles; energy management systems; fuel cell vehicles; fuel economy; hybrid electric vehicles; OF-THE-ART; ENERGY MANAGEMENT; CHARGING TECHNOLOGIES; HYBRID; STATE; ELECTRONICS; ADOPTION; OPTIMIZATION; EFFICIENCY; EVOLUTION;
D O I
10.1049/els2.12083
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Currently, there is an increased global climate change awareness, and the world is tending towards net zero emissions. The transportation sector is leading in Green House Gas emissions (GHG). Furthermore, the diminishing reserves of fossil fuels, the need for cheaper maintenance vehicles, more efficient drive trains, and better performance vehicles presents a challenge in ICE. Electric Vehicles (EVs) offer the perfect mobility solution which can replace the conventional ICE in the near future. This article comprehensively reviews the components and advances in the various technologies employed in electric vehicles to achieve efficiency in motion and optimise energy management in electric vehicles. This article gives an analysis of the current EV scenario globally. It then details the different configurations of electric vehicle architectures available. The battery is discussed, and the various electrochemical technologies are analysed. Battery Management Systems (BMS) to efficiently manage energy are discussed. The charging methods, voltage levels, and relevant standards are outlined in detail. The traction motors and power conversion technologies are reported with advancements in electric vehicle applications. Furthermore, this article gives a comprehensive overview of various emerging technologies, such as the Internet of Things (IoT), Artificial Intelligence (AI) & Machine Learning (ML), to improve EVs' performance through digitalisation. On the other hand, cybersecurity has become an ever-challenging issue in EVs due to the increasing use of digital technologies. This article thoroughly overviews cybersecurity challenges in EV applications and explains possible proactive measures. Interoperability arising from various EV manufacturers' many different charging designs is discussed.
引用
收藏
页数:25
相关论文
共 127 条
[51]   Microgrid testbeds around the world: State of art [J].
Hossain, Eklas ;
Kabalci, Ersan ;
Bayindir, Ramazan ;
Perez, Ronald .
ENERGY CONVERSION AND MANAGEMENT, 2014, 86 :132-153
[52]   Electric Drive Technology Trends, Challenges, and Opportunities for Future Electric Vehicles [J].
Husain, Iqbal ;
Ozpineci, Burak ;
Islam, Md Sariful ;
Gurpinar, Emre ;
Su, Gui-Jia ;
Yu, Wensong ;
Chowdhury, Shajjad ;
Xue, Lincoln ;
Rahman, Dhrubo ;
Sahu, Raj .
PROCEEDINGS OF THE IEEE, 2021, 109 (06) :1039-1059
[53]   Comparison of Different Battery Types for Electric Vehicles [J].
Iclodean, C. ;
Varga, B. ;
Burnete, N. ;
Cimerdean, D. ;
Jurchi, B. .
INTERNATIONAL CONGRESS OF AUTOMOTIVE AND TRANSPORT ENGINEERING - MOBILITY ENGINEERING AND ENVIRONMENT (CAR2017), 2017, 252
[54]  
Int. Energy Agency, 2023, Global EV Outlook 2023
[55]   Review of solutions to global warming, air pollution, and energy security [J].
Jacobson, Mark Z. .
ENERGY & ENVIRONMENTAL SCIENCE, 2009, 2 (02) :148-173
[56]   System optimization of the On-Line Electric Vehicle operating in a closed environment [J].
Jang, Young Jae ;
Jeong, Seungmin ;
Ko, Young Dae .
COMPUTERS & INDUSTRIAL ENGINEERING, 2015, 80 :222-235
[57]   Investigation of the influence of superimposed AC current on lithium-ion battery aging using statistical design of experiments [J].
Juang, Larry W. ;
Kollmeyer, Phillip J. ;
Anders, Adam E. ;
Jahns, Thomas M. ;
Lorenz, Robert D. ;
Gao, Dawei .
JOURNAL OF ENERGY STORAGE, 2017, 11 :93-103
[58]  
K Y Mou N R.C., INDIAS ENERGY STORAG
[59]  
Karakitsios I., 2014, MEDPOWER
[60]   Lithium-ion batteries: outlook on present, future, and hybridized technologies [J].
Kim, Taehoon ;
Song, Wentao ;
Son, Dae-Yong ;
Ono, Luis K. ;
Qi, Yabing .
JOURNAL OF MATERIALS CHEMISTRY A, 2019, 7 (07) :2942-2964