Matches in SemOpenAlex for { <https://semopenalex.org/work/W4382775605> ?p ?o ?g. }
- W4382775605 endingPage "5050" @default.
- W4382775605 startingPage "5050" @default.
- W4382775605 abstract "Recently, electric vehicles have gained enormous popularity due to their performance and efficiency. The investment in developing this new technology is justified by the increased awareness of the environmental impacts caused by combustion vehicles, such as greenhouse gas emissions, which have contributed to global warming and the depletion of oil reserves that are not renewable energy sources. Lithium-ion batteries are the most promising for electric vehicle (EV) applications. They have been widely used for their advantages, such as high energy density, many cycles, and low self-discharge. This work extensively investigates the main methods of estimating the state of charge (SoC) obtained through a literature review. A total of 109 relevant articles were found using the prism method. Some basic concepts of the state of health (SoH); a battery management system (BMS); and some models that can perform SoC estimation are presented. Challenges encountered in this task are discussed, such as the nonlinear characteristics of lithium-ion batteries that must be considered in the algorithms applied to the BMS. Thus, the set of concepts examined in this review supports the need to evolve the devices and develop new methods for estimating the SoC, which is increasingly more accurate and faster. This review shows that these tools tend to be continuously more dependent on artificial intelligence methods, especially hybrid algorithms, which require less training time and low computational cost, delivering real-time information to embedded systems." @default.
- W4382775605 created "2023-07-02" @default.
- W4382775605 creator A5001705550 @default.
- W4382775605 creator A5003230358 @default.
- W4382775605 creator A5011235736 @default.
- W4382775605 creator A5021970061 @default.
- W4382775605 creator A5022121197 @default.
- W4382775605 creator A5024134432 @default.
- W4382775605 creator A5053436165 @default.
- W4382775605 creator A5055197916 @default.
- W4382775605 creator A5067972218 @default.
- W4382775605 creator A5087505685 @default.
- W4382775605 date "2023-06-29" @default.
- W4382775605 modified "2023-10-17" @default.
- W4382775605 title "An Overview of Methods and Technologies for Estimating Battery State of Charge in Electric Vehicles" @default.
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