Critical Review on the Battery State of Charge Estimation Methods for Electric Vehicles
Beijing Institute of Technology
Indexed incrossrefdoaj
Abstract
Battery technology is the bottleneck of the electric vehicles (EVs). It is important, both in theory and practical application, to do research on the modeling and state estimation of batteries, which is essential to optimizing energy management, extending the life cycle, reducing cost, and safeguarding the safe application of batteries in EVs. However, the batteries, with strong time-variables and nonlinear characteristics, are further influenced by such random factors such as driving loads, operational conditions, in the application of EVs. The real-time, accurate estimation of their state is challenging. The classification of the estimation methodologies for estimating state-of-charge (SoC) of battery…
Citation impact
940
total citations
- FWCI
- 49.80
- Percentile
- 100%
- References
- 100
Citations per year
Authors
5Topics & keywords
Topics
Keywords
- Battery (electricity)
- Bottleneck
- Computer science
- State of charge
- Key (lock)
- Reliability engineering
- Energy management
- Estimation
UN Sustainable Development Goals
- Responsible consumption and production
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