Digital twin of electric vehicle battery systems: Comprehensive review of the use cases, requirements, and platforms
Aarhus University · Izmir Institute of Technology · +1 more institution
Abstract
Transportation electrification has been fueled by recent advancements in the technology and manufacturing of battery systems, but the industry yet is facing serious challenges that could be addressed using cutting-edge digital technologies. One such novel technology is based on the digital twining of battery systems. Digital twins (DTs) of batteries utilize advanced multi-layer models, artificial intelligence, advanced sensing units, Internet-of-Things technologies, and cloud computing techniques to provide a virtual live representation of the real battery system (the physical twin) to improve the performance, safety, and cost-effectiveness. Furthermore, they orchestrate the operation of the entire battery…
Citation impact
- FWCI
- 18.32
- Percentile
- 100%
- References
- 161
Authors
8Topics & keywords
- Cloud computing
- Battery (electricity)
- Computer science
- Systems engineering
- Context (archaeology)
- Electrification
- Embedded system
- Engineering management
- Affordable and clean energy