EVGPT - Fine-Tuned Large Language Model for Electric Vehicle Operational Assistance
The optimization of electric vehicle (EV) utilization and efficiency is becoming increasingly essential in the ever- changing landscape of sustainable transportation. Consulting user manuals, online resources, and seeking expert advice for EV maintenance and operation is a significant obstacle to productivity. Electric Vehicle GPT (EVGPT) is a specialized Large Language Model (LLM) specifically designed to address queries related to EV maintenance, operation, and troubleshooting, filling the gaps that conventional LLMs may miss. This model serves as a comprehensive digital assistant for technicians, operators, and EV enthusiasts, providing timely and precise information while upholding response quality. This study offers an overview of the EVGPT model architecture and presents an operational evaluation based on its implementation in a specific EV model.
Authors
- Mr. Shailendra Singh Barath
- S Kanimozhi
- A Mathew (ORCID: https://orcid.org/0009-0002-1195-9316)
- G. Prithvi
- Vaikash K.G.
- Gukhan V.B.S
Institutions
- Vellore Institute of Technology University (IN)
Publication Details
- Published
- 2024-11-21
- DOI
- https://doi.org/10.1109/icefeet64463.2024.10866211
- Citations
- 1
- Primary Topic
- Risk and Safety Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.46