VBFDD-Agent for Electric Vehicle Battery Fault Detection and Diagnosis: Descriptive Text Modeling of Battery Digital Signals

In three linesVBFDD-Agent is a vehicle battery fault detection and diagnosis agent for electric vehicles using large language models. The system converts lithium-ion battery signals into natural language descriptions, integrates historical case retrieval and local maintenance manuals to generate structured, interpretable diagnostic results and maintenance recommendations.

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