VBFDD-Agent transforms battery signals into descriptive texts and combines them with LLM reasoning and retrieval to provide interpretable fault diagnosis and maintenance suggestions for EV batteries.
Industrial artificial intelligence: a predic- tive agent concept for industry 4.0
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VBFDD-Agent for Electric Vehicle Battery Fault Detection and Diagnosis: Descriptive Text Modeling of Battery Digital Signals
VBFDD-Agent transforms battery signals into descriptive texts and combines them with LLM reasoning and retrieval to provide interpretable fault diagnosis and maintenance suggestions for EV batteries.