Kahiomba Sonia Kiangala

Explainable LLM-assisted fault diagnosis for smart manufacturing using multi-trace diagnostic rationales and verification

Smart manufacturing systems increasingly rely on data-driven fault diagnosis to support condition monitoring, predictive maintenance, and operational decision-making. Although conventional machine-learning and deep-learning models can achieve high diagnostic accuracy, their predictions are often difficult for engin...