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Aubakirova Ramilya

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Conference Oct 2026

LLM-based agent for natural language interpretation of IIoT time-series data in a bakery digital twin system

Industrial Internet of Things (IIoT) deployments in food manufacturing generate substantial volumes of time-series sensor data, yet operational personnel frequently lack the technical expertise required to query and interpret this data directly. This paper presents an edge-oriented architecture that bridges the gap bet...

B. Amirkhanov, Amirkhanova Gulshat, Yusubova Nazly et al. · 0 citations

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