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Generation of Asset Administration Shell with Large Language Model Agents: Interoperability in Digital Twins with Semantic Node
Yuchen Xia, Zhewen Xiao, Nasser Jazdi, Michael Weyrich
https://arxiv.org/abs/2403.17209

Generation of Asset Administration Shell with Large Language Model Agents: Interoperability in Digital Twins with Semantic Node
This research introduces a novel approach for assisting the creation of Asset Administration Shell (AAS) instances for digital twin modeling within the context of Industry 4.0, aiming to enhance interoperability in smart manufacturing and reduce manual effort. We construct a "semantic node" data structure to capture the semantic essence of textual data. Then, a system powered by large language models is designed and implemented to process "semantic node" and generate AAS instance models from te…