A journal of IEEE and CAA , publishes
high-quality papers in English on original
theoretical/experimental research
and development in all areas of automation
IEEE/CAA Journal of Automatica Sinica
| Citation: | R. Wang, C. Gu, S. He, and J. Chen, “Text2UA: Automatic OPC ua information modeling from textual data with large language model,” IEEE/CAA J. Autom. Sinica, 2025. doi: 10.1109/JAS.2025.125114
|
| [1] |
J. Chen, Y. Yuan, and X. Luo, “Sdgnn: Symmetry-preserving dual-stream graph neural networks,” IEEE/CAA J. Autom. Sinica, vol. 11, no. 7, pp. 1717–1719, 2024. doi: 10.1109/JAS.2024.124410
|
| [2] |
Y. Yuan, J. Li, and X. Luo, “A fuzzy pid-incorporated stochastic gradient descent algorithm for fast and accurate latent factor analysis,” IEEE Trans. Fuzzy Syst., 2024.
|
| [3] |
X. Luo, Y. Yuan, S. Chen, N. Zeng, and Z. Wang, “Position-transitional particle swarm optimization-incorporated latent factor analysis,” IEEE Trans. Knowl. Data Eng., vol. 34, no. 8, pp. 3958–3970, 2020.
|
| [4] |
W. Mahnke, S.-H. Leitner, and M. Damm, OPC unified architecture. Springer Science & Business Media, 2009.
|
| [5] |
Unified Automation GmbH, “UaModeler [EB/OL],” https: //www.unified-automation.com/products/development-tools/uamodeler.html, 2021.
|
| [6] |
X. Ye and S. H. Hong, “Toward industry 4.0 components: Insights into and implementation of asset administration shells,” IEEE Ind. Electron. Mag., vol. 13, no. 1, pp. 13–25, 2019. doi: 10.1109/MIE.2019.2893397
|
| [7] |
H. Tang, D. Li, J. Wan, M. A. Imran, and M. Shoaib, “A reconfigurable method for intelligent manufacturing based on industrial cloud and edge intelligence,” IEEE Internet Things J., vol. 7, pp. 4248–4259, 2020. doi: 10.1109/JIOT.2019.2950048
|
| [8] |
W. Dai, Y. Song, Z. Zhang, P. Wang, C. Pang, and V. Vyatkin, “Modelling industrial cyber-physical systems using iec 61499 and opc ua,” in IEEE 16th Int. Conf. Ind. Informatics (INDIN). IEEE, 2018, pp. 772–777.
|
| [9] |
R. Wang, S. He, Y. Liu, C. Zhou, Z. Shi, and J. Chen, “Leveraging relational database for fast construction of opc ua information model,” in IEEE 1st Int. Conf. Intell. Technol. Embed. Syst., ICITES, 2021, pp. 131–137.
|
| [10] |
X. Li, S. Zhang, P. Jiang, M. Deng, X. V. Wang, and C. Yin, “Knowledge graph based opc ua information model automatic construction method for heterogeneous devices integration,” Rob. Comput. Integr. Manuf., vol. 88, p. 102736, 2024. doi: 10.1016/j.rcim.2024.102736
|
| [11] |
Y. Xia, Z. Xiao, N. Jazdi, and M. Weyrich, “Generation of asset administration shell with large language model agents: Towards semantic interoperability in digital twins in the context of industry 4.0,” IEEE Access, 2024.
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