Home Chevron right People Chevron right Zheyuan Chen
Zheyuan Chen
Publications 2024 2023 Wan, Y., Chen, Z., Liu, Y., Packianather, M. and Wang, R. 2023. Constructing industrial knowledge graph through ontology and link prediction . Presented at: IEEE International Conference on Automation Science and Engineering (CASE), Auckland, New Zealand, 26-29 August 20232023 IEEE 19th International Conference on Automation Science and Engineering (CASE) . IEEE pp. 1-6., (10.1109/CASE56687.2023.10260566 ) 2022 Chen, Z. 2022. Data mining for fault diagnosis in steel making process under industry 4.0 . PhD Thesis, Cardiff University. Wan, Y., Chen, Z., Hu, F., Liu, Y., Packianather, M. and Wang, R. 2022. Exploiting knowledge graph for multi-faceted conceptual modelling using GCN . Presented at: 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2021), Linz, Austria, 17-19 November 2021, Vol. 200. Procedia Computer Science, Vol 200 pp. 1174-1183., (10.1016/j.procs.2022.01.317 ) 2021 Chen, Z., Liu, Y., Valera Medina, A. and Robinson, F. 2021. Multi-sourced modelling for strip breakage using knowledge graph embeddings . Presented at: 54th CIRP Conference on Manufacturing Systems (CMS 2021), Virtual, 22-24 September 202154th CIRP CMS 2021 - Towards Digitalized Manufacturing 4.0 , Vol. 104. Elsevier pp. 1884-1889., (10.1016/j.procir.2021.11.318 ) Yang, J., Chen, Z., Liu, Y. and Ryan, M. 2021. Sliding window filter based strip breakage modelling for failure prediction . Presented at: IEEE 17th International Conference on Automation Science and Engineering (CASE 2021), Lyon, France, 23-27 August 20212021 IEEE 17th International Conference on Automation Science and Engineering (CASE) . IEEE pp. 1461-1466., (10.1109/CASE49439.2021.9551660 ) Chen, Z., Liu, Y., Valera-Medina, A., Robinson, F. and Packianather, M. 2021. Multi-faceted modelling for strip breakage in cold rolling using machine learning . International Journal of Production Research 59(21), pp. 6347-6360. (10.1080/00207543.2020.1812753 ) 2020 2019 Chen, Z., Liu, Y., Valera Medina, A. and Robinson, F. 2019. Characterizing strip snap in cold rolling process using advanced data analytics . Procedia CIRP 81, pp. 453-458. (10.1016/j.procir.2019.03.078 ) Chen, Z., Liu, Y., Valera Medina, A. and Robinson, F. 2019. Strip snap analytics in cold rolling process using machine learning . Presented at: 2019 IEEE 15th International Conference on Automation Science and Engineering, Vancouver, BC, Canada, 22-26 August 2019. pp. -. Articles Chen, Z., Wan, Y., Liu, Y. and Valera Medina, A. 2024. A knowledge graph-supported information fusion approach for . Information Fusion 101, article number: 101985. (10.1016/j.inffus.2023.101985 ) Chen, Z., Liu, Y., Valera-Medina, A., Robinson, F. and Packianather, M. 2021. Multi-faceted modelling for strip breakage in cold rolling using machine learning . International Journal of Production Research 59(21), pp. 6347-6360. (10.1080/00207543.2020.1812753 ) Chen, Z., Liu, Y., Valera Medina, A. and Robinson, F. 2019. Characterizing strip snap in cold rolling process using advanced data analytics . Procedia CIRP 81, pp. 453-458. (10.1016/j.procir.2019.03.078 ) Conferences Wan, Y., Chen, Z., Liu, Y., Packianather, M. and Wang, R. 2023. Constructing industrial knowledge graph through ontology and link prediction . Presented at: IEEE International Conference on Automation Science and Engineering (CASE), Auckland, New Zealand, 26-29 August 20232023 IEEE 19th International Conference on Automation Science and Engineering (CASE) . IEEE pp. 1-6., (10.1109/CASE56687.2023.10260566 ) Wan, Y., Chen, Z., Hu, F., Liu, Y., Packianather, M. and Wang, R. 2022. Exploiting knowledge graph for multi-faceted conceptual modelling using GCN . Presented at: 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2021), Linz, Austria, 17-19 November 2021, Vol. 200. Procedia Computer Science, Vol 200 pp. 1174-1183., (10.1016/j.procs.2022.01.317 ) Chen, Z., Liu, Y., Valera Medina, A. and Robinson, F. 2021. Multi-sourced modelling for strip breakage using knowledge graph embeddings . Presented at: 54th CIRP Conference on Manufacturing Systems (CMS 2021), Virtual, 22-24 September 202154th CIRP CMS 2021 - Towards Digitalized Manufacturing 4.0 , Vol. 104. Elsevier pp. 1884-1889., (10.1016/j.procir.2021.11.318 ) Yang, J., Chen, Z., Liu, Y. and Ryan, M. 2021. Sliding window filter based strip breakage modelling for failure prediction . Presented at: IEEE 17th International Conference on Automation Science and Engineering (CASE 2021), Lyon, France, 23-27 August 20212021 IEEE 17th International Conference on Automation Science and Engineering (CASE) . IEEE pp. 1461-1466., (10.1109/CASE49439.2021.9551660 ) Chen, Z., Liu, Y., Valera Medina, A. and Robinson, F. 2020. A multi-source feature-level fusion approach for predicting strip breakage in cold rolling . Presented at: 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE), Virtual, 20-24 August 20202020 IEEE 16th International Conference on Automation Science and Engineering (CASE) . IEEE pp. 482-487., (10.1109/CASE48305.2020.9216854 ) Chen, Z., Liu, Y., Valera Medina, A. and Robinson, F. 2019. Strip snap analytics in cold rolling process using machine learning . Presented at: 2019 IEEE 15th International Conference on Automation Science and Engineering, Vancouver, BC, Canada, 22-26 August 2019. pp. -. Thesis
