Dr. Chao Liu is currently a Research Assistant Professor in the Department of Industrial and Systems Engineering (ISE) at The Hong Kong Polytechnic University. He received his Ph.D. in Mechanical Engineering at the University of Auckland, New Zealand, in 2018. He obtained his Bachelor’s and Master’s degrees in Mechanical Engineering both from Northeastern University, China, in 2012 and 2014, respectively. Before joining ISE at PolyU, Dr. Liu has been working on a Horizon2020 project as a Research Associate (Postdoc) in the School of Engineering at Cardiff University, UK, from May 2019.
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Liu, C., Su, Z., Xu, X., & Lu, Y.* (2022). Service-oriented industrial internet of things gateway for cloud manufacturing. Robotics and Computer-Integrated Manufacturing, 73, 102217. (IF: 5.666) https://doi.org/10.1016/j.rcim.2021.102217
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Liu, C.*, Zheng, Pai., Xu, Xun. (2021). Digitalization and servitization of machine tools in the era of Industry 4.0: A review. International Journal of Production Research. (IF: 8.568) http://dx.doi.org/10.1080/00207543.2021.1969462
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Liu, C.*, Le Roux, L., Körner, C., Tabaste, O., Lacan, F., & Bigot, S. (2020). Digital Twin-enabled Collaborative Data Management for Metal Additive Manufacturing Systems. Journal of Manufacturing Systems. (IF: 8.633) https://doi.org/10.1016/j.jmsy.2020.05.010
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Liu, C., Vengayil, H., Lu, Y., & Xu, X.* (2019). A cyber-physical machine tools platform using OPC UA and MTConnect. Journal of Manufacturing Systems, 51, 61-74. (IF: 8.633) https://doi.org/10.1016/j.jmsy.2019.04.006
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Liu, C., Vengayil, H., Zhong, R. Y., & Xu, X.* (2018). A Systematic Development Method for Cyber-Physical Machine Tools. Journal of Manufacturing Systems, 48, 13-24. (IF: 8.633) https://doi.org/10.1016/j.jmsy.2018.02.001
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Liu, C., Cao, S., Tse, W., & Xu, X.* (2017). Augmented Reality-assisted Intelligent Window for Cyber-Physical Machine Tools. Journal of Manufacturing Systems, 44, 280-286. (IF: 8.633) https://doi.org/10.1016/j.jmsy.2017.04.008
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Xia, L., Zheng, P.*, Huang, X., Liu, C. (2021). A novel hypergraph convolution network-based approach for predicting the material removal rate in chemical mechanical planarization. Journal of Intelligent Manufacturing, 1-12. (IF: 6.485) https://doi.org/10.1007/s10845-021-01784-1
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Yuan, Z., Wang, B., Liu, C., Wang, Z., Zhang, X., & Zhang, Y.* (2021). The Crack Propagation Trend Analysis in Ceramic Rolling Element Bearing considering Initial Crack Angle and Contact Load Effect. Shock and Vibration, 2021. (IF: 1.543)
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Lu, Y., Liu, C., Kevin, I., Wang, K., Huang, H., & Xu, X.* (2020). Digital Twin-driven smart manufacturing: Connotation, reference model, applications and research issues. Robotics and Computer-Integrated Manufacturing, 61, 101837. (IF: 5.666) https://doi.org/10.1016/j.rcim.2019.101837
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Wang, B., Tao, F., Fang, X.*, Liu, C., Liu, Y., & Freiheit, T. (2020). Smart manufacturing and intelligent manufacturing: A comparative review. Engineering. (IF: 7.553) https://doi.org/10.1016/j.eng.2020.07.017
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Li, X., Wang, B., Liu, C., Freiheit, T., & Epureanu, B. I. (2020) Intelligent Manufacturing Systems in COVID-19 Pandemic and Beyond: Framework and Impact Assessment. Chinese Journal of Mechanical Engineering, 33, 58. (IF: 1.936) https://doi.org/10.1186/s10033-020-00476-w
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Luo, S., Zhang, F.*, Liu, C., & Zhong, R. Y. (2020). Frequencies estimation of gearbox vibration signal based on normalized lattice filter with RLS-based algorithm. Measurement Science and Technology. (IF: 2.046) https://doi.org/10.1088/1361-6501/aba93a
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Kajati, E.*, Papcun, P., Liu, C., Zhong, R. Y., Koziorek, J., & Zolotova, I. (2019). Cloud based cyber-physical systems: Network evaluation study. Advanced Engineering Informatics, 42, 100988. (IF: 5.603) https://doi.org/10.1016/j.aei.2019.100988
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Zheng, P., Sang, Z., Zhong, R. Y., Liu, Y., Liu, C., Mubarok, K., Yu, S., & Xu, X.* (2018). Smart Manufacturing Systems for Industry 4.0: Conceptual Framework, Scenarios, and Future Perspectives. Frontiers of Mechanical Engineering, 1-14. (IF: 4.528) https://doi.org/10.1007/s11465-018-0499-5
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Deng, C., Guo, R., Liu, C., Zhong, R. Y., & Xu, X.* (2018). Data Cleansing for Energy-saving: a case of Cyber-Physical Machine Tools Health Monitoring System. International Journal of Production Research, 56(1-2), 1000-1015. (IF: 8.568) https://doi.org/10.1080/00207543.2017.1394596
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Zheng, P., Xu, X.*, Yu, S., & Liu, C. (2017). Personalized Product Configuration Framework in an Adaptable Open Architecture Product Platform. Journal of Manufacturing Systems, 43, 422-435. (IF: 8.633) https://doi.org/10.1016/j.jmsy.2017.03.010
I am looking for a Postdoctoral Fellow to assist in the research project: “Digital twin-enabled real-time process optimization for fluid jet polishing of freeform surfaces”.
Applicants should have obtained a PhD degree in Mechanical Engineering, Manufacturing, Data Science or related disciplines.
Preference will be given to those with experience in sensor signal analysis, data analytics and machine learning, machining process optimization and control, and machining simulation.