Research output per year
Research output per year
- 40 results
Search results
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2022
A Conceptual Framework of Adaptive AR-Based Digital Guidance System for High-Mix Low-Volume Manual Assembly
Gan, Z. L., Musa, S. N., Yap, H. J., Liu, C. & Xu, Y., 10 Oct 2022, 2022 27th International Conference on Automation and Computing (ICAC). IEEE, 5 p. 9911112Research output: Chapter in Book/Published conference output › Conference publication
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A high-fidelity digital twin approach for the optimisation of fluid jet polishing process
Liu, C., Wang, C., Zhang, Z., Lyu, P. & Cheung, C. F., 26 May 2022, In: Procedia CIRP. 107, p. 101-106 6 p.Research output: Contribution to journal › Conference article › peer-review
Open AccessFile -
A novel model-independent data augmentation method for fault diagnosis in smart manufacturing
Lyu, P., Zhang, H., Yu, W. & Liu, C., 26 May 2022, In: Procedia CIRP. 107, p. 949-954 6 p.Research output: Contribution to journal › Conference article › peer-review
Open AccessFile -
A Novel Multiview Sampling-based Meta Self-Paced Learning Approach for Class-imbalanced Intelligent Fault Diagnosis
Lyu, P., Zheng, P., Yu, W., Liu, C. & Xia, M., 13 Oct 2022, In: IEEE Transactions on Instrumentation and Measurement. 71, 12 p., 3527512.Research output: Contribution to journal › Article › peer-review
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A novel RSG-based intelligent bearing fault diagnosis method for motors in high-noise industrial environment
Lyu, P., Zhang, K., Yu, W., Wang, B. & Liu, C., Apr 2022, In: Advanced Engineering Informatics. 52, 101564.Research output: Contribution to journal › Article › peer-review
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Application of Multichannel Active Vibration Control in a Multistage Gear Transmission System
Zhang, F., Sun, W., Liu, C., Xiao, H. & Zhang, Y., 10 Feb 2022, In: Shock and Vibration. 2022, 9970106.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
A simulated annealing hyper-heuristic algorithm for process planning and scheduling in remanufacturing
Hu, Y., Zhang, M., Liu, C., Xu, Y., Wang, Z. & Jia, Y., 10 Oct 2022, 2022 27th International Conference on Automation and Computing (ICAC). IEEEResearch output: Chapter in Book/Published conference output › Conference publication
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Compound fault diagnosis for industrial robots based on dual-transformer networks
Chen, C., Liu, C., Wang, T., Zhang, A., Wu, W. & Cheng, L., Feb 2023, In: Journal of Manufacturing Systems. 66, p. 163-178Research output: Contribution to journal › Article › peer-review
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Digital Twin-enabled Collaborative Data Management for Metal Additive Manufacturing Systems
Liu, C., Le Roux, L., Körner, C., Tabaste, O., Lacan, F. & Bigot, S., Jan 2022, In: Journal of Manufacturing Systems. 62, p. 857-874 18 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Dynamic Scheduling Method for Job-shop Manufacturing Systems by Deep Reinforcement Learning with Proximal Policy Optimization
Zhang, M., Yang, L., Liu, C. & Xu, Y., 20 May 2022.Research output: Unpublished contribution to conference › Poster › peer-review
Open Access -
Machine learning applications in Cyber-Physical Production Systems: a survey
Zhang, Z., Liu, C., Zhang, J., Peng, T., Hu, X. & Xu, Y., 10 Oct 2022, 2022 27th International Conference on Automation and Computing (ICAC). IEEE, 6 p. 9911092Research output: Chapter in Book/Published conference output › Conference publication
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Review on robot-assisted polishing: Status and future trends
Ke, X., Yu, Y., Li, K., Wang, T., Zhong, B., Wang, Z., Kong, L., Guo, J., Huang, L., Idir, M., Liu, C. & Wang, C., Apr 2023, In: Robotics and Computer-Integrated Manufacturing. 80, 28 p., 102482.Research output: Contribution to journal › Review article › peer-review
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Service-oriented industrial internet of things gateway for cloud manufacturing
Liu, C., Su, Z., Xu, X. & Lu, Y., Feb 2022, In: Robotics and Computer-Integrated Manufacturing. 73, 102217.Research output: Contribution to journal › Article › peer-review
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Task offloading in cloud-edge collaboration-based cyber physical machine tool
Wang, C., Guo, R., Yu, H., Liu, C. & Deng, C., Feb 2023, In: Robotics and Computer-Integrated Manufacturing. 79, 13 p., 102439.Research output: Contribution to journal › Article › peer-review
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2021
A novel hypergraph convolution network-based approach for predicting the material removal rate in chemical mechanical planarization
Xia, L., Zheng, P., Huang, X. & Liu, C., 24 May 2021, (E-pub ahead of print) In: Journal of Intelligent Manufacturing.Research output: Contribution to journal › Article › peer-review
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Automatised quality assessment in additive layer manufacturing using layer-by-layer surface measurements and deep learning
Roux, L. L., Liu, C., Ji, Z., Kerfriden, P., Gage, D., Feyer, F., Körner, C. & Bigot, S., 2021, In: Procedia CIRP. 99, p. 342-347 6 p.Research output: Contribution to journal › Conference article › peer-review
Open AccessFile -
Digitalisation and servitisation of machine tools in the era of Industry 4.0: a review
Liu, C., Zheng, P. & Xu, X., 30 Aug 2021, (E-pub ahead of print) In: International Journal of Production Research.Research output: Contribution to journal › Review article › peer-review
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Frequencies estimation of gearbox vibration signal based on normalized lattice filter with RLS-based algorithm
Luo, S., Zhang, F., Liu, C. & Zhong, R. Y., Jan 2021, In: Measurement Science and Technology. 32, 1, 015104.Research output: Contribution to journal › Article › peer-review
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Predicting the material removal rate in chemical mechanical planarization process: A hypergraph neural network-based approach
Xia, L., Zheng, P. & Liu, C., 17 Nov 2021, 41st Computers and Information in Engineering Conference (CIE). American Society of Mechanical Engineers(ASME), 7 p. v002t02a057. (Proceedings of the ASME Design Engineering Technical Conference; vol. 2).Research output: Chapter in Book/Published conference output › Conference publication
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Smart Manufacturing and Intelligent Manufacturing: A Comparative Review
Wang, B., Tao, F., Fang, X., Liu, C., Liu, Y. & Freiheit, T., Jun 2021, In: Engineering. 7, 6, p. 738-757 20 p.Research output: Contribution to journal › Review article › peer-review
Open AccessFile -
The Crack Propagation Trend Analysis in Ceramic Rolling Element Bearing considering Initial Crack Angle and Contact Load Effect
Yuan, Z., Wang, B., Liu, C., Wang, Z., Zhang, X. & Zhang, Y., 30 Jul 2021, In: Shock and Vibration. 2021, 5559296.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
2020
Digital Twin-driven smart manufacturing: Connotation, reference model, applications and research issues
Lu, Y., Liu, C., Wang, K. I. K., Huang, H. & Xu, X., Feb 2020, In: Robotics and Computer-Integrated Manufacturing. 61, 101837.Research output: Contribution to journal › Review article › peer-review
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Intelligent Manufacturing Systems in COVID-19 Pandemic and Beyond: Framework and Impact Assessment
Li, X., Wang, B., Liu, C., Freiheit, T. & Epureanu, B. I., 1 Dec 2020, In: Chinese Journal of Mechanical Engineering (English Edition). 33, 1, 58.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Machine Learning-enabled feedback loops for metal powder bed fusion additive manufacturing
Liu, C., Le Roux, L., Ji, Z., Kerfriden, P., Lacan, F. & Bigot, S., 2020, In: Procedia Computer Science. 176, p. 2586-2595 10 p.Research output: Contribution to journal › Conference article › peer-review
Open AccessFile -
2019
A Cyber-Physical Machine Tools Platform using OPC UA and MTConnect
Liu, C., Vengayil, H., Lu, Y. & Xu, X., Apr 2019, In: Journal of Manufacturing Systems. 51, p. 61-74 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Cloud based cyber-physical systems: Network evaluation study
Kajati, E., Papcun, P., Liu, C., Zhong, R. Y., Koziorek, J. & Zolotova, I., Oct 2019, In: Advanced Engineering Informatics. 42, 100988.Research output: Contribution to journal › Article › peer-review
Open Access -
Standards for smart manufacturing: A review
Lu, Y., Huang, H., Liu, C. & Xu, X., 19 Sep 2019, 2019 IEEE 15th International Conference on Automation Science and Engineering, CASE 2019. IEEE, p. 73-78 6 p. 8842989. (IEEE International Conference on Automation Science and Engineering; vol. 2019-August).Research output: Chapter in Book/Published conference output › Conference publication
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Visualisation of the digital twin data in manufacturing by using augmented reality
Zhu, Z., Liu, C. & Xu, X., 2019, In: Procedia CIRP. 81, p. 898-903 6 p.Research output: Contribution to journal › Conference article › peer-review
Open AccessFile -
2018
A cyber-physical machine tool framework based on STEP-NC
Kubota, T., Liu, C., Mubarok, K. & Xu, X., 2018, In: Proceedings of International Conference on Computers and Industrial Engineering, CIE. 2018-DecemberResearch output: Contribution to journal › Conference article › peer-review
Open Access -
An approach to complete product definition using step in cloud manufacturing
Wardhani, R., Liu, C., Mubarok, K. & Xu, X., 24 Sep 2018, Additive Manufacturing; Bio and Sustainable Manufacturing. American Society of Mechanical Engineers(ASME), Vol. 1. 9 p. (ASME 2018 13th International Manufacturing Science and Engineering Conference, MSEC 2018; vol. 1).Research output: Chapter in Book/Published conference output › Conference publication
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A systematic development method for cyber-physical machine tools
Liu, C., Vengayil, H., Zhong, R. Y. & Xu, X., Jul 2018, In: Journal of Manufacturing Systems. 48, Part C, p. 13-24 12 p.Research output: Contribution to journal › Article › peer-review
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Cloud-based control of industrial cyber-physical systems
Papcun, P., Kajati, E., Liu, C., Zhong, R. Y., Koziorek, J. & Zolotova, I., 2018, In: Proceedings of International Conference on Computers and Industrial Engineering, CIE. 2018-DecemberResearch output: Contribution to journal › Conference article › peer-review
Open Access -
Data cleansing for energy-saving: a case of Cyber-Physical Machine Tools health monitoring system
Deng, C., Guo, R., Liu, C., Zhong, R. Y. & Xu, X., 17 Jan 2018, In: International Journal of Production Research. 56, 1-2, p. 1000-1015 16 p.Research output: Contribution to journal › Article › peer-review
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From Open CNC Systems to Cyber-Physical Machine Tools: A Case Study
Deng, C., Guo, R., Zheng, P., Liu, C., Xu, X. & Zhong, R. Y., 2018, In: Procedia CIRP. 72, p. 1270-1276 7 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Machine Tool Digital Twin: Modelling methodology and applications
Liu, C., Hong, X., Zhu, Z. & Xu, X., 2018, In: Proceedings of International Conference on Computers and Industrial Engineering, CIE. 2018-DecemberResearch output: Contribution to journal › Conference article › peer-review
Open Access -
MTConnect-based Cyber-Physical Machine Tool: A case study
Liu, C., Xu, X., Peng, Q. & Zhou, Z., 2018, In: Procedia CIRP. 72, p. 492-497 6 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Smart manufacturing systems for Industry 4.0: Conceptual framework, scenarios, and future perspectives
Zheng, P., wang, H., Sang, Z., Zhong, R. Y., Liu, Y., Liu, C., Mubarok, K., Yu, S. & Xu, X., 1 Jun 2018, In: Frontiers of Mechanical Engineering. 13, 2, p. 137-150 14 p.Research output: Contribution to journal › Review article › peer-review
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2017
Augmented Reality-assisted Intelligent Window for Cyber-Physical Machine Tools
Liu, C., Cao, S., Tse, W. & Xu, X., Jul 2017, In: Journal of Manufacturing Systems. 44, p. 280-286 7 p.Research output: Contribution to journal › Conference article › peer-review
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Cyber-physical Machine Tool - The Era of Machine Tool 4.0
Liu, C. & Xu, X., 2017, In: Procedia CIRP. 63, p. 70-75 6 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Personalized product configuration framework in an adaptable open architecture product platform
Zheng, P., Xu, X., Yu, S. & Liu, C., Apr 2017, In: Journal of Manufacturing Systems. 43, 3, p. 422-435 14 p.Research output: Contribution to journal › Article › peer-review