Selected Publications

Google Scholar

Journal Articles

  1. Lu, Y., Wang, L., Bao, J., Lastra, J. M., & Ameri, F. (2022). Semantic artificial intelligence for smart manufacturing automation. Robotics and Computer-Integrated Manufacturing, 102333. [DOI]
  2. Zhou, B., Shen, X., Lu, Y., Li, X., Hua, B., Liu, T., & Bao, J. (2022). Semantic-aware event link reasoning over industrial knowledge graph embedding time series data. International Journal of Production Research, 1-18. [DOI]
  3. Wang, H., Tao, J., Peng, T., Brintrup, A., Kosasih, E. E., Lu, Y., … & Hu, L. (2022). Dynamic inventory replenishment strategy for aerospace manufacturing supply chain: combining reinforcement learning and multi-agent simulation. International Journal of Production Research, 1-20. [DOI]
  4. Lu, Y., Zheng, H., Chand, S., Xia, W., Liu, Z., Xu, X., … & Bao, J. (2022). Outlook on human-centric manufacturing towards Industry 5.0. Journal of Manufacturing Systems62, 612-627. [DOI]
  5. Xu, X., Lu, Y., Vogel-Heuser, B., & Wang, L. (2021). Industry 4.0 and Industry 5.0—Inception, conception and perception. Journal of Manufacturing Systems61, 530-535. [DOI]
  6. Guo, L., Yan, F., Lu, Y., Zhou, M., & Yang, T. (2022). An automatic machining process decision-making system based on knowledge graph. International Journal of Computer Integrated Manufacturing, 1–22. [DOI]
  7. Liu, C., Su, Z., Xu, X., & Lu, Y. (2022). Service-oriented industrial internet of things gateway for cloud manufacturing. Robotics and Computer-Integrated Manufacturing73, 102217. [DOI]
  8. Guo, L., Yan, F., Li, T., Yang, T., & Lu, Y. (2022). An automatic method for constructing machining process knowledge base from knowledge graph. Robotics and Computer-Integrated Manufacturing73, 102222. [DOI]
  9. Qin, Z., & Lu, Y. (2021). Self-organizing manufacturing network: A paradigm towards smart manufacturing in mass personalization. Journal of Manufacturing Systems60, 35-47. [DOI]
  10. Aheleroff, S., Xu, X., Zhong, R. Y., & Lu, Y. (2021). Digital twin as a service (DTaaS) in industry 4.0: an architecture reference model. Advanced Engineering Informatics47, 101225. (ESI Highly Cited Paper)
  11. Zhou, B., Bao, J., Li, J., Lu, Y., Liu, T., & Zhang, Q. (2021). A novel knowledge graph-based optimization approach for resource allocation in discrete manufacturing workshops. Robotics and Computer-Integrated Manufacturing71, 102160. [DOI]
  12. Lu, Y., Adrados, J. S., Chand, S. S., & Wang, L. (2021). Humans Are Not Machines—Anthropocentric Human–Machine Symbiosis for Ultra-Flexible Smart Manufacturing. Engineering, 7(6), 734–737. [DOI
  13. Guo, L., Zhou, M., Lu, Y., Yang, T., & Yang, F. (2021). A hybrid 3D feature recognition method based on rule and graph. International Journal of Computer Integrated Manufacturing, 1-25. [DOI]
  14. Liu, T., Wang, J., Huang, X., Lu, Y., & Bao, J. (2021). 3DSMDA-Net: An improved 3DCNN with separable structure and multi-dimensional attention for welding status recognition. Journal of Manufacturing Systems. [DOI]
  15. Lv, Q., Zhang, R., Sun, X., Lu, Y., & Bao, J. (2021). A Digital Twin-Driven Human-Robot Collaborative Assembly Approach in the Wake of COVID-19. Journal of Manufacturing Systems. [DOI]
  16. Liu, S., Lu, S., Li, J., Sun, X., Lu, Y., & Bao, J. (2021). Machining process-oriented monitoring method based on digital twin via augmented reality. The International Journal of Advanced Manufacturing Technology, 1-18. [DOI]
  17. Huang, H., Yang, L., Wang, Y., Xu, X., & Lu, Y. (2021). Digital Twin-driven online anomaly detection for an automation system based on edge intelligence. Journal of Manufacturing Systems59, 138-150. [DOI]
  18. Liu, S., Lu, Y., Li, J., Song, D., Sun, X., & Bao, J. (2021). Multi-scale evolution mechanism and knowledge construction of a digital twin mimic model. Robotics and Computer-Integrated Manufacturing71, 102123. [DOI]
  19. Lu, Y., Xu, X., & Wang, L. (2020). Smart manufacturing process and system automation – A critical review of the standards and envisioned scenarios. Journal of Manufacturing Systems, 56, 312-325. [DOI] (ESI Highly Cited Paper)
  20. Fan, W., Zheng, L., Ji, W., Xu, X., Lu, Y., & Wang, L. A machining accuracy informed adaptive positioning method for finish machining of assembly interfaces of large-scale aircraft components. Robotics and Computer-Integrated Manufacturing67, 102021. [DOI]
  21. Fan, W., Zheng, L., Ji, W., Xu, X., Wang, L., Lu, Y., & Zhao, X. (2020). Function block-based closed-loop adaptive machining for assembly interfaces of large-scale aircraft components. Robotics and Computer-Integrated Manufacturing66, 101994. [DOI]
  22. Lu, Y., & Asghar, M. (2020). Semantic communications between distributed cyber-physical systems towards collaborative automation for smart manufacturing. Journal of Manufacturing Systems55, 348-359. [DOI]
  23. Liu, S., Bao, J., Lu, Y., Li, J., Lu, S., & Sun, X. (2020). Digital twin modeling method based on biomimicry for machining aerospace components. Journal of Manufacturing Systems [DOI]. (ESI Highly Cited Paper)
  24. Flores, E., Xu, X., & Lu, Y. (2020). Human Capital 4.0: a workforce competence typology for Industry 4.0. Journal of Manufacturing Technology Management.
  25. Ye, X., & Lu, Y. (2020). Automatic Extraction of Engineering Rules From Unstructured Text: A Natural Language Processing Approach. Journal of Computing and Information Science in Engineering20(3). [DOI]
  26. Aheleroff, S., Xu, X., Lu, Y., Aristizabal, M., Pablo Velásquez, J., Joa, B., & Valencia, Y. (2020). IoT-enabled smart appliances under industry 4.0: A case study. Advanced Engineering Informatics, 43, 101043. [DOI] (ESI Highly Cited Paper)
  27. Lu, Y., Liu, C., 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. [DOI] (ESI High Cited Paper, ESI Hot Cited Paper)
  28. Lu, Y., & Xu, X. (2019). Cloud-based manufacturing equipment and big data analytics to enable on-demand manufacturing services. Robotics and Computer-Integrated Manufacturing, 57, 92-102. [DOI] (ESI High Cited Paper)
  29. 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. [DOI]
  30. Lu, Y., Peng, T., & Xu, X. (2019). Energy-efficient cyber-physical production network: Architecture and technologies. Computers & Industrial Engineering, 129, 56-66. [DOI]
  31. Lu, Y., Wang, H., & Xu, X. (2019). ManuService ontology: A product data model for service-oriented business interactions in a cloud manufacturing environment. Journal of Intelligent Manufacturing30(1), 317-334. [DOI(ESI High Cited Paper)
  32. Mubarok, K., Xu, X., Ye, X., Zhong, R. Y., & Lu, Y. (2018). Manufacturing service reliability assessment in cloud manufacturing. Procedia CIRP72, 940-946.
  33. Lu, Y., & Xu, X. (2018). Resource virtualization: A core technology for developing cyber-physical production systems. Journal of manufacturing systems47, 128-140. [DOI]
  34. Zheng, P., Lu, Y., Xu, X., & Xie, S. Q. (2017). A system framework for OKP product planning in a cloud-based design environment. Robotics and computer-integrated manufacturing45, 73-85. [DOI]
  35. Lu, Y., & Xu, X. (2017). A semantic web-based framework for service composition in a cloud manufacturing environment. Journal of manufacturing systems42, 69-81. [DOI]
  36. Yu, C., Xu, X., & Lu, Y. (2015). Computer-integrated manufacturing, cyber-physical systems and cloud manufacturing–concepts and relationships. Manufacturing letters6, 5-9. [DOI]
  37. Lu, Y., Xu, X., & Xu, J. (2014). Development of a hybrid manufacturing cloud. Journal of Manufacturing Systems33(4), 551-566. [DOI]
  38. Lu, Y., Shao, Q., Singh, C., Xu, X., & Ye, X. (2014). Ontology for manufacturing resources in a cloud environment. International Journal of Manufacturing Research9(4), 448-469. [DOI]


Peer-reviewed Conference Papers

  1. Qin, Z., & Lu, Y. (2021, June). Multi-Agent-Based Self-Organizing Manufacturing Network Towards Mass Personalization. In International Manufacturing Science and Engineering Conference (Vol. 85079, p. V002T07A016). American Society of Mechanical Engineers.
  2. Ramesh, A., Qin, Z., & Lu, Y. (2020, September). Digital Thread Enabled Manufacturing Automation Towards Mass Personalization. In International Manufacturing Science and Engineering Conference (Vol. 84263, p. V002T07A008). American Society of Mechanical Engineers.
  3. Xia, W., Goh, J., Cortes, C. A., Lu, Y., & Xu, X. (2020, August). Decentralized coordination of autonomous AGVs for flexible factory automation in the context of Industry 4.0. In 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE) (pp. 488-493). IEEE.
  4. Letford, F., Rogers, M., Xu, X., & Lu, Y. (2020, August). Machine Learning to Empower a Cyber-Physical Machine Tool. In 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE) (pp. 989-994). IEEE.
  5. Flores, E., Xu, X., & Lu, Y. (2020, August). Human Cyber-Physical Systems: A skill-based correlation between humans and machines. In 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE) (pp. 1313-1318). IEEE.
  6. Qin, Z., Lu, Y., Zhang, H., Liu, X., & Zheng, L. (2020, September). A Reconfigurable Jig Assistant Assembly System Based on Wearable Devices. In International Manufacturing Science and Engineering Conference (Vol. 84263, p. V002T07A005). American Society of Mechanical Engineers.
  7. Lu, Y., Huang, H., Liu, C., & Xu, X. (2019). Standards for Smart Manufacturing: A review. 2019 IEEE 15th International Conference on Automation Science and Engineering (CASE). Presented at the 2019 IEEE 15th International Conference on Automation Science and Engineering (CASE). doi: 10.1109/coase.2019.8842989
  8. Lu, Y., & Xu, X. (2015, September). Protecting intellectual property in a cloud manufacturing environment: Requirements and strategies. In IFIP International Conference on Advances in Production Management Systems (pp. 404-411). Springer, Cham.
  9. Lu, Y., & Xu, X. (2015, June). Process and production planning in a cloud manufacturing environment. In ASME 2015 International Manufacturing Science and Engineering Conference (pp. V002T04A018-V002T04A018). American Society of Mechanical Engineers.
  10. Lu, Y., & Xu, X. (2014, December). Cloud manufacturing for a service-oriented paradigm shift. In 2014 IEEE International Conference on Industrial Engineering and Engineering Management (pp. 1146-1150). IEEE.
  11. Lu, Y., Xu, J., & Xu, X. (2013, November). A new paradigm shift for manufacturing businesses. In ASME 2013 International Mechanical Engineering Congress and Exposition (pp. V011T06A001-V011T06A001). American Society of Mechanical Engineers.