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RAIDS Roadmap
Warmest welcome to Ms. Zhao joining RAIDS!
Xia, L.^, Li, C. ^, Zhang, C., Liu, S., & Zheng, P.*. (2024). Leveraging error-assisted fine-tuning large language models for manufacturing excellence. Robotics and Computer-Integrated Manufacturing, 88, 102728. Li, S.^, You, Y., Zheng, P, Wang, Xi Vincent, Wang, L.”Mutual-Cognition for Proactive Human-Robot Collaboration: A Mixed Reality-enabled Visual Reasoning-based Method.” IISE Transactions…Read More
Project the Human-robot Collaboration Disassembly System for Retired Battery received this award.
Shufei Li, Pai Zheng, and Lihui Wang. “Proactive Human-Robot Collaboration Toward Human-Centric Smart Manufacturing.” Elsevier. June 1, 2024.
The thesis topic is A Systematic Graph-Based Methodology for Cognitive Predictive Maintenance of Complex Engineering Equipment.
Yin, Y.^, Zheng, P.*, Li, C.^, Cong, J.+, & Pang, Y. M. An empirical study of an MR-enhanced kinematic prototyping approach for articulated products. Advanced Engineering Informatics, 2023, 58, 102203. https://doi.org/10.1016/j.aei.2023.102203 Xia,L.^, Zheng, P.*, Li J, et al. Histogram-Based Gradient Boosting Tree: A Federated Learning Approach for Collaborative Fault Diagnosis[J].…Read More
Warmest welcome to the three PhD students joining RAIDS!
The thesis topic is A Systematic Exploration Methodology to Achieve Proactive Human-Robot Collaboration in the Human-Centric Smart Manufacturing Environment.
Liu, S.+, Zheng, P.*, Xia, L.^, & Bao, J. A dynamic updating method of digital twin knowledge model based on fused memorizing-forgetting model. Advanced Engineering Informatics, 2023, 57, 102115. https://doi.org/10.1016/j.aei.2023.102115 Xiao, C.+, Zheng, P.*. Integrated system-level prognosis for hybrid systems subjected to multiple intermittent faults. Reliability Engineering & System…Read More
RAIDS Team has hosted the 2023 NSFC-RGC Conference on Frontiers of Industrial Big Data and Intelligent Systems in The Hong Kong Polytechnic University, Hong Kong SAR, China with more than 200 participants worldwide. More informaiton can be found via: https://www.nsfc-rgc2023.org
Tianyuan has published two papers: • Liu, T.+, Zheng, H., Zheng, P.*, Bao, J., Wang, J., Liu, X., Yang C. (2023) An expert knowledge-empowered CNN approach for welding radiographic image recognition. Advanced Engineering Informatics, 56, 101963. https://doi.org/10.1016/j.aei.2023.101963 • Liu, T.+, Zheng, P.*, Bao, J., Chen, H. A state-of-the-art survey of welding radiographic image analysis: Challenges,…Read More
More information can be read via: https://www.timeshighereducation.com/campus/tactics-leading-and-engaging-students-research-competitions
• Dong, K.^, Wang, Y., Wang, Z., Qiu, W., Zheng, P., & Xiong, Y. (2023). Reusability and energy absorption behavior of 4D printed continuous fiber-reinforced auxetic composite structures. Composites Part A: Applied Science and Manufacturing, 169, 107529. https://doi.org/10.1016/j.compositesa.2023.107529 • Liu, S.+, Bao, J., & Zheng, P.* (2023). A review of digital twin-driven machining: From…Read More
https://www.uisdc.com/dia-2023
Ke graduated from Nanjing University, and currently enrolled as a Mphil student in the RAIDS team.
https://www.polyu.edu.hk/publications/excelximpact/issue/202212/polyu-community/polyu-students-robot-project-shines-in-major-technology-competitions
https://cy.ncss.cn/information/2c93f4c682872dbb01849802948e17dd
2022 Hong Kong ICT Awards: https://www.hkictawards.hk/award_en.php?year=2022 https://www.polyu.edu.hk/en/rio/news/2022/20221013-hong-kong-ict-awards-2022-student-innovation-award/
Warmest welcome to the three PhD students joining RAIDS!