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ORCIDChangchun Liu 0002
Person information
- affiliation: Nanjing University of Aeronautics and Astronautics, Nanjing, China
Other persons with the same name
- Changchun Liu — disambiguation page
- Changchun Liu 0001
![[0000-0001-8210-0707]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-8210-0707")
— Shandong University, Jinan, China - Changchun Liu 0003 — XShandong University, Jinan, China
- Changchun Liu 0004 — Shandong University, Jinan, China
- Changchun Liu 0005 — National University of Singapore, Singapore
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2020 – today
- 2026
[j16]Zhen Zhao, Dunbing Tang, Changchun Liu, Liping Wang, Zequn Zhang, Haihua Zhu, Kai Chen, Qingwei Nie, Yuchen Ji:
A Large language model-based multi-agent manufacturing system for intelligent shopfloors. Adv. Eng. Informatics 69: 103888 (2026)- [j15]Ye Ma, Dunbing Tang, Haihua Zhu, Qixiang Cai, Zequn Zhang, Liping Wang, Changchun Liu:
Probing AR-assisted seamless HRC assembly for industry 5.0: Multi-modal mutual cognition and LLM-driven knowledge reasoning. Robotics Comput. Integr. Manuf. 97: 103112 (2026) - 2025
- [j14]Changchun Liu, Jiaye Song, Dunbing Tang, Liping Wang, Haihua Zhu, Qixiang Cai:
Probing a novel machine tool fault reasoning and maintenance service recommendation approach through data-knowledge empowered LLMs integrated with AR-assisted maintenance guidance. Adv. Eng. Informatics 66: 103460 (2025) - [j13]Changchun Liu, Dunbing Tang, Haihua Zhu, Qixiang Cai, Zequn Zhang, Qingwei Nie:
Enhancing machine tool predictive maintenance: A dual-model approach integrating improved deep autoencoders and graph attention network. Comput. Ind. Eng. 203: 111048 (2025) - [j12]Changchun Liu, Dunbing Tang, Haihua Zhu, Zequn Zhang, Liping Wang, Yi Zhang:
Vision language model-enhanced embodied intelligence for digital twin-assisted human-robot collaborative assembly. J. Ind. Inf. Integr. 48: 100943 (2025) - 2024
- [j11]Wei Chen, Zequn Zhang, Dunbing Tang, Changchun Liu, Yong Gui, Qingwei Nie, Zhen Zhao:
Probing an LSTM-PPO-Based reinforcement learning algorithm to solve dynamic job shop scheduling problem. Comput. Ind. Eng. 197: 110633 (2024) - [j10]Haihua Zhu, Jianjie Wang, Changchun Liu, Wei Shi, Qixiang Cai:
An MBD-driven order remaining completion time prediction method based on SSA-BiLSTM in the IoT-enabled manufacturing workshop. Int. J. Prod. Res. 62(10): 3559-3584 (2024) - [j9]Liping Wang, Qingwei Nie, Zequn Zhang, Dunbing Tang, Changchun Liu:
Probing an Easy-to-Deploy Multi-Agent Manufacturing System Based on Agent Computing Node: Architecture, Implementation, and Case Study. J. Comput. Inf. Sci. Eng. 24(4) (2024) - [j8]Changchun Liu, Dunbing Tang, Haihua Zhu, Qingwei Nie, Wei Chen, Zhen Zhao:
An augmented reality-assisted interaction approach using deep reinforcement learning and cloud-edge orchestration for user-friendly robot teaching. Robotics Comput. Integr. Manuf. 85: 102638 (2024) - 2023
- [j7]Changchun Liu, Haihua Zhu, Dunbing Tang, Qingwei Nie, Shipei Li, Yi Zhang, Xuan Liu:
A transfer learning CNN-LSTM network-based production progress prediction approach in IIoT-enabled manufacturing. Int. J. Prod. Res. 61(12): 4045-4068 (2023) - [j6]Qingwei Nie, Dunbing Tang, Changchun Liu, Liping Wang, Jiaye Song:
A multi-agent and cloud-edge orchestration framework of digital twin for distributed production control. Robotics Comput. Integr. Manuf. 82: 102543 (2023) - [j5]Changchun Liu, Zequn Zhang, Dunbing Tang, Qingwei Nie, Linqi Zhang, Jiaye Song:
A mixed perception-based human-robot collaborative maintenance approach driven by augmented reality and online deep reinforcement learning. Robotics Comput. Integr. Manuf. 83: 102568 (2023) - 2022
- [j4]Changchun Liu, Haihua Zhu, Dunbing Tang, Qingwei Nie, Tong Zhou, Liping Wang, Yejia Song:
Probing an intelligent predictive maintenance approach with deep learning and augmented reality for machine tools in IoT-enabled manufacturing. Robotics Comput. Integr. Manuf. 77: 102357 (2022) - [j3]Liping Wang, Dunbing Tang, Changchun Liu, Qingwei Nie, Zhen Wang, Linqi Zhang:
An Augmented Reality-Assisted Prognostics and Health Management System Based on Deep Learning for IoT-Enabled Manufacturing. Sensors 22(17): 6472 (2022) - 2021
- [j2]Changchun Liu, Dunbing Tang, Haihua Zhu, Qingwei Nie:
A Novel Predictive Maintenance Method Based on Deep Adversarial Learning in the Intelligent Manufacturing System. IEEE Access 9: 49557-49575 (2021) - [j1]Cheng He, Changchun Liu, Tao Wu, Ying Xu, Yang Wu, Tong Chen:
Medical rolling bearing fault prognostics based on improved extreme learning machine. J. Comb. Optim. 42(4): 700-721 (2021)
Coauthor Index
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