代表性学术论文（*为通讯作者）
1.Yiwei Wang, Qi Guo, Lianyu Zheng*, Binbin Wang, Pai Zheng. LLM based autonomous agent of human-robot collaboration for aerospace wire harnessing assembly. Robotics and Computer-Integrated Manufacturing. 2026(97):103120. (Q1, IF11.4)
2.Binbin Wang, Lianyu Zheng, Yiwei Wang*, Zhonghua Qi. LLM-based multi-agent task planning for human-robot collaborative assembly balancing operator experience and efficiency[J]. Journal of Manufacturing Systems. 2025(82): 1020-1045. (Q1, IF14.2)
3.Jian Zhou, Lianyu Zheng, Yiwei Wang*. Collaborative optimization for multirobot manufacturing system reliability through integration of SysML simulation and maintenance knowledge graph[J]. Journal of Manufacturing Systems. 2025(80): 749-775. (Q1, IF14.2)
4.Binbin Wang, Lianyu Zheng, Yiwei Wang*, Lihui Wang, Zhonghua Qi. Context-aware AR adaptive information push for product assembly: Aligning information load with human cognitive abilities[J]. Advanced Engineering Informatics. 2025(64): 103086. (Q1, IF9.9)
5.Binbin Wang, Lianyu Zheng, Yiwei Wang*, Wei Fang, Lihui Wang. Towards the industry 5.0 frontier: Review and prospect of XR in product assembly. Journal of Manufacturing System.2024(74):777-811. (Q1, IF14.2)
6.Yiwei Wang, Meili Li, Lianyu Zheng, et al. Phyformer: A degradation physics-informed self-data driven approach to machinery prognostics. Advanced Engineering Informatics (Q1, IF9.9). 2024(62):102772.
7.Jian Zhou, Lianyu Zheng, Yiwei Wang*, Chen Wang, Robert X.Gao. Automated model generation for machinery fault diagnosis based on reinforcement learning and neural architecture search. IEEE Transactions on Instrumentation and Measurement. 2022. (Q1, IF5.6)
8.Yiwei Wang, Lei Deng, Lianyu Zheng, Robert X. Gao. Temporal convolutional network with soft thresholding and attention mechanism for machinery prognostics. Journal of Manufacturing System.2021(60):512-526. (Q1, IF14.2)
9.Yahui Wang, Lianyu Zheng, Yiwei Wang*. Event-driven tool condition monitoring methodology considering tool life prediction based on industrial internet. Journal of Manufacturing Systems, 2020. 58(Part A):205-222. (Q1, IF14.2)
10.Yiwei Wang, Jian Zhou, Lianyu Zheng. An end-to-end fault diagnostics method based on convolutional neural network for rotating machinery with multiple case studies. Journal of Intelligent Manufacturing. 2020. (Q1, IF7.4)
11.Jian Zhou, Lianyu Zheng, Yiwei Wang*. A multistage deep transfer learning method for machinery fault diagnostics across diverse working conditions and devices. IEEE Access, 2020. 8:80879-80898. (Q2, IF3.4)
12.Yiwei Wang, Christian Gogu, Nam Ho Kim*, Raphael Haftka, Nicolas Binaud, Christian Bes, Noise-dependent ranking of prognostics algorithms based on discrepancy without true damage information, Reliability Engineering & System Safety, in press vol (184), April 2019, pp.86-100. (Q1, IF7.2)
13.Yiwei Wang, Christian Gogu, Nicolas Binaud*, Christian Bes, Jian Fu, A model-based prognostics method of fatigue crack growth in fuselage panels, Chinese Journal of Aeronautics, Vol (32), February 2019, pp. 396-408. (Q1, IF4.0)
14.Yiwei Wang, Christian Gogu, Nicolas Binaud, Chritian Bes, Raphael Haftka, Nam Ho Kim, A cost driven predictive maintenance policy for structural airframe maintenance, Chinese Journal of Aeronautics, 30 (2017) 1242-1257. (Q1, IF4.0)
15.Yiwei Wang, Nicolas Binaud, Christian Gogu, Christian Bes, Jian Fu, Determination of Paris' law constants and crack length evolution via Extended and Unscented Kalman filter: An application to aircraft fuselage panels, Mechanical Systems and Signal Processing, 80 (2016) 262-281. (Q1, IF6.8)
16.Yiwei Wang, Christian Gogu*, Nicolas Binaud, Christian Bes, Raphael Haftka, Nam Ho Kim, Predictive airframe maintenance strategies using model-based prognostics, Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability, vol(232), Issue(6), 2018. (Q4 IF1.9)
17.Hutian Feng, Rong Chen, Yiwei Wang*, Feature extraction for fault diagnosis based on wavelet packet decomposition: An application on linear rolling guide, Advances in Mechanical Engineering, 10 (2018)
18.王艺玮, 郭琦, 刘新玉, 郑联语, 张向荣, 王彬彬, 赖小明, 李云. 增强装配工艺信息模型驱动的空间展开机构混合现实辅助装配. 机械工程学报. 2023,3(61): 371-383.
19.孟爽, 郑联语, 张向荣, 张智博, 王艺玮*. 基于几何约束的可重构装配型架修复性装调. 航空学报, 2025, 46(18): 431812.
20.周建, 郑联语, 王艺玮, 王移川. 面向旋转机械迁移诊断的分层并行网络模型自动创建方法. 机械工程学报. 2022, 58(22):115-128.
21.王艺玮, 邓蕾, 郑联语, 王亚辉. 基于多通道融合及贝叶斯理论的刀具剩余寿命预测方法. 机械工程学报. 2023,57(13):214-224.
22.孙环宇, 杨志鹏, 王艺玮*, 郭琦. 基于自适应参数优化RSSD-CYCBD的行星齿轮复合故障诊断. 北京航空航天大学学报. 2024, 50(10):3139-3150.
Profile
Wang Yiwei, Ph.D.
Beihang University
School of Mechanical Engineering and Automation
wangyiwei@buaa.edu.cn
Research Interests
Intelligent fault diagnostics
Prognostics and health management
Model-based and data-driven prognostics approaches
Cyber-physical system
AI in industry
Education
2006.9-2010.7 Beijing Jiaotong University, Mechanical Engineering and Automation, B.S., Beijing, China.
2010.9-2013.6 Beihang University, Industrial and Manufacturing System Engineering, M.S., Beijing, China.
2013.9-2017.8 Institut National des Sciences Appliquées de Toulouse, Mechanical Engineering, Ph.D, Toulouse, France.
2016.8-2016.11 University of Florida, Department of Mechanical and Aerospace Engineering, visiting scholar.
Research and Professional Experience
2018.11-present, Beihang University, Assistant Professor.
2017.8-2018.10, Nanjing University of Science and Technology.
