郑庆 助理研究员

硕士生导师

个人信息Personal Information


教师英文名称:ZHENG Qing

学历:博士研究生毕业

学位:工学博士学位

办公地点:西南交通大学先进设计与制造技术研究所

性别:

在职信息:在岗

毕业院校:天津大学

学科:机械工程

所在单位:机械工程学院

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论文成果

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  1. Zheng Q, Guo W, Ding G F, Zhang H Z*, Fu Z L, Qin S F, Peng W. Quantitative evaluation of crowd intelligence innovation system health: An ecosystem perspective[J/OL]. Advanced Engineering Informatics, 2024.  

  2. Zheng Q, Ding G, Zhang H*, Zhang K, Qin S, Wang S, Huang W, Liu Q. An application-oriented digital twin framework and the multi-model fusion mechanism[J/OL]. International Journal of Computer Integrated Manufacturing, 2023.

  3. Zhang H, Li R, Ding G, Qin S, Zheng Q*, He X. Nominal digital twin for new-generation product design[J]. The International Journal of Advanced Manufacturing Technology, 2023, 128(3-4): 1317-1335.

  4. Zhang K, Li Z, Zheng Q*, Ding G, Tang B, Zhao M. Fault diagnosis with bidirectional guided convolutional neural networks under noisy labels[J]. IEEE Sensors Journal, 2023, 23(16): 18810-18820.

  5. Lai X, Zhang K*, Zheng Q*, Li Z, Ding G, Ding K. A frequency-spatial hybrid attention mechanism improved tool wear state recognition method guided by structure and process parameters[J]. Measurement, 2023, 214: 112833.

  6. Qin G, Zhang K*, Lai X, Zheng Q, Ding G, Zhao M, Zhang Y. An adaptive symmetric loss in dynamic wide-kernel resnet for rotating machinery fault diagnosis under noisy labels[J/OL]. IEEE Transactions on Instrumentation and Measurement, 2024.

  7. 丁国富, 刘名远, 谢家翔, 张剑, 张海柱, 郑庆*. 数字孪生制造装备高可用运行协同计算方法研究[J/OL]. 西南交通大学学报, 2023.

  8. Fu Z L, Wang L, Guo W, Zheng Q, Shi L W*. Population evolution analysis in collective intelligence design ecosystem[J]. Advanced Engineering Informatics, 2023, 56: 101967. 

  9. Tian Y M, Wang S Y, Xu S, Zheng Q*. Crowdsourcing Workers Recommendation Algorithm Based on Improved Deep Matrix Factorization[C]//2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD). IEEE, 2023: 65-70.

  10.  沈旭, 王淑营, 田媛梦, 郑庆*.基于知识图谱和图注意力的群智设计任务推荐算法[J].计算机应用研究, 2023, 40(01): 115-121.

  11. Zheng Q, Ding G F, Li R, Zhang H Z*. User Behaviors, Roles, and Contributions in Product Co-Innovation Community[C]//2021 26th International Conference on Automation and Computing (ICAC). IEEE, 2021: 1-6.

  12. 郑庆, 丁国富. 群智协同设计活动复杂性的度量模型及方法[J]. 西南交通大学学报: 1-6. 

  13. 农兴中, 史海欧, 袁泉, 曾文驱, 郑庆*, 丁国富. 城市轨道交通工程BIM技术综述[J]. 西南交通大学学报: 1-10, [2020-12-14]. 

  14. 史海欧, 袁泉, 张耘琳, 曾文驱, 郑庆*, 丁国富. 基于BIM交互与数据驱动的多专业正向协同设计技术[J]. 西南交通大学学报: 1-6, [2020-12-14]. 

  15.  Wang, J., Yuan, Q., Zhang, Y.L., Wang S.Y., Zheng, Q*, Guo, R.N. Research on BIM Collaboration Model and Platform Implementation Technology Based on Specialty Interaction[C]. 14th International FLINS Conference (FLINS 2020). 2020.

  16. Zheng Q., Guo W. Motivations for users participating in co-innovation communities: A case study of Local Motors[C]// ASME 2019 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers Digital Collection.

  17. Zheng, Q., Guo, W., An, W.J., Wang. L., Liang R.J. Factors facilitating user projects success in co-innovation communities[J]. Kybernetes, 2018, 47(4): 656-671.

  18. 梁若愚, 张凌浩, 郑庆. 面向网络开放创新社区的设计参与者角色研究[J]. 包装工程, 2018, 39(22): 17-21.

  19. 郭伟,王洋洋,梁若愚,郑庆,邱泽成,安蔚瑾. 开放式创新社区中用户交互反馈对个体创新贡献度的影响研究[J]. 科技进步与对策, 2018, 35(03): 146-152. 

  20. 王磊,马龙江,彭巍,郑庆,郭伟. 群智创新社区用户的创新能力分析[J]. 科技进步与对策, 2018, 35(18): 42-47.

  21. Guo, W., Zheng, Q., An, W.J., Peng, W. User roles and contributions during the new product development process in collaborative innovation communities, Applied Ergonomics[J]. Applied Ergonomics, 2017, 63: 106-114.

  22.  Guo, W., Zheng, Q., Zuo, B., Shao, H.Y., A closed-loop PLM model for lifecycle management of complex product[C]// Moving Integrated Product Development to Service Clouds in the Global Economy: Proceedings of the 21st ISPE Inc. International Conference on Concurrent Engineering, Beijing, P.R. China, 2014/9/08-9/11.

  23. 郑庆,仝克宁,赵楠,邵宏宇. 基于MRO的重型机床闭环PLM模型及关键技术研究[J]. 现代企业教育, 2014(02): 222-224.

  24. 郭伟,孙江,郑庆,邵宏宇. 制造企业生态系统健康度评价指标体系研究[J]. 统计与决策, 2014(18): 18-21.

  25. 郭伟,仝克宁,邵宏宇,王磊,郑庆. 基于RSAHP的中小企业云制造模式下多服务主体信用评价体系构建[J]. 计算机集成制造系统, 2013, 19(09): 2340-2347.