机械工程学院

程德俊，男，工学博士，副教授(电话：18361605785，微信同号)。主要从事智能装备运维理论及应用技术研究工作。近五年主持国家级项目2项、省部级项目1项、横向课题多项(团队目前已在故障预测与诊断、工艺优化、装配过程质量控制等领域为HUAWEI、卡奥斯、万腾、孚睿特等科技公司提供技术服务)。撰写《智能装备协同感知与运维决策》科技类书籍1部；在Knowledge-based system,Reliability Engineering and System Safety,Mechanism and Machine Theory, Advanced Engneering Informatics, Computers in Industry, Expert Systems with Applications,Mechancial Systems and Signal Processing等国内外同行认可的高水平期刊上发表SCI论文21篇（其中，中科院一区TOP论文9篇）。担任Knowledge-based system,Reliability Engineering and System Safety,Advanced Engineering Informatics，Mechanism and machine theory,Mechancial Systems and Signal Processing,IEEE-Transactions on Industrical Informatics等权威期刊的审稿人.

*每年招收2-3名研究生，依据项目进展及工作量，每月给予充足的经费补贴。

*不强制要求学生作息时间，但必须按时完成导师布置的任务。

*不抢占论文一作名额，依据贡献度合理分配论文作者排序。

已发表的期刊论文

2026年度

[1]Zhang X Y, Cheng D J, Sun Z Y,et al.Augmented data-driven dynamic predictive maintenance strategy for multi-state system with RUL-maintenance level trade-off[J].Mechanical Systems and Signal Processing, 2026, 242(c):113676.DOI:10.1016/j.ymssp.2025.113676.(一区TOP)

[2]Qi T W, Sheng H X, Cheng D J,et al.Comprehensive coupled wear-vibration analysis of roller linear guide considering multi-stage and multi-state actual contact variation[J].Precision Engineering, 2026, 98.DOI:10.1016/j.precisioneng.2026.272-291.(中科院二区)

2025年度

[1]Li Z J, Cheng D J, Li X Y,et al.A novel dual networks-guided self-assessment framework for bearings fault mode diagnosis considering early fault feature diversity[J].Expert Systems With Applications, 2025, 268.DOI:10.1016/j.eswa.2024.126347.(中科院一区TOP)

[2]Wang S, Cheng D J, Fang X F,et al.SDA-PVTDet: A spatial-cross dual attention pyramid vision transformer detector for casting defect detection in radiography images[J].Expert Systems with Applications, 2025, 269(000).DOI:10.1016/j.eswa.2025.126385.(中科院一区TOP)

2024年度

[1]Cheng D J, Wang S, Zhang H B,et al.A novel framework for low-contrast and random multi-scale blade casting defect detection by an adaptive global dynamic detection transformer[J].Computers in Industry, 2024, 162.DOI:10.1016/j.compind.2024.104138.(中科院一区TOP)

[2]Li X Y, Cheng D J, Fang X F,et al.A novel data augmentation strategy for aeroengine multitask prognosis based on degradation behavior extrapolation and diversity-usability trade-off[J].Reliability Engineering and System Safety, 2024, 249.DOI:10.1016/j.ress.2024.110238.(中科院一区TOP)

[3]Li Z J, Cheng D J, Zhang H B,et al.Multi-feature spaces cross adaption transfer learning-based bearings piece-wise remaining useful life prediction under unseen degradation data[J].Advanced Engineering Informatics, 2024, 60(000).DOI:10.1016/j.aei.2024.102413.(中科院一区TOP)

2023年度

[1]Zhou K L, Cheng D J, Zhang H B,et al.Deep learning-based intelligent multilevel predictive maintenance framework considering comprehensive cos

[J].Reliability Engineering and System Safety, 2023, 237.DOI:10.1016/j.ress.2023, 109357.(中科院一区TOP)

[2]Zhang H B, Cheng D J, Zhou K L,et al.Deep transfer learning-based hierarchical adaptive remaining useful life prediction of bearings considering the correlation of multistage degradation[J].Knowledge-based systems, 2023.DOI:10.1016/j.knosys.2023.110391.(中科院一区TOP)

2022年度

[1]S.-H. X, D.-J. C, S.-W. Z.Analysis of friction fluctuations mechanism of a preloaded roller linear motion guide based on a new 5-DOF dynamic stiffnessmodel[J].Measurement,2022(190-):190.DOI:10.1016/j.measurement.2022.110768.(中科院二区)

2021年度

[1]Cheng D J, Xu S H, Zhang S W.Analysis of non-uniform load distribution and stiffness for a preloaded roller linear motion guide[J].Mechanism and Machine Theory, 2021, 164(1).DOI:10.1016/j.mechmachtheory.2021.104407.(中科院一区TOP)

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