李丹 - 东南大学 - 土木工程学院

个人简介

李丹，女，回族，河南周口人，东南大学土木工程学院副教授、博士生导师，入选江苏省科协青年科技人才托举工程、江苏省高层次创新创业人才计划“双创博士”。博士毕业于新加坡国立大学，主要从事结构健康监测与损伤识别、声发射与超声无损检测、桥梁智能运维等方向研究。主持国家自然科学基金面上项目、青年基金项目、重点研发计划子课题等科研项目10余项，在Automation in Construction、Mechanical Systems and Signal Processing、Engineering Structures、Structural Health Monitoring等期刊发表学术论文50余篇（ESI高被引论文3篇、热点论文4篇），出版专著2部，授权专利软著9项，参编标准2部。成果服务于南京栖霞山长江大桥、马鞍山长江大桥等重大工程的智慧运维，荣获Springer Theses Award施普林格国际优秀博士论文奖、中国振动工程学会科学技术一等奖、中国公路学会科学技术二等奖、江苏省工程师学会科学技术特等奖等荣誉。教育经历 2012.08 – 2017.01 新加坡国立大学，土木工程，博士 2009.09 – 2012.06 中南大学，土木工程（桥梁），硕士 2005.09 – 2009.06 中南大学，土木工程（桥梁），本科工作经历 2022.08 – 至今东南大学，土木工程学院，副教授 2017.02 – 2022.07 合肥工业大学，土木与水利工程学院，讲师、副教授

研究领域

（1）结构健康监测与损伤识别（2）声发射与超声无损检测（3）桥梁智能运维（4）信号处理与深度学习

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

1. D. Li (2018). Rail crack monitoring using acoustic emission technique. Springer , ISBN: 978-981-10-8347-1. 2. D. Li, Q.F. Chen, H. Wang*, P. Shen, Z.B. Li, W.Y. He (2024). Deep learning-based acoustic emission data clustering for crack evaluation of welded joints in field bridges. Automation in Construction , 165: 105540. (中科院1区TOP，ESI热点论文) 3. D. Li, J.H. Nie, H. Wang*, W.X. Ren (2024). Loading condition monitoring of high-strength bolt connections based on physics-guided deep learning of acoustic emission data. Mechanical Systems and Signal Processing , 206: 110908. (中科院1区TOP，ESI高被引、热点论文) 4. J.H. Nie, D. Li*, H Wang, T. Yu, K.S.C. Kuang (2025). A sensor array optimization approach towards non-pseudo-source acoustic emission damage location in orthotropic steel decks. Mechanical Systems and Signal Processing , 238: 113219. (中科院1区TOP) 5. J.H. Nie, D. Li*, H. Wang, T. Yu, K.S.C. Kuang (2025). Acoustic emission source location in orthotropic steel decks based on topology-aided multi-objective optimization and A0 arrival time correction. Mechanical Systems and Signal Processing , 230: 112614. (中科院1区TOP) 6. J.H. Nie, D. Li*, H. Wang*, S.L. Xiang, T. Yu, J.X. Mao (2025). Acoustic emission source location in complex structures based on artificial potential field-guided rapidly-exploring random tree* and genetic algorithm. Mechanical Systems and Signal Processing , 224: 112061. (中科院1区TOP) 7. D. Li, J.H. Nie*, H. Wang*, T. Yu, K.S.C. Kuang (2025). Path planning and topology-aided acoustic emission damage localization in high-strength bolt connections of bridges. Engineering Structures , 332: 120103. (中科院1区TOP，ESI高被引、热点论文，期刊最佳论文) 8. J.H. Nie, D. Li*, H. Wang*, T. Yu, K.S.C. Kuang (2025). Multi-objective optimization-based acoustic emission damage location in orthotropic steel decks considering complex wave paths. Engineering Structures , 330: 119956. (中科院1区TOP) 9. D. Li, J.H. Nie, W.X. Ren*, W.H. Ng, G.H. Wang, Y. Wang (2023). Damage location, quantification and characterization of steel-concrete composite beams using acoustic emission. Engineering Structures , 283: 115866. (中科院1区TOP，ESI高被引、热点论文) 10. D. Li, J.H. Nie, W.X. Ren*, W.H. Ng, G.H. Wang, Y. Wang (2022). A novel acoustic emission source location method for crack monitoring of orthotropic steel plates. Engineering Structures , 253: 113717. (中科院1区TOP) 11. J.H. Nie, D. Li*, H Wang*, T. Yu, K.S.C. Kuang (2025). A0-delta-T deep learning framework for reliable acoustic emission damage location in plate-like structures. Structural Health Monitoring , DOI: 10.1177/14759217251357975 12. D. Li, Y. Wang, W.J. Yan, W.X. Ren* (2021). Acoustic emission wave classification for rail crack monitoring based on synchrosqueezed wavelet transform and multi-branch convolutional neural network. Structural Health Monitoring , 20(4): 1563-1582. (期刊近三年高被引论文) 13. D. Li*, K.S.C. Kuang, C.G. Koh (2018). Rail crack monitoring based on Tsallis synchrosqueezed wavelet entropy of acoustic emission signals: a field study. Structural Health Monitoring , 17(6): 1410-1424. 14. W.J. Yan*, S.Z. Cao, W.X. Ren, K.V. Yuen, D. Li*, L. Katafygiotis (2021). Vectorization and distributed parallelization of Bayesian model updating based on a multivariate complex-valued probabilistic model of frequency response functions. Mechanical Systems and Signal Processing , 156: 107615. (中科院1区TOP) 15. D. Li, Z.L. Liang, W.X. Ren*, D. Yang, S.D. Wang, S.L. Xiang (2021). Structural damage identification under non-stationary excitations through recurrence plot and multi-label convolution neural network. Measurement , 186: 110101. 16. L. Zhu, X.H. Zhang, D. Li*, J.H. Li, Z. Wang, R.Z. Tian (2025). An experimental and numerical study on the corrosion characteristics of weathering steel-concrete composite beams. Construction and Building Materials , 462: 139893. (中科院1区TOP) 17. 李丹, 陈燕秋, 王浩*, 等(2024). 基于声发射的钢桥面板焊接气孔缺陷在线识别. 东南大学学报(自然科学版) , 54(2): 285-293. 18. 李丹, 沈鹏, 贺文宇*, 等 (2024). 基于声发射信号时频图深度学习的桥梁钢桁架焊接节点损伤程度识别. 振动与冲击 , 43(1): 107-115.

学术兼职

中国振动工程学会随机振动专业委员会委员中国建筑学会城市安全分会理事美国声发射工作组（AEWG）成员江苏省工程师学会风工程专委会委员江苏省地震学会地震灾害风险防治专委会委员《ASTM Journal of Testing and Evaluation》期刊编委（SCI）《东南大学学报（自然科学版）》期刊青年编委（EI）《应用基础与工程科学学报》期刊青年编委（EI）《Smart Construction》期刊青年编委《交通科学与工程》期刊青年编委 Measurement Science and Technology等期刊客座编辑