机械工程学院

孙丽，工学博士，副教授，硕士生导师，江苏省科技副总，中共党员。曾在加拿大麦克马斯特大学（Mcmaster University）公派联合培养一年，机械工程学会高级会员。

主持国家自然科学基金青年项目1项、江苏省普通高校自然科学研究面上项目1项、2024年度高端深远海机械装备省高校重点实验室科研项目1项及横向项目2项。

发表SCI论文10余篇，授权国家发明专利10余件，出版学术专著2部。

拟招学硕/专硕2名，欢迎对机器人技术感兴趣的同学与我联系，邮箱：jwguo@just.edu.cn

研究生培养理念

根据项目需求和个人意愿，确定具体研究课题，为学生提供所需的试验平台及试验经费。鼓励研究生参加国际学术会议并提供经费支持。

定期与学生开展学术研讨和学术指导，为将学生培养成具备独立进行科学研究能力的人才而不懈努力！

拟招学硕/专硕研究生2名/年，欢迎有兴趣的同学与我联系，邮箱📮：sunl@just.edu.cn

研究方向

基于多模态融合的加工状态在线监测

智能制造与预测性维护

装备寿命与剩余寿命预测

人工智能与计算机视觉、计算机听觉

科研项目

·国家自然科学基金青年项目：数模联动的随机退化设备多工况剩余寿命预测方法研究

·江苏省高等学校基础科学（自然科学）面上项目：数模联动思路下的多源监测装备剩余寿命预测理论研究

研究成果

论文

·Sun Li, Wu Jun, Wang Jinjun, Wen Sizhao, Li Guochao, Liu Yinfei. Fault diagnosis of slewing bearing using audible sound signal based on Time Generative Adversarial Network–TabPFN Method. ASME journal of Vibration and Acoustics. 2025, 147(4): 041002.

·Sun Li, Wu Jun, Li Guochao, Ren Xiaodie, Wang Jinjun, Wen Sizhao. A data enhanced algorithm for fault diagnosis of slewing bearings based on times-series generative adversarial networks. Signal, Image and Video Processing. 2025, 19(4).

·Sun Li, Yang Lei, Li Guochao, Jiang Ru; Zheng Hao; Tian Chongshun, Wu Jun. A hybrid data-driven model for in-process monitoring of peripheral milling under the variable process parameters. Proceedings of The Institution of Mechanical Engineers Part B-Journal of Engineering Manufacture. 2025, 19:1-14.

·Liu Yinfei, Sun Li, Zhou Honggen, Li Guochao, Wu Jun, Jiang Ru, Liu Zhigang, Shang Xinhang. RUL prediction of milling tool under variable conditions based on multidimensionally screened features and physically modified attention network. Proceedings of the Institution of Mechanical Engineers Part B-Journal of Engineering Manufacture. 2025.

·周宏根, 任小蝶, 孙丽, 李国超, 文思钊, 彭展, 刘寅飞. Just回转支承故障试验数据分析. 兵工学报, 2024, 45 (10): 3744-3753. 发表日期：2023.12.08

·孙丽, 赵俊杰, 袁春元, 彭展, 周宏根, 任小蝶, 李磊. 基于时域和谱峭度特征融合及指数模型的滚动轴承RUL预测. 机床与液压, 2023, 51(10): 203-209.

·Sun Li, Baojiang Dong, Jie Lu, Honggen Zhou, Jianzhi Chen & Guochao Li*. Experimental study of the influence of swing grinding parameters on machining surface quality of large-width cam. The International Journal of Advanced Manufacturing Technology. 2023,125(1-2), 701–711.

·Ai Zhuhua, Sun Li, Zhou Honggen, Li Chunjin, Bai Xiaoxiang, Li Guochao, Xie Zhancheng, Feng Feng. Influence of clamping errors on the machining deformation of diesel body under multi-stress field coupling condition. The International Journal of Advanced Manufacturing Technology. 2023,124(11-12): 4075-4097.

·Sun Li*, Ren Xiaodie, Zhou Honggen, Li Guochao, Yang Weibin, Zhao Junjie, Liu Yinfei. Machining Quality Prediction of Marine Diesel Engine Block Based on Error Transmission Network. Machines 2022, 10(11), 1081.

·Sun Li*, Balakrishnan Narayanaswamy, Zhao Fangchao, Gu Xiaohui. Mis-specification analysis of the impact of covariates on the diffusion coefficient in Wiener degradation process. Communications in Statistics - Simulation and Computation. 2022, 51(6), 3204-3222.

·Li Tianmei, Si Xiaosheng, Pei Hong, Sun Li. Data-model interactive prognosis for multi-sensor monitored stochastic degrading devices. Mechanical Systems and Signal Processing. 2022, 167: 1-24.

·Zhou Honggen, Yang Weibin, Sun Li, Jing Xuwen, Li Guochao, Cao Liping. Reliability optimization of process parameters for marine diesel engine block hole system machining using improved PSO. Scientific Reports, 2021(1).

·Sun Li, Zhao Fangchao, Narayanaswamy Balakrishnan, Zhou Honggen, Gu Xiaohui. A nonlinear Wiener degradation model integrating degradation data under accelerated stresses and real operating environment. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability. 2021, 235(3): 356-373.

·Sun Li, Gu Xiaohui, Song Pu, Di Yi. A generalized equivalent temperature model in a time-varying environment. Eksploatacja i niezawodnosc – Maintenance and Reliability 2017; 19 (3): 432–440.

·孙丽，顾晓辉，邸忆．基于竞争失效的起爆电容贮存可靠性评估．南京理工大学学报，2017，41(1): 6-11.

·Sun Li, Gu Xiaohui, Song Pu. Accelerated degradation process analysis based on the nonlinear wiener process with covariates and random effects. Mathematical Problems in Engineering. 2016.

·Sun Li, Gu Xiaohui, Feng Lei, Di Yi. Reliability analysis of rubber O-rings used in the rockets [C] Industrial Engineering and Engineering Management (IEEM), 2016 IEEE International Conference on. IEEE, 2016: 1392-1396.

·孙丽，顾晓辉，邸忆. 水声干扰子弹电子部件加速寿命试验及评估. 声学技术. 2014, 33(5).

专著

·基于随机过程的退化失效建模技术，机械工业出版社，2023.8，

·船用柴油机机身加工工艺可靠性分析与质量控制，机械工业出版社，2023年10月，

专利

·一种刀具磨损状态预测方法及计算机可读存储介质, 2025-12-05, 中国, 2025118272437

·一种数模联动随机退化刀具剩余寿命预测方法, 2024-01-19, 中国, CN202410082293.6

·一种刀具剩余使用寿命预测方法, 2025-10-28, 中国, 2025115446009

·一种随机环境应力下的产品寿命快速评估方法, 2023-04-21, 中国, ZL202010515945.2

·一种基于多重优选的大型柴油机孔系同轴度的测量方法, 2022-10-14, 中国, ZL202110946260.8

·一种滚动轴承健康指标高效构建方法, 2023-02-21, 中国, CN202310157174.8

·一种基于谱峭度特征最大值确定滚动轴承退化点的方法, 2023-04-21, 中国, ZL202210341586.2