导师

情况

博导

学历

博士

职称

副教授

职务

系副主任

邮编

243032

办公地点

新研大楼913

电子邮箱

pansea@ahut.edu.cn

个

人

基

本

信

息

  潘海洋，副教授，硕导/博导，九三学社社员，湖南大学博士毕业，西安交通大学访问学者，连续多年入选“全球前2%顶尖科学家榜单”和中国知网高被引学者Top1%榜单；主持或参与国家自然科学基金、安徽省自然科学基金、安徽省优秀青年教师培育重点项目等30余项；以第一或通讯作者在TII、MSSP、机械工程学报等国内外期刊发表SCI/EI论文90余篇；获安徽省科学技术奖二等奖、三等奖、中国振动工程学会科学技术奖二等奖各1项；获评安徽省优秀青年研究生导师、本科生“优秀指导教师”、十佳班主任、优秀青年工作者等荣誉。

瞄准复杂服役环境重大装备的安全运维难题，从事研究方向如下：

（1）设备状态监测与智能运维

（2）设备剩余寿命预测与状态表征

（3）机械信号分析与处理

（4）非线性动力学与复杂性理论

指导研究生获国家奖学金和安徽省优秀毕业生，多人攻读博士学位。诚挚欢迎对上方向领域感兴趣的同学加盟课题组！

课题组网站：https://www.x-mol.com/groups/zheng_jinde

主

持

项

目

[1] 基于优化加权的***及其应用研究.安徽省自然科学基金项目, 2017/07-2019/06, 主持, 结题.

[2] 非线性稀疏模态分解方法及其***的应用研究. 液压振动与控制教育部工程研究中心开放基金, 2019/08-2021/07, 主持, 结题.

[3] 基于弹性超圆盘矩阵机的***与诊断研究. 安徽省高校自然科学研究重点项目, 2021/01-2022/12, 主持, 结题.

[4] 数据失衡下***边界动态学习与诊断研究. 安徽省高校自然科学研究重点项目, 2023/01-2024/12, 主持, 结题.

[5] 轨道交通***典型故障不确定分析与诊断研究.牵引动力国家重点实验室开放课题, 2023/01-2024/12, 主持, 结题.

[6] 极端服役环境下高强度带钢轧辊轴承***诊断研究. 特殊服役环境的智能装备制造国际科技合作基地开放基金, 2024/01-2025/12, 主持, 结题.

[7] 非稳态工况下轧辊轴承微弱故障***与诊断研究. 安徽省自然科学基金面上项目, 2024/09-2027/08, 主持, 在研.

[8] 轨道交通轴箱轴承隐性故障***与诊断研究. 先进轨道交通自主运行全国重点实验室开放课题基金,2025/01-2026/12, 主持, 在研.

[9] 面向齿轮箱潜隐性故障的***表征与诊断方法研究.安徽省优秀青年教师培育重点项目, 2026/01-2027/12, 主持, 在研.

[10]变工况***实验台设计.中国特种设备检测研究院产学研项, 2025/10-2026/03, 主持, 结题.

科

研

论

文

及

成

果

[1] Haiyang Pan, Haifeng Xu, Jinde Zheng, et al. Multi-class fuzzy support matrix machine for classification in roller bearing fault diagnosis. Advanced Engineering Informatics, 2022, 51:101445.

[2] Haiyang Pan, Haifeng Xu, Jinde Zheng. A novel symplectic relevance matrix machine method for intelligent fault diagnosis of roller bearing. Expert Systems with Applications, 2022, 192: 116400.

[3] Haiyang Pan, Haifeng Xu, Jinde Zheng, et al. Cyclic symplectic component decomposition with application in planetary gearbox fault diagnosis. Mechanism and Machine Theory, 2022, 172: 104792.

[4] Haifeng Xu, Haiyang Pan*, Jinde Zheng, et al.Dynamic penalty adaptive matrix machine for the intelligent detection of unbalanced faults in roller bearing. Knowledge-Based Systems, 2022, 247: 108779.

[5] Haiyang Pan, Haifeng Xu, Jinde Zheng, , et al. Twin robust matrix machine for intelligent fault identification of outlier samples in roller bearing. Knowledge-Based Systems, 2022, 252:109391.

[6] Haiyang Pan, Haifeng Xu, Jinde Zheng, , et al. Non-parallel bounded support matrix machine and its application in roller bearing fault diagnosis. Information Sciences, 2023, 624: 395-415.

[7] Haiyang Pan, Li Sheng, Haifeng Xu, , et al. Deep stacked pinball transfer matrix machine with its application in roller bearing fault diagnosis. Engineering Applications of Artificial Intelligence, 2023, 121:105991.

[8] Haiyang Pan, Xuelin Yin, Jian Cheng, et al. Periodic component pursuit-based kurtosis deconvolution and its application in roller bearing compound fault diagnosis. Mechanism and Machine Theory, 2023,185:105337.

[9] Haiyang Pan, Haifeng Xu, Jinde Zheng, et al. A semi-supervised matrixized graph embedding machine for roller bearing fault diagnosis under few-labeled samples. IEEE Transactions on Industrial Informatics, 2024,20(1): 854 - 863.

[10] Xuelin Yin, Haiyang Pan*, Jian Cheng, et al. Enhanced Symplectic Ramanujan Mode Pursuit and Its Application in Mechanical Composite Fault Diagnosis. Mechanism and Machine Theory, 2024, 191: 105525.

[11] Haiyang Pan, Bingxin Li, Jinde Zheng, et al. Research on Roller Bearing Fault Diagnosis Based on Robust Smooth Constrained Matrix Machine under Imbalanced Data. Advanced Engineering Informatics. 2024, 62: 102667.

[12] Haiyang Pan, Anbo Tang, Jinyu Tong, , et al. Multi-Projection Support Matrix Regression for Remaining Useful Life Prediction of Roller Bearing. Mechanical Systems and Signal Processing. 2025,238:113182.

[13] Haiyang Pan, Zhangping Wu, Jian Cheng, et al. Overlapping resonance compensation: A composite fault detection methodology. Mechanical Systems and Signal Processing.2025, 240: 113430.

[14] Haiyang Pan, Chunan Chen, Tong Chen, et al. A fuzzy cross domain matrix machine for fault diagnosis under multi-objective domain. Engineering Applications of Artificial Intelligence. 2026, 164:113368.

[15] Haiyang Pan, Chunan Chen, Wenfeng Hu, et al. Multiple Task Nonparallel Embedded Matrix Machine and its application in Multi-objective fault diagnosis. Engineering Applications of Artificial Intelligence. 2026,167: 113777.

[16] Anbo Tang, Haiyang Pan*, Jinyu Tong. ATSMR: A new matrix-based remaining useful life prediction method for roller bearing. Mechanism and Machine Theory.2026, 220: 106364.

[17] Haiyang Pan*, Chunan Chen, Chengxue Liu, et al. A physics-guided multi-device synchronous fault diagnosis method with interpretability. Mechanism and Machine Theory. 2026, 221:106388.

[18] Haiyang Pan*, Chunan Chen, Zhiming Chen, et al. Multiple restriction cross-border matrix machine for multi objective fault diagnosis. Engineering Applications of Artificial Intelligence. 2026,176: 114709.

[19] Anbo Tang, Haiyang Pan*, Xin Zhang, et al. Physics-Informed Multi-Projection Regression for Roller Bearing Remaining Useful Life Prediction. Reliability Engineering & System Safety.2026,275: 112708.

[20]Anbo Tang, Haiyang Pan*, Jinyu Tong, et al. PI-DSTHP: A Physics-Informed Dynamic Symplectic Tracking and Hamiltonian Projection Framework for Roller Bearing RUL Prediction under Multi-source Noise Interference. Mechanical Systems and Signal Processing. 2026, 255: 114452.