蒋飞

机电楼 XXX 室

广东省东莞市松山湖区大学路1号

邮箱：jiangfei@dgut.edu.cn

个人简介

蒋飞，32岁（1994年10月1日），东莞理工学院机械工程学院准聘副教授，东莞市特色人才。2017年本科毕业于武汉理工大学测控技术与仪器专业，2022年博士毕业于华南理工大学机械工程专业。中国机械工程学会会员、广东省机械工程学会会员、中国振动工程学会会员、Journal of Dynamics, Monitoring and Diagnostics (JDMD) 青年编委。

围绕工业机器人开展深度学习/大模型的故障诊断、机器视觉缺陷检测、机械系统动力学、信号处理、三维形貌测量与逆向建模等方向研究。

教育背景

博士，机械工程，华南理工大学，2017.09 - 2022.12（导师：丁康教授、何国林副教授）
学士，测控技术与仪器，武汉理工大学，2013.09 - 2017.06

工作经历

准聘副教授，东莞理工学院机械工程学院，2024.07 - 至今
准聘讲师，东莞理工学院机械工程学院，2023.01 - 2024.06

研究方向

深度学习与大模型驱动故障诊断：围绕工业机器人开展基于深度学习/大模型的迁移学习、域自适应等故障诊断方法研究
机器视觉缺陷检测：基于深度学习的工业产品表面缺陷检测、注塑件小目标缺陷检测
动力学建模与信号处理：齿轮传动系统刚柔耦合动力学建模、振动响应机制、稀疏信号分解
三维形貌测量与逆向建模：面向工业应用的精密测量与逆向工程

news

Jan 01, 2025	Announcement_1

latest posts

selected publications

MSSP

Vibration modulation features analysis of fixed-shaft gear train considering speed fluctuation and flexible transmission path based on signal convolution model

Fei Jiang, Y. Zhu, J. Liang, and 1 more author

Mechanical Systems and Signal Processing, 2024

中科院一区 Top, IF=8.9

DOI Bib

@article{jiang2024vibration,
  title = {Vibration modulation features analysis of fixed-shaft gear train considering speed fluctuation and flexible transmission path based on signal convolution model},
  author = {Jiang, Fei and Zhu, Y. and Liang, J. and others},
  journal = {Mechanical Systems and Signal Processing},
  volume = {211},
  pages = {111250},
  year = {2024},
  publisher = {Elsevier},
  doi = {10.1016/j.ymssp.2024.111250},
  note = {中科院一区 Top, IF=8.9},
}

MSSP

Towards Enhanced Interpretability: A Mechanism-Driven Domain Adaptation Model for Bearing Fault Diagnosis Across Operating Conditions

Fei Jiang, Y. Kuang, T. Li, and 1 more author

Mechanical Systems and Signal Processing, 2025

中科院一区 Top, IF=8.9

DOI Bib

@article{jiang2025towards,
  title = {Towards Enhanced Interpretability: A Mechanism-Driven Domain Adaptation Model for Bearing Fault Diagnosis Across Operating Conditions},
  author = {Jiang, Fei and Kuang, Y. and Li, T. and others},
  journal = {Mechanical Systems and Signal Processing},
  volume = {225},
  pages = {112244},
  year = {2025},
  publisher = {Elsevier},
  doi = {10.1016/j.ymssp.2025.112244},
  note = {中科院一区 Top, IF=8.9},
}

MSSP

Vibration Response Mechanism of Fixed-shaft Gear Train with Cracks Based on Rigid-flexible Coupling Dynamics and Signal Convolution Model

Fei Jiang, Kang Ding, S. Zhang, and 1 more author

Mechanical Systems and Signal Processing, 2023

中科院一区 Top, IF=8.9

DOI
AEI

Fault Diagnosis of Gearbox Driven by Vibration Response Mechanism and Enhanced Unsupervised Domain Adaptation

Fei Jiang, W. Lin, Z. Wu, and 1 more author

Advanced Engineering Informatics, 2024

中科院一区 Top, IF=9.9

DOI
KBS

A Zero-cost Unsupervised Transfer Method Based on Non-vibration Signals Fusion for Ball Screw Fault Diagnosis

Fei Jiang, Q. Liang, Z. Wu, and 1 more author

Knowledge-Based Systems, 2024

中科院一区 Top, IF=7.6

DOI
MMT

Vibration Fault Features of Planetary Gear Train with Cracks under Time-varying Flexible Transfer Functions

Fei Jiang, Kang Ding, Guolin He, and 1 more author

Mechanism and Machine Theory, 2021

中科院一区 Top, IF=5.3

DOI