陈曦睿

发布日期:2026年07月07日 来源: 作者:

长沙理工大学计算机学院教师基本信息表

1、个人基本信息:

   名:陈曦睿

   别:

出生年月:1999.11

技术职称:讲师

毕业院校中南大学

学历(学位):工学博士

所在学科:计算机科学与技术

研究方向:异常检测、故障诊断

Emai邮箱:chen_xirui@163.com


2、教育背景:

2017.09-2021.06

西南交通大学

学士

2021.09-2026.06

中南大学

博士










3、 目前研究领域:

面向复杂异常传感数据(时序数据不平衡、缺失、畸变等)的异常检测和故障诊断研究

4、已完成或已在承担的主要课题:

w 国铁集团科研课题:面向行车组织的新疆铁路大风精细化监测预报体系研究,项目编号: N2021T007, 2021.12-2022.12,参与

5、已发表学术论文:

[1] CHEN X, LIU H, NIKITAS N. Internal pump leakage detection of the hydraulic systems with highly incomplete flow data [J]. Advanced Engineering Informatics, 2023, 56: 101974. (IF=9.9 JCRQ1,中科院 1 Top,本人一作)

[2] CHEN X, LIU H, DUAN Z. Railway switch fault diagnosis based on Multi-heads Channel Self Attention, Residual Connection and Deep CNN [J]. Transportation Safety and Environment, 2023, 5(1) (IF=3.3 JCRQ2,中科院 3 , 2023 Best Paper,本人一作)

[3] CHEN X, LIU H. Domain correction for hydraulic internal pump leakage detection considering multiclass aberrant flow data [J]. Reliability Engineering & System Safety, 2025, 253: 110539. (IF=11.0 JCRQ1,中科院 1 Top,本人一作)

[4] CHEN X, LIU H. Detailed fault detection of industrial sensor based on semantic segmentation models [J]. Engineering Applications of Artificial Intelligence, 2025, 158: 111576. (IF=8.0 JCRQ1,中科院 1 Top,本人一作)

[5] CHEN X, LIU H. Segmentation, correction, and classification of abnormal sensor data in mechanical engineering based on multi-task learning. Computers in Industry, 173, 104387. (IF=9.1 JCRQ1,中科院 1 Top,本人一作)

[6] CHEN X, LIU H, FANG Y, et al. Rotor Fault Feature Extraction Based on Low-frequency Sampling Vibration Signal[C]; proceedings of the 2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI),2023. (EI,本人一作)

[7] 陈曦睿,杨基宏,台永丰等.考虑数据不平衡的轨道交通装备液压系统内泵泄漏智能诊断方法研究[J].现代交通与冶金材料,2024,4(01):36-41. (中文核心,本人一作)

[8] CHEN X, Zheng G, Li Y, et al. Clean Label Backdoor Attack against the Industrial Equipment Fault Detection Model A Case Study of Railway Switch Machine[C]; 2025 IEEE Global Reliability and PHM Conference (IEEE PHM), 10-12 Oct. 2025. (EI,本人一作)

6、学术兼职:

w Advanced Engineering InformaticsEngineering Applications of Artificial IntelligenceComputers & Industrial Engineering 等期刊审稿人,年均审稿40+