北京交通大学教师名录

基本信息

办公电话：	电子邮件： sunyk@bjtu.edu.cn
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教育背景

2016.9-2021.6 北京交通大学电子信息工程学院博士（导师：曹源教授）

2012.9-2016.6 北京交通大学电子信息工程学院本科

工作经历

2021.9-2023.10 北京交通大学电子信息工程学院副教授

2023.11-至今北京交通大学自动化与智能学院(轨道交通运行控制系统国家工程研究中心) 副教授

研究方向

控制工程
人工智能
交通智能控制与优化
新一代电子信息技术

招生专业

控制工程硕士
人工智能硕士
交通信息工程及控制硕士
新一代电子信息技术（含量子技术等）硕士

科研项目

北京市自然基金“丰台联合-重点”: 复杂场景下城市轨道交通列车故障-安全运行关键技术研究, 2024-2027, 主持
国家自然科学基金“联合基金项目”: 高速动车组列车网络去中心化数据安全机理及隐私计算方法研究, 2025-2028, 参与
基础研究项目: 面向微弱故障的转辙机故障诊断方法研究, 2024-2026, 主持
国铁集团科技开发计划课题: 极端环境下轨道电路故障诊断与状态预测方法及关键技术研究, 2023-2025, 参与
国家自然科学基金“联合基金项目”: 面向高铁列车客运服务的边缘计算应用安全保障技术研究, 2024-2027, 参与
自然科学横向项目: 重载铁路线路外观状态与几何参数检测技术及系统研制（测试部分）, 2022-2023, 主持
国家自然科学基金"青年基金": 基于分数阶微积分和集成学习的铁路道岔转换设备故障诊断, 2023-2025, 主持
国家重点研发计划-任务: 重载铁路钢轨服役性能演化规律, 2021-2025, 主持
国家自然科学基金“国际（地区）合作与交流项目”: 边缘云计算架构下高速铁路运行控制系统设备故障诊断, 2022-2026, 参与
自然科学类人才基金项目: 基于数据驱动的转辙机健康管理方法研究, 2022-2024, 主持

教学工作

本科生课程，系统可靠性与安全性（48学时，秋季学期）

本科生课程，高级语言程序设计（48学时，秋季学期）

研究生课程，故障诊断与健康管理技术及应用（32学时，春季学期）

论文/期刊

曹源,刘宗宝,王峰,宿帅,孙永奎,王文昆.An improved YOLOv7 for the state identification of sliding chairs in railway turnout.High-speed Railway,2024,2(2)
商都,宿帅,孙永奎,王峰,曹源,杨卫峰,李鹏,周继惠.Wear diagnosis for rail profile data using a novel multidimensional scaling clustering method.Computer-Aided Civil and Infrastructure Engineering,2024,19(39)
商都,宿帅,孙永奎,王峰,曹源,刘海涛,杨卫峰,周继惠.Fault Diagnosis for Rail Profile Data Using Refined Dispersion Entropy and Dependence Measurements.IEEE Transactions on Intelligent Transportation Systems,2024,9(25)
孙永奎,曹源,李鹏,宿帅.Diagnosis for railway point machines using novel derivative multi-scale permutation entropy and decision fusion based on vibration signals.Measurement Science and Technology,2024,11(35)
孙永奎,曹源,李鹏,宿帅.Fault Diagnosis for RPMs Based on Novel Weighted Multi-Scale Fractional Permutation Entropy Improved by Multi-Scale Algorithm and PSO.IEEE Transactions on Vehicular Technology,2024,8(73)
曹源,刘月,孙永奎,宿帅,王峰.Enhancing rail safety through real-time defect detection: A novel lightweight network approach.Accident Analysis and Prevention,2024,/(203)
郑韵婷,陈少华,谭志勇,孙永奎.Research on fault diagnosis of a railway point machine based on a multi-entropy feature extraction method and support vector machine.Transportation Safety and Environment,2023,None(5)
曹源,陈子豪,文韬,Roberts,孙永奎,宿帅.Rail fastener detection of heavy railway based on deep learning.高速铁路（英文）,2023,1(1)
孙永奎,曹源,李鹏,谢国,文韬,宿帅.Vibration-based fault diagnosis for railway point machines using VMD and multiscale fluctuation-based dispersion entropy.电子学报(英文),2024,3(33)
孙永奎,曹源,刘海涛,杨卫峰,宿帅.Condition monitoring and fault diagnosis strategy of railway point machines using vibration signals.Transportation Safety and Environment,2023,2(5)
孙永奎,曹源,李鹏,宿帅.Entropy Feature Fusion-Based Diagnosis for Railway Point Machines Using Vibration Signals Based on Kernel Principal Component Analysis and Support Vector Machine.IEEE Intelligent Transportation Systems Magazine,2023,None(15)
杨能普,周苗,王文昆,张娟,孙永奎.基于R-P图像注意融合网络的列车轮对踏面缺陷识别.铁道科学与工程学报,2023,12(20)
于程水,刘月,曹源,孙永奎,宿帅,杨卫峰,王文昆.Improved YOLOv8 for B-scan image flaw detection of the heavy-haul railway.MEASUREMENT SCIENCE AND TECHNOLOGY,2024,7(35)
孙永奎,曹源,李鹏,宿帅.Sound Based Degradation Status Recognition for Railway Point Machines Based on Soft-Threshold Wavelet Denoising, WPD, and ReliefF.IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT,2024,None(73)
曹源,孙永奎,李鹏,宿帅.Vibration-Based Fault Diagnosis for Railway Point Machines Using Multi-Domain Features, Ensemble Feature Selection and SVM.IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY,2024,1(73)
曹源,安运通,宿帅,孙永奎.Is the safety index of modern safety integrity level(SIL) truly appropriate for the railway?.Accident Analysis and Prevention,2023,None(192)
张旻昊,曹源,孙永奎,宿帅.Vibration signal-based defect detection method for railway signal relay using parameter-optimized VMD and ensemble feature selection.Control Engineering Practice,2023,None(139)
曹源,孙永奎,谢国,李鹏.A Sound-Based Fault Diagnosis Method for Railway Point Machines Based on Two-Stage Feature Selection Strategy and Ensemble Classifier.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,2022,8(23)
杨帅,曹源,孙永奎.混合动力动车组参数匹配研究.铁路计算机应用,2017,6(26)
储依帆,曹源,孙永奎.基于随机Petri网的安全型继电器的可靠性分析.大连交通大学学报,2018,3(39)
杨晓东,杨东颖,孙永奎,曹源.分布式列控目标控制器通信总线的研究.铁路计算机应用,2018,5(27)
高莺,曹源,孙永奎,马连川,洪春华,张玉琢.面向车车通信的安全计算机时间约束性分析验证.通信学报,2018,12(39)
曹源,于潇,孙永奎.交叉口路况的导向运输系统安全间隔控制研究.中国安全科学学报,2022,6(32)
胡小溪,曹源,唐涛,孙永奎.Data-driven technology of fault diagnosis in railway point machines: review and challenges.Transportation Safety and Environment,2022,4(4)
孙永奎,张玉琢,徐超凡,曹源.安全型继电器失效机理判别与寿命预测.交通运输工程学报,2018,3(18)
胡小溪,曹源,孙永奎,唐涛.Railway Automatic Switch Stationary Contacts Wear Detection Under Few-Shot Occasions.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,2022,9(23)
孙永奎,曹源,李鹏,李旭.基于小波包分解多尺度排列熵及2阶特征选择的转辙机故障诊断方法.中国铁道科学,2023,None(44)
曹源,姬媛姝,孙永奎,宿帅.The Fault Diagnosis of a Switch Machine Based on Deep Random Forest Fusion.IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE,2023,1(15)
曹源,宋迪,胡小溪,孙永奎.基于改进时域多尺度散布熵与支持向量机的转辙机故障诊断.电子学报,2023,1(51)
曹源,安运通,宿帅,谢国,孙永奎.A statistical study of railway safety in China and Japan 1990–2020.ACCIDENT ANALYSIS AND PREVENTION,2022,2022(175)
孙永奎,曹源,李鹏.Contactless Fault Diagnosis for Railway Point Machines Based on Multi-Scale Fractional Wavelet Packet Energy Entropy and Synchronous Optimization Strategy.IEEE Transactions on Vehicular Technology,2022,6(71)
孙永奎,曹源,李鹏.Fault diagnosis for train plug door using weighted fractional wavelet packet decomposition energy entropy.Accident Analysis and Prevention,2022,无(166)
杨佳,孙永奎,曹源,胡小溪.Predictive maintenance for switch machine based on Digital Twins.Information,2021,11(12)
孙永奎,曹源,谢国,文韬.Sound based fault diagnosis for RPMs based on multi-scale fractional permutation entropy and two-scale algorithm.IEEE Transactions on Vehicular Technology,2021,11(70)
孙永奎,曹源,马连川.A Fault Diagnosis Method for Train Plug Doors via Sound Signals.IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE,2021,3(13)
孙永奎,曹源,谢国,文韬.Condition Monitoring for Railway Point Machines Based on Sound Analysis and Support Vector Machine.CHINESE JOURNAL OF ELECTRONICS,2020,4(29)
李欣蔓,曹源,王峰,孙永奎,宿帅,杨卫峰,王文昆.Rail Fastener Defect Detection of Heavy Haul Railway Based on Improved YOLOv8.IEEE ITSC 2024,2024
黄小龙,樊磊,孙永奎.Research on Abnormal Detection Method of Rail Fastener Based on Yolov5.Proceedings of SPIE - The International Society for Optical Engineering,2023
闫童瑞,张家桢,孙永奎.Fault diagnosis method of point machine based on vibration signal.Eighth International Conference on Electromechanical Control Technology and Transportation, ICECTT 2023,2023
时磊,吴俊杰,孙永奎.Rail surface anomaly detection based on deep learning.Eighth International Conference on Electromechanical Control Technology and Transportation, ICECTT 2023,2023
黄小龙,樊磊,孙永奎.Research on abnormal detection method of rail fastener based on YOLOV5.Eighth International Conference on Electromechanical Control Technology and Transportation, ICECTT 2023,2023
孙永奎,谢国,曹源,文韬.A Fault Diagnosis Method for Train Plug Doors Based on MNPE and IPSO-MSVM.2018 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND INFORMATION SCIENCES (ICCAIS),2018

专著/译著

专利

软件著作权

获奖与荣誉

中国交通运输协会科学技术一等奖，2023

中国职业安全健康协会科学技术一等奖，2023

北京市科技进步二等奖，2022

中国仪器仪表学会科技进步一等奖，2022

社会兼职

IEEE 会员

中国自动化学会会员

孙永奎