2nd International Workshop on Structural Health Monitoring for Railway System (IWSHM-RS 2018)

TABLE OF CONTENTS

 

Preface  

SESSION 1: APPLICATIONS

 

• The Electric Field Intensity and Potential Distribution Analysis of the Pantograph and Its Supporting Insulators of Electrical Multiple Unit

XUKUN CHEN, JINZHU LIU, YAOYIN LIU and GUOQIANG GAO

• Study on Application of Automatic Track Gauge Changeover System in Europe

WEI JIANG, CHENGJIE WEI and XIANLU LIU

• Study on the Cooperative Control Strategy of the WSP Between the ED Brake and the EP Brake

LEI KANG, JINZHU LIU, FENG QIAO, YANG YANG, MINGLEI HUA and DALEI HA

• The Application of Laser Projection Technology in High-speed Railway

YUNPENG LI

• Impact of Tool Pin Configuration on Weld Formation of Non-thinning Friction Stir Welded Aluminum Alloy

ZHENJIANG LI, XIAO ZHANG and MIN WANG

• The Application of Auxiliary Diagnostic Device in the High Speed Train

BUZHAO NIU and GUANGWEI XU

• Study and Application on Wire-break Defect of Converter Module of HXD1 Locomotive

GANG SHEN, ZHIMAN CHEN, JUN LIAO and YONG SHENG

• Study on Improving the Efficiency of Bolt-coated Assembly Glue Based on TRIZ Theory

LIYUAN WANG, GUOYING NIU and BINGQUAN LIU

• Failure Analysis and Countermeasures of the WSP Control System in High-speed EMU

YANG YANG and KANG LEI

• Manufacturing Risk Analysis of Stamping Parts Based on Stainless Steel Urban Railway Car Laser Welding

YONGFU ZHENG and JUNYUAN WANG

• Development of the 1700V Hybrid SiC Modules

KE FENG, XIAOFEI YANG, LIN CAO and ZHAO WANG

• The Application of Cable Shielding Protection Technology in High-speed EMU Manufacturing Artwork

QIFEI HU

• Weight Sensing Device for Railway Heavy-duty Freight Car

MINGZHU LI, YONG LU and YINMING ZHANG

• The Quantitative Analysis of Trail-wheel Calibration Function

QING LIU and XIAOGUANG BAO

• Magnetic Shielding Performance of Railway Vehicle Moving Detection System Based on Magnetoresistive Effect

WEIJIA HUANG and ZHAIJUN LU

• Research of Attenuation Characteristics of Bolt Tightening Torque for Rail Vehicle

XIANFENG WANG, WENHUI YUAN, ZHONGCHENG JIANG and XIAOBO LIU

• Risk Analysis and Safety Strategy of Loss of Magnetism in Permanent Magnet Motors of Rail Vehicles

LILI KANG, DONGJIE JIANG, KAIYI SUN and RUIHAN CHEN

 

SESSION 2: SENSORS

 

• A Novel 3D Laser System that Can Emit and Measure Guided Wave for Monitoring Rail Track Structural Integrity

PETER TSE, KIM MING NG and FAEEZ MASURKAR

• Study on Modal Parameters Identification of Proportional Body of High-speed Trains

WEI LI and RUI XI DANG

• Research on Reliable High-speed Train Axle Temperature Monitoring System based on Fluorescence Optical Fiber Temperature Sensor

FEI WANG, LIANGGUANG ZHENG and CHENGRUI ZHAO

• Ball-groove Contact Identification Using Ultrasound Reflectometry

LU ZHOU and ROGER LEWI

 

SESSION 3: SENSOR NETWORKS

 

• Design and Integration of Maglev Platform Mobile Detection System Based on Multi-sensors

LIANBI YAO, KATABARWA MURENZI GILBERT and SHAOHUA ZHANG

• Development of High-speed Maglev Train and Track Multi-channel Synchronous Testing System

JINGYU HUANG, DONGZHOU WANG, HENG CHEN and LONG ZHANG

• Introducing ATOMS—Active Train Online Monitoring System

HOWARD CHUNG, SPANDAN MISHRA, TARU SINGHAL, FRANKLIN LI, IRENE LI, AMRITA KUMAR, SANSAN DING, SHAOQING LIU, PENG LIN, MING DU and LONG MA

 

SESSION 4: MULTIFUNCTIONAL MATERIALS AND STRUCTURES

 

• The Influence of Electromagnetic Wire Gauge of Frequency Conversion Motor on the Interturn Electric Field

LI DAN and CONG XIAOJIE

 

SESSION 5: SIGNAL PROCESSING

 

• Rail Crack Detection Using Adaptive Threshold and Wiener Filter Method Based on Acoustic Emission Technology

ZHENHANG GUO, XIN ZHANG, KANGWEI WANG and YAN WANG

• The Application of Self Correlation Function-cyclic Spectrum Analysis Method in Bearing Fault Diagnosis

LONG HAN, ZHIQIANG ZHANG, ZHILIN ZHAO and CHAOJIAN GU

• Feature Extraction and Recognition of Fault Vibration Signals Based on KPCA and QPSO-BP

DINGHONG LIU, HAORAN ZHU, YUNQI SHI and JIANFENG LIU

• Investigation on Intelligent Recognition of Failure Axis Orbit Based on HWT and CNN

DINGHONG LIU, HAORAN ZHU, YUNQI SHI and JIANFENG LIU

• Analysis of Wheel-rail Vibration Signal Based on Frequency Sliced Wavelet Transform

XUEMIAO PANG, TIAN HE, FURUI BAI, WEI WANG and ZONGYI XING

• Research on Stray Current Protection System for Light Railway Renewal and Reconstruction Project

LI-JUAN SUN, GUO-ZHENG NI, HU-YUAN SUN and ZHI-RUI WANG

• Vibration and Temperature Monitoring of Rolling Element Bearings in High Speed Trains

XIANG YU, CHANG PENG, MINXIN SHEN, YANFEI LI and YONGHUA FENG

• Feature Extraction and Recognition of Fault Vibration Signals Based on Principal Component Analysis and Neural Network: An Artificial Intelligence Approach

YUNQI SHI, HE CHEN, ZHONGYUAN JI and YIXIN YANG

• Tread and Rail Fault Detection Algorithm Research Based on Space-time Continuous Vibration Sensor

JIMIN ZHANG, JINNAN LUO, HECHAO ZHOU, YEWANG HAN, HAORAN CHEN and

FANZHOU ZHANG

• The Study of Data Traceability of High-Speed EMU Based on PHM System

CHUAN WANG, XIMIN JIANG and LIN MU

• Vibration Test and Data Analysis of Electric Locomotive Traction Motor on Running Railway Lines

JINPING WANG, YONGJIN SHI, ZHE ZHANG, WEI LI and SIQUN MA

• Gauge Measuring Method Based on 2D Laser Displacement Sensor

XINCHANG LIU, JIANHUI LIN and QI SUN

• Study on Evaluation Strategies and Criteria of Dynamic Performance of the Railway Freight Cars Applied to Condition Monitoring

KEWEI LYU, YUEBIN YU, HUA LI, JUNFENG HAN and SHUANG LIU

• Research on Visualized Playback Function of the Train Operating Status Based on PHM System
• XUESHOU DENG, CHUAN WANG and GUANGJUN LIU
• The Concept of the Time-Frequency-energy 3D Feature Library and Its Application on Structural Health Monitoring of the EMU Train

YUNQI SHI, HE CHEN, ZHONGYUAN JI and YE ZHANG

• Real-time Fault Diagnosis of Rotating Machinery Based on 1-D Convolutional Neural Network

QICAI ZHOU and XINGCHEN LIU

• Operation of a Novel Temperature Compensation Module for Acousto-ultrasonic Wave Based Structural Health Monitoring on High Speed Trains

SUSHEEL KUMAR YADAV, SPANDAN MISHRA, TARU SINGHAL, HOWARD CHUNG, GRANT CHANG, MING DU, LONG MA and ZENGYE JU

• Research on Fault Diagnosis of Traction Motor Based on Group Decision Making

HAIPENG CHENG and XILONG YAO

• A Novel Machine Learning Technique for Online Health Monitoring of High-speed Trains LIN-HAO ZHANG, YI-QING NI, SIU-KAI LAI and SHENG-GUO WANG
• Vibration Characteristics of Direct-Fixation Track with Flexible Fasteners

CHEN-MING KUO, CHENG-HAO HUANG, CHIH-CHIANG LIN, YU-HUNG PAI and YI-QING NI

• Sub-Nyquist Data Acquisition in High-Speed Rail Condition Monitoring by Means of Compressive Sensing

SI-XIN CHEN and YI-QING NI

• A Variational Bayesian Approach for Temporally Correlated Source Separation and Application to Thermal Strain Extraction of High-Speed Rail

CHI XU and YI-QING NI

• The In-transit Monitoring Method and Safety Assessment for Service Load of Lateral Steel-wood Stop at Long and Big Freight Cars

GUOFEI LI, WEI ZHOU, TIANHU HAN and SHAOQING FU

• Real-time Safety Assurance of High-speed EMU Train Components via SHM Technology Based on PZT Sensor Network

MING DU, LONG MA and ZENGYE JU

• Several Methods for Detecting the Number and the Interval of Defective Rolling Elements in Wheelset Bearing of High-speed Train

CHENGUANG HUANG, JIANHUI LIN, TAO DENG and HANG JIN

• Damage Fault Analysis for Subway Vehicle Fuse of Non-short Circuit

HANG JING, JIANHUI LIN, XIEQI CHEN and TAO DENG

• Fault Diagnosis for Pantograph Based on Time-frequency Decomposition and Approximate Entropy

YING SHI, JIANHUI LIN and ZHE ZHUANG

• A Frequency-Weight Energy Operator and Empirical Wavelet Transform for Bearing Defect Detection

ZECHAO LIU, JIANHUI LIN and CHENGUANG HUANG

• An Improved Time and Frequency Analysis Method Combined with WVD and EEMD

XIAODI XU, JINZHAO LIU, WEIDONG WANG, XIAOZHOU LIU and SHANCHAO SUN

• A Smoothing Method for High-speed Railway Measured Rail Profile Data

MAOXUAN ZHANG, JINZHAO LIU, XIAOZHOU LIU, SHANCHAO SUN and YU MIAO

• The Research on General AI-PaaS Architecture for Railway Application

YANG LIU, HONGJIAN FANG and LING NI

• New Detection Criteria and Shunting Monitoring in Railway Track Circuit Receivers

XAVIER LORANG, SOFIANE KERBAL, LAURENT LEMARCHAND, VINCENT LE-CAM and

JEAN-JACQUES MOGORO

• Degradation of Impact Attenuation of Fastening System in Mixed Traffic Trains in Thailand

PHANASINDH PAITEKUL, PRAPAPHON KOSITVNIT, ANAT HASAP, NITIKORN NORAPHAIPHIPAKSA and CHAOSUAN KANCHANOMAI

 

SESSION 6: PROGNOSTICS

 

• Fault Diagnosis Method based on Transfer Learning and Deep ConvNet

ZHUOFU JIANG, MIN LIU and GAOWEI XU

• Study on Optimal Allocation of Reliability of High-speed Train Gear Transmission System Based on Improved Cost Function

YUANYUAN LI, WEIDONG ZHANG, YIBO AI, HONGBO QUE and YINGJIE ZHANG

• Oil Ring of EMU Gearbox Press-in Position Detection Method Based on Press-fit Curve

HAIWEI MENG, HAO SU and WOLONG DAI

• Research on Electromagnetic Relay Health Status and Life Evaluation Technology of CRH3 Series EMUs

CHUNXING PEI, GUANGMING WANG, YUANFEI WANG and NA LI

• The Intelligent Diagnosis Research of TCMS Based on a Port Condition Analysis Method

SHILIN WU

• Framework of Big Data Monitoring System for Locomotive-network’s Electrical Interaction and Its Data Mining Application

FULIN ZHOU, KAI ZHONG, JIGANG CHEN, JIE JIANG and JINFEI XIONG

• Analysis and Majorization of Rail Transit Vehicle IGBT Device Lifetime Prediction Algorithm

BISHAN LI, LIN CAO, NA YE, PING LI and LONGFEI XIE

• Rolling Bearing Fault Diagnosis Method Based on Cepstrum Pre-whitening and Hilbert Envelope Demodulation

CHENGLIN LIU, HUI SHI, HUANZHEN FAN, HONGZHENG FANG and SHUAI REN

• Earth Fault Analysis and Principle Mining of Traction System of CRH3 Series Multiple Units

CHUNXING PEI, YUANFEI WANG, JIE JIANG and HAIRONG SUN

• Research on Predictive Maintenance of Traction Converter Filter Based on PHM System

JIA GU, WEI WANG and ZHENWEN ZHANG

• IGBT Device Lifetime Prediction of Rail Transit Based on Semi-physical Simulation

PING LI, LIN CAO, NA YE, BISHAN LI and XIAOWEI WU

• The Design Exploration of PHM System of Trailer in New-type EMU with Centralized Power

WENPING LIU and ZHAOWANG YU

• Study on the Fatigue Life of Aluminum Honeycomb Floor for High Speed Train

DONGZHEN WANG, ZHIYONG LIU and JIANMIN GE

• The Regulation of Maintenance Period Based on Damage-tolerance Theory

ZONGZHENG WANG, ZENGYE JU, LONG MA, and ZIHAO ZHAO

• Health Management System of the Locomotive Complex Cooling Tower

SHOUHUAN YANG, JUNDE XI and XIANG ZHOU

• IGBT Device Lifetime Prediction Technology of Rail Transit Based on MATLAB and PLECS

NA YE, KAI YU, LIN CAO, LONGFEI XIE, PING LI and BISHAN LI

• Train Bearing Temperature Trediction Based on LSTM Recurrent Neural Network

JIN YU and WEIKAI YU

• Analysis of Pantograph Failure Prediction for CRH3 EMUs

JIE JIANG, HAIRONG SUN and NA LI

• Risk-informed Real Time Decision Making of Fatigue-sensitive Structures within High-speed Train

YOU DONG, XIAO WANG and NI-QING NI

• Condition-based Maintenance of High-speed Train Wheels Through Trackside Monitoring XIAO-ZHOU LIU, YI-QING NI and LU ZHOU
• Online Wheel Condition Detection Using Standard and Heteroscedastic Gaussian Process Learnings

QIU-HU ZHANG and YI-QING NI

• Research on Fault Diagnosis Algorithm for the Gearbox and Coupling of EMU based on Neural Network

LONGQING FAN and JIN YU

• Bayesian Approach for Fatigue Life Assessment of High-speed Trains Using In-service Monitoring Data

XIAO WANG, YI-QING NI and LU ZHOU

• Hybrid Prognostics Model for Life Cycle Management of High Speed Train
• SPANDAN MISHRA, SUSHEEL KUMAR YADAV, TARU SINGHAL, HOWARD CHUNG,

GRANT CHANG, AIQIN TIAN and MING DU

• Intelligent Health State Awareness Technology Framework for Maintenance-free Railway System Vision

DY D. LE

 

SESSION 7: MODELING

 

• A Sparse Array Structural Health Monitoring System Based on SH Wave

QIANG HUAN, MINGTONG CHEN and FAXIN LI

• Train Draft Gear Health Monitoring

XIHONG JIN, DAVID ZHANG, YONGQIANG HE, YANJUN ZENG, GANG YAN, WEIFENG ZHANG and YUXIA WANG

• Research How to Monitor Wagon Brake Health Online

DONGFANG OU, WENGANG WANG, JIAMING SUN, HONG AN, WEIYUAN XIAO and LEI XIE

• Three-dimensional Temperature Field Simulation Analysis of Asynchronous Traction Motor

WENQING WANG, XINWEI HUI, JIE ZHANG and HUIQIANG LUO

• Validation of a Bingham Snow Model by the MPS Method

TAO YU and KOSHIZUKA SEIICHI

• Research and Application of Indicator-based Rule Engine for WTD Data of High Speed EMU

HUA SUN, JIA GU and SHUAI AN

• Train Bogie Damage Detection: Review and Prospect

QIANG HAO, GUOQIANG CAI, YUE PAN and JIAOJIAO LV

• Three-dimensional Crack Propagation Simulation Experiment Comparison and Life Prediction Based on Paris Formula

HUI WANG, ZIHAO ZHAO and ZONGZHENG WANG

 

SESSION 8: SHM “BIG DATA” ANALYTICS AND SERVICES

 

• Research on Condition Monitoring of Bearing Based On Factor Analysis and Logistic Regression

JING TAN, PINGZHEN LEI, YONGMEI YANG, YONGJIN SHI, CHENGXIN WANG and LUYANG ZHENG

• Rail Transit Prognostic and Health Management Based on Big Data

HAIPENG KONG, DAWEI RUAN, YUGUANG WANG and HAIXIAO LIANG

 

Author Index