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

Proceedings, October 17-19, 2018

Edited by: Fuhai Ma, Jun Wang, Sansan Ding, and Fu-Kuo Chang

978-1-60595-572-8, October 2018, Online eBook

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  • Over 90 selected papers from this recently held international workshop
  • Investigates structural health monitoring (SHM) design, sensors, networks, “big data” analytics, prognostics, and modeling for trains and rail infrastructure
  • Health monitoring tied to condition-based maintenance and big data for railroad operation and safety
  • Optical, bioinspired, and self-diagnostic sensors in wired and wireless networks
  • Guide to monitoring train engines, active train on-line monitoring systems, freight and passenger cars, rails and rail bed, bearings, materials, welds, motors and more
  • Strategies for train, subway, trams and trolley systems

The latest research on applying structural health monitoring to railways under the theme Real Time Safety Assurance and Life-time Operation Efficiency is now available on a flash drive. The focus of the research investigations is on how SHM technologies are used to determine the condition of virtually every component of a rail line, including rolling stock, motors, track, ballast, coupling, welds, and bearings—as well as infrastructure such as bridges and tunnels. The objective is to demonstrate how SHM sensors, signaling, and networks can best be deployed to diagnose and predict materials’ properties throughout a rail system, with a view to improving operational safety, controlling variables like vibration, and facilitating condition-based maintenance based on local and big data. Papers discuss a range of EMU equipment, as well as advanced high-speed lines, and MagLev trains.


From the Preface

Due to recent significant advancements in sensor technologies as well as “big data” sciences, Structural Health Monitoring Technology (SHM) has been recognized as the key technology for providing cost-effective real-time safety assurance and operation efficiency of structural platforms across multiple industries. The Workshop assesses and evaluates state-of-the-art SHM technologies that are particularly applicable for railway applications, especially more mature sensor network-based techniques, and discusses and identifies key emerging technical breakthroughs and challenges. Roadmaps for implementation and international standardization of SHM technology for railway industry is particularly emphasized.

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

978-1-60595-572-8, October 2018, Online eBook

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