Railroad Track Condition Monitoring Using Inertial Sensors and Digital Signal Processing: A Review

被引:30
作者
Chia, Leonard [1 ]
Bhardwaj, Bhavana [1 ]
Lu, Pan [1 ]
Bridgelall, Raj [1 ]
机构
[1] North Dakota State Univ, Dept Transportat & Logist, Fargo, ND 58108 USA
关键词
Digital signal filtering; sample rate; sensors; track geometry monitoring; AXLE BOX; IRREGULARITY; SYSTEM;
D O I
10.1109/JSEN.2018.2875600
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Inertial sensors such as accelerometers and gyroscopes have been widely used since the early 1990s to monitor the condition of transportation assets. Recent improvements in their performance, a reduction in cost, and sensor miniaturization has resulted in a growing interest in expanding their use. This research is an extensive and systematic review of their application considerations, challenges, and opportunities for improvements in railroad track condition monitoring. Research questions were developed to guide the selection of relevant articles from data-bases. The authors report key findings in the areas of sensor specification, sensor location, and sensor signal processing.
引用
收藏
页码:25 / 33
页数:9
相关论文
共 52 条
[1]  
Akos V, 2014, ROAD RAIL INFRASTR, P509
[2]  
Al-Nazer L., 2014, DOTFRAORD1442
[3]  
[Anonymous], P 6 IET C RAILW COND, DOI DOI 10.1049/CP.2014.0996
[4]  
[Anonymous], 2002, The Scientist and Engineer's Guide to Digital Signal Processing, Chapter 34: Explaining Benford's Law
[5]  
Bagshawe M. J., 2013, IET C CONTR AUT UN P, P1
[6]  
Beeck F., 2017, 83 IDEA TRANSP RES B
[7]   A measurement system for quick rail inspection and effective track maintenance strategy [J].
Bocciolone, M. ;
Caprioli, A. ;
Cigada, A. ;
Collina, A. .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2007, 21 (03) :1242-1254
[8]   MEMS-based inertial system for railway track diagnostics [J].
Boronakhin A.M. ;
Podgornaya L.N. ;
Bokhman E.D. ;
Filipenya N.S. ;
Filatov Yu.V. ;
Shalymov R.B. ;
Larionov D.Yu. .
Gyroscopy and Navigation, 2011, 2 (4) :261-268
[9]   Control and monitoring for railway vehicle dynamics [J].
Bruni, Stefano ;
Goodall, Roger ;
Mei, T. X. ;
Tsunashima, Hitoshi .
VEHICLE SYSTEM DYNAMICS, 2007, 45 (7-8) :743-779
[10]  
Fessler J., IIR FILTERS