File(s) under permanent embargo

Reason: Under embargo until January 2020. After this date a copy can be supplied under Section 51 (2) of the Australian Copyright Act 1968 by submitting a document delivery request through your library, or by emailing document.delivery@monash.edu

Spectral Analysis of Instrumented Ore Car Data for Railway Track Condition Monitoring

thesis
posted on 10.01.2017, 22:20 authored by Andrew Yuen
Instrumented Ore Cars (IOCs) developed by the Institute of Railway Technology, Monash University have been widely used in railway operations in Australia. The IOC continuously monitors the condition of the track from the response of the vehicle to the track. In this study, side-frame accelerometer data from IOCs was analysed in the spectral domain in order to determine the condition of Insulated Rail Joints (IRJs). Features were extracted from the transformed spectral data as vectors. Clustering was conducted using one of these features and it was found that there was a strong correlation between the cluster numbers and IRJ maintenance records.

History

Campus location

Australia

Principal supervisor

Wenyi Yan

Additional supervisor 1

Dingyang Zheng

Additional supervisor 2

Peter Mutton

Year of Award

2016

Department, School or Centre

Mechanical and Aerospace Engineering

Faculty

Faculty of Engineering