Data-driven track geometry fault localisation using unsupervised machine learning
K. Popov, R. De Bold, Haojiang Chai, M. C. Forde, Carlton L. Ho, James P. Hyslip, Hamed Faghihi Kashani, Richard Kelly, S.S. Hsu, M. Rippin
Topics & Concepts
BallastTrack geometryTrack (disk drive)AutoencoderCluster analysisUnsupervised learningComputer scienceArtificial intelligencePipeline (software)TroubleshootingSettlement (finance)Fault (geology)Computer visionEngineeringDeep learningGeologyWorld Wide WebOperating systemProgramming languageElectrical engineeringSeismologyPaymentRailway Engineering and DynamicsInfrastructure Maintenance and MonitoringTunneling and Rock Mechanics