Detecting anomalies in longitudinal elevation of track geometry using train dynamic responses via a variational autoencoder

Jingxiao Liu, Yujie Wei, Mario Bergés, Jacobo Bielak, James H. Garrett Jr., HaeYoung Noh
January 2019
PDF DOI
Type
Conference paper
Publication
Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2019
Anomaly detection Track geometry inspection Vehicle-based inspection Inertial sensing Variational autoencoder structural health monitoring
Jingxiao Liu
Jingxiao Liu
Postdoctoral Scholar

My research interests include

Mario Bergés
Mario Bergés
Professor of Civil and Environmental Engineering

My research interests vary, but generally gravitate towards the development of technologies to make our built enviornment and the communities in them more autonomous and efficient. Lately I am interested in developing responsible autonomous solutions for infrastructure systems.