Feb 9, 2023 · In this study, a method is proposed to forecast one type of track geometry irregularity, vertical alignment, by incorporating spatial and exogenous factor ...

Nov 7, 2022 · In this study, we propose a method to forecast one type of track geometry irregularity, vertical alignment, by incorporating spatial and ...

Feb 23, 2023 · Additionally, the degradation of track geometry irregularities is affected by external factors such as rainfall, ballast deterioration, passing ...

In this study, a method is proposed to forecast one type of track geometry irregularity, vertical alignment, by incorporating spatial and exogenous factor ...

Mar 1, 2024 · ... Suyari, Kazuhiko Kawamoto, Spatiotemporal forecasting of track geometry irregularities with exogenous factors, arXiv:2211.03549, 2022.

In this study, we propose a method to forecast one type of track geometry irregularity, vertical alignment, by incorporating spatial and exogenous factor ...

The proposed method embeds exogenous factors and captures spatiotemporal correlations using a convolutional long short-term memory. The proposed method is also ...

In this study, a method is proposed to forecast one type of track geometry irregularity, vertical alignment, by incorporating spatial and exogenous factor ...

Additionally, track geometry irregularities are influenced by multiple exogenous factors. In this study, a method is proposed to forecast one type of track ...

This paper showcases an application framework for predicting vertical track irregularity, based on a real-world, large-scale dataset produced by several ...