Structural health monitoring (SHM) has been extensively used in the railway industry. with applications ranging from railway infrastructures to carbody shells. An SHM method that dominates monitoring procedures is Acoustic Emissions (AE). The utilisation of the AE method could use a significantly large amount of data. https://www.roneverhart.com/Atma-s-Wail-East-Non-Ladder/