Bachelor Thesis
General Infos
This Bachelor thesis was carried out at Technical University of Vienna at the Institude of Applied Physics.
Title: Pattern recognition in acoustic emission using neural networks
Supervised by: Ao.Univ.Prof. Dipl.-Ing. Dr.tech. Martin Gröschl
Handed in: Vienna, June 2019
Abstract
Interpreting and analysing data from physical experiments is a fundamental part of all applied natural sciences in order to validate new theories or eventually proof them wrong. Neuronal networks - with all their variations - can help to find correlations in big sets of data, which otherwise might have never been discovered due to the size and complexity of the given dataset. The goal of this thesis is, to use neural networks in the field of tribology to detect and categorise specific events in a quasi-continuous acoustic signal.
