The SYPIN system is trained on the following datasets:
Condition monitoring data
EPICLA dataset: Epicyclic gearboxes with artificially induced damage tested under variable speed and load conditions. 35 GB of data, 21 speeds, 5 different damages, 5 different sensorsArtificial dataset : Numerically simulated gearbox
Guided wave data
SYPIN generic dataset: Within the SYPIN project, another set of GW experiments was ordered: Series of fatigue experiments, composite-component experiments, and variable-temperature experiments. In total, 15 GB of data consisting of over 3000 measurement cycles.SYMOST dataset: Data gathered in the SYMOST project's scope by the Polish Air Force Institute of Technology. It consists of numerous small-scale experiments where aircraft components were subjected to fatigue loading and cracking and a full-scale fatigue test of a complete aircraft structure. It contains 8 GB of unique data and 1900 measurement series.
Openguidedwaves.de dataset: Open (available here ) data containing experiments in constant and variable temperature on composite plates with variable damage locations. 12000 measurement series, 165 GB of data
UPC dataset: Dataset containing four subsets performed by Universidad Politécnica de Catalunya consisting of magnetostrictive transducers and standard PZTs used for various plate-like structures monitoring cases. 37 GB of data, over 1550 measurement series
SYPIN benchmark dataset download
The SYPIN dataset is available for the scientific audience. Description of the dataset is available hereDatabase with processed data is available here
If you would like to download the raw signals, please contact us directly and let us know which part of the archive is necessary. Due to very large volume of the complete archive it will be uploaded according to current needs.