Published March 6, 2023 | Version -v1
Dataset Open

SHM - Structural Health Monitoring Dataset

Creators

  • 1. Institute of Structural Lightweight Design, JKU Linz
  • 2. Silicon Austria Labs, 4040 Linz, Austria

Description

Synthetic and Real-World Data as described in

C. Kralovec, B. Lehner, M. Kirchmayr, M. Schagerl, "Sandwich Face Layer Debonding Detection and Size Estimation
by Machine Learning-based evaluation of Electromechanical Impedance Measurements", Sensors, 2023

 

The implementation of the experiments can be found here (Python):

https://github.com/berni-lehner/structural_health_monitoring

Files

data_synthetic.zip

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Additional details

References

  • C. Kralovec, B. Lehner, M. Kirchmayr, M. Schagerl, "Sandwich Face Layer Debonding Detection and Size Estimation by Machine Learning-based evaluation of Electromechanical Impedance Measurements", Sensors, 2023