Delamination dataset

This is the full package-delamination dataset generated by simulation.

It contains 29 run-to-failure samples to characterize typical delamination behaviour over the time .

It contains folder related to Stress sensor measurements , file containing Delamination Index from Physics Of Failure model.

The ground truth delamination index for all the samples is also provided in a separate file.

File structure

1. Stress_Sensor_measurements folder :- This folder contains stress sensor measurements for 29 run-to-failure samples and input loading for each sample.

For each sample there are four stress sensor measurement files. Sensor Names are Centre_sxx,Centre_syy,Edge_sxx,Edge_syy.

Each file related to sensor measurement has naming convention as follows: SampleNumber_SensorName.txt

Each file related to input loading has naming convention as follows: SampleNumber_temp.txt

2. DI_Ground_Truth.csv :- This file contains ground truth Delamination Index for 29 run-to-failure samples which are used to validate the models

3. DI_Physics_Of_Failure.csv :- This file contains Delamination Index of Physics of failure model for 29 run-to-failure samples.

For more information refer to article "A hybrid model for prognostic and health management of electronic devices"