학술논문

Application of the Dynamic Time Warping method for automatic detection of defects in composite structures
Document Type
Conference
Source
2022 24th International Microwave and Radar Conference (MIKON) Microwave and Radar Conference (MIKON), 2022 24th International. :1-3 Sep, 2022
Subject
Aerospace
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Fields, Waves and Electromagnetics
Spectroscopy
Microwave technology
Radar detection
Wrapping
Time-domain analysis
dynamic time wrapping
time domain spectroscopy
terahertz technology
Language
Abstract
The article presents tests of samples containing defects that may occur in composite and hybrid structures used in aviation. The studies were carried out using a time domain spectroscopy (TDS) scanner. Moreover, an attempt was made to automate the analysis of the obtained results, thanks to the application of the method of dynamic time wrapping (DTW). The paper uses the DTW method to automatically compare time signals without defects (reference) and signals potentially having defects, which then made it possible to locate defects in the tested composite plate and determine the depth of their occurrence.