Application of LSTM network for Structural Health Monitoring & Non-Destructive Testing
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Updated
Oct 4, 2021 - Python
Application of LSTM network for Structural Health Monitoring & Non-Destructive Testing
CONCEPT is a dataset of lamb-wave measured in composite structures in healthy and damaged states. This experiment was conducted at the SHM Lab from UNESP Ilha Solteira.
This repository contains a novel time-series dataset for impact detection and localization on a plastic thin-plate, towards Structural Health Monitoring applications, using ceramic piezoelectric transducers (PZTs) connected to an Internet of Things (IoT) device.
ANSYS(TM) FEM: #multiphysics #simulation of #MEMS-sensors based on #silicon with #piezoelectric thin-film layers and etched #quartz crystals
The PZT is controlled to move at a fixed step length, and a series of images can be obtained by taking pictures with an industrial camera after each movement, which can be used to shoot a series of interference fringes with the same position difference.
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