structural-health-monitoring
Here are 36 public repositories matching this topic...
BayesianNN: Implementation of BNNs for virtual monitoring (offshore wind farms) and uncertainty quantification
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Aug 13, 2024 - Jupyter Notebook
Este benchmark ontains a set of data and information relating to researches involving Structural Integrity Monitoring (SHM) via Electromechanical Impedance (EMI) and Guided Waves (GW)
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Jul 12, 2024
This repository contains Python scripts used to obtain results from the paper "A Latent Variable Approach for Mitigation of Environmental and Operational Variability in Vibration-Based SHM – A Linear Approach," presented at the EWSHM2024.
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Jul 7, 2024 - Python
Master's Thesis project on using machine learning as a part of a SHM assesment on a damaged, post-tensioned bridge.
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Jun 9, 2024 - Jupyter Notebook
Results for Synthetic Data Augmentation: Deep Leaf-Bootstrapping GAN for Image-based Structural Scene and Damage Identification
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Apr 9, 2024
Repository containing multiple EOV Mitigation Procedures for Structural Health Monitoring.
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Feb 2, 2024 - Python
Collection of works in my PhD at Virginia Tech, mostly focused on computer vision and machine learning applications in structural inspection and structural health monitoring.
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Jan 22, 2024
Project for dynamic identification and structural health monitoring of real structures using data-based statistical time series analysis
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Nov 2, 2023 - MATLAB
ViMag: A Visual Vibration Toolbox
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Oct 5, 2023 - JavaScript
A method for distributed modal parameters identifiction: distributed single-channel based parameters estimation at edge; multi-channel modal parameters integration at remote.
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Aug 22, 2023 - Jupyter Notebook
Learning based Image Scale Estimation (LISE) for Quantitative Visual Inspection
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Mar 25, 2023 - Python
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.
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Mar 20, 2023
This project presents the possibility of utilizing Convolutional Neural Networks in image processing to analyze structures and the possible damages that have occured to them
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Jan 29, 2023 - Python
Structural Health Monitoring System data analysis
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Jan 12, 2023 - MATLAB
Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model Updating.
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Oct 26, 2022 - MATLAB
This repository is about reading and examining the hammer test data
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Sep 23, 2022 - MATLAB
This repository is about reading and examining the shaker test data
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Sep 23, 2022 - MATLAB
Interactive Defect Quantification through Extended Reality
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Sep 8, 2022 - ShaderLab
This suite is an ensemble of codes developed to conduct a vibration analysis of a assembled structure.
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Jul 30, 2022 - MATLAB
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