Smart-Objects / Impact-Events-DatasetLinks
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.
☆16Updated 2 years ago
Alternatives and similar repositories for Impact-Events-Dataset
Users that are interested in Impact-Events-Dataset are comparing it to the libraries listed below
Sorting:
- Simulation of a SDOF Bouc-Wen-Baber-Noori hysteretic system☆13Updated 3 years ago
- Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks☆109Updated 2 years ago
- ☆11Updated last year
- Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method☆11Updated 4 months ago
- Deep Learning for Structural Health monitoring☆18Updated 9 months ago
- ☆12Updated last year
- Deep LSTM for highly nonlinear system modeling☆56Updated 5 years ago
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆19Updated 3 years ago
- A novel GNN-LSTM-based fusion model which could accurately predict the seismic responses of multiple structures with different geometry.☆74Updated last year
- Physics-guided Convolutional Neural Network☆67Updated 4 years ago
- We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.☆90Updated last year
- A pytorch implementation of the paper "Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling"☆15Updated 6 years ago
- Predictive maintenance algorithm developed using digital twin of hydraulic pump modeled in Simscape☆36Updated 6 months ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆39Updated last month
- Codes of our journal paper: Indirect identification of bridge frequencies using a four-wheel vehicle: Theory and three-dimensional simula…☆16Updated 3 weeks ago
- list of open wind turbine data sets☆155Updated 2 months ago
- ☆76Updated last year
- ☆89Updated 3 years ago
- Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling☆109Updated 3 years ago
- Physics-informed neural networks package☆315Updated 2 years ago
- MATLAB toolbox for simulating the lateral dynamics of rotating machines.☆45Updated last year
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆30Updated 2 years ago
- CONCEPT is a dataset of lamb-wave measured in composite structures in healthy and damaged states. This experiment was conducted at the SH…☆26Updated 3 months ago
- Reduced-order Variational Mode Decomposition (RVMD)☆27Updated 4 months ago
- A condition monitoring system for gas turbine, including refenrece value, anomaly detection, and fault diagnosis.☆34Updated 6 years ago
- Train-Track-Bridge interaction simulation tool for Matlab☆10Updated last year
- ☆12Updated last year
- BILSTM，GRU，LSTM☆16Updated last year
- This repository presents a series of analysis on the performance of Physics-Informed Neural Networks in vibrational systems. The limitati…☆12Updated 2 years ago
- Soft Sensor with Variational Inference Technique☆19Updated 9 months ago