mahindrautela / DINS-SHMLinks
Deep Learning for Structural Health monitoring
☆16Updated 8 months ago
Alternatives and similar repositories for DINS-SHM
Users that are interested in DINS-SHM are comparing it to the libraries listed below
Sorting:
- ☆9Updated last year
- Simulation of a SDOF Bouc-Wen-Baber-Noori hysteretic system☆13Updated 3 years ago
- Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method☆11Updated 3 months ago
- This repository presents a series of analysis on the performance of Physics-Informed Neural Networks in vibrational systems. The limitati…☆12Updated 2 years ago
- Codes of our journal paper: Indirect identification of bridge frequencies using a four-wheel vehicle: Theory and three-dimensional simula…☆16Updated this week
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆29Updated 2 years ago
- BILSTM，GRU，LSTM☆16Updated last year
- Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks☆108Updated 2 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.☆72Updated last year
- MATLAB toolbox for simulating the lateral dynamics of rotating machines.☆45Updated last year
- Physics-guided Convolutional Neural Network☆67Updated 4 years ago
- Using deep learning techniques like 1D and 2D CNNs, LSTM to detect damage in a structure with hinges/joints after an earthquake.☆15Updated 4 years ago
- The relevant codes and more comparison results of "Physics-informed machine learning for tool wear monitoring".☆16Updated 3 years ago
- A pytorch implementation of the paper "Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling"☆15Updated 6 years ago
- Train-Track-Bridge interaction simulation tool for Matlab☆10Updated last year
- Deep LSTM for highly nonlinear system modeling☆56Updated 5 years ago
- An AI-based system utilizing Graph Neural Networks (GNNs) for real-time anomaly detection and fault diagnosis in spacecraft engines. It c…☆11Updated 7 months ago
- Code for "Conditional Variational Autoencoders for Probabilistic Wind Turbine Blade Fatigue Estimation using SCADA data"☆17Updated 4 years ago
- Customized FERUM (Finite Element Reliability Using Matlab)☆13Updated 3 years ago
- ☆12Updated last year
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆12Updated 3 years ago
- Anudruti / Predictive-Failure-Analysis-of-Spindle-Motor-Cutting-Oil-Condition-Monitoring-of-Grinding-Machine-With the advent of Industry 4.0, manufacturing industries are competing to adopt intelligent machining systems into their processes to ge…☆11Updated 5 years ago
- For data recovery of Structural Health Monitoring☆10Updated last year
- A Framework for Remaining Useful Life Prediction Based on Self-Attention and Physics-Informed Neural Networks☆109Updated last year
- Masters Thesis: Hybrid Approach to planetary gearbox prognostics (University of Pretoria, South-Africa, CAIM)☆9Updated 4 years ago
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆31Updated 3 years ago
- A sequential combination of LSTM and MLP for the prediction of cutterhead torque for TBM.☆11Updated 4 years ago
- Predictive maintenance algorithm developed using digital twin of hydraulic pump modeled in Simscape☆35Updated 5 months ago
- for wind turbine phm☆16Updated 7 years ago