PML-UCF / pinn_wind_bearingLinks
Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks
☆114Updated 3 years ago
Alternatives and similar repositories for pinn_wind_bearing
Users that are interested in pinn_wind_bearing are comparing it to the libraries listed below
Sorting:
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆27Updated 3 years ago
- MATLAB toolbox for simulating the lateral dynamics of rotating machines.☆46Updated last year
- A Framework for Remaining Useful Life Prediction Based on Self-Attention and Physics-Informed Neural Networks☆114Updated last year
- Predictive maintenance algorithm developed using digital twin of hydraulic pump modeled in Simscape☆36Updated 9 months ago
- Deep Learning for Structural Health monitoring☆19Updated last year
- The relevant codes and more comparison results of "Physics-informed deep learning for tool wear monitoring".☆16Updated 3 years ago
- Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method☆14Updated 6 months ago
- An AI-based system utilizing Graph Neural Networks (GNNs) for real-time anomaly detection and fault diagnosis in spacecraft engines. It c…☆14Updated 11 months ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆13Updated 3 years ago
- SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.co…☆81Updated 4 years ago
- A condition monitoring system for gas turbine, including refenrece value, anomaly detection, and fault diagnosis.☆35Updated 6 years ago
- Code used to generate the results of the paper: Nascimento et al. A framework for Li-ion battery prognosis based on hybrid Bayesian physi…☆58Updated 2 years ago
- for wind turbine phm☆18Updated 7 years ago
- Elastohydrodynamic Lubrication Point Contact Solver for MATLAB☆27Updated last year
- ☆27Updated last year
- ☆18Updated 6 years ago
- A novel approach for Remaining Useful Life (RUL) prediction, combining meta-learning, knowledge discovery, and Physics-Informed Neural Ne…☆12Updated 5 months ago
- Simulation of a SDOF Bouc-Wen-Baber-Noori hysteretic system☆13Updated 4 years ago
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆21Updated 3 years ago
- 3 DoFs dynamic model of deep groove ball bearing on x, y and z rotation with outer ring fault.☆14Updated 4 months ago
- Physics-guided Convolutional Neural Network☆68Updated 4 years ago
- Compilation and summary of research articles utilizing the XJTU battery dataset, including detailed records of results for easy compariso…☆36Updated 4 months ago
- Matlab simulation of a hydrodynamically lubricated slider bearing☆10Updated 6 years ago
- Reduced-order Variational Mode Decomposition (RVMD)☆28Updated 7 months ago
- Data set for Wind Turbine High-Speed Bearing Prognosis example in Predictive Maintenance Toolbox☆53Updated 3 years ago
- A physics-informed neural network for battery SOH estimation☆306Updated 11 months ago
- State of Health (SoH) and Remaining Useful Life (RUL) prediction for Li-ion batteries based on Physics-Informed Neural Networks (PINN).☆239Updated last year
- ☆46Updated 2 years ago
- Implementation of a regression capsule network for use in li-ion battery RUL☆10Updated 2 years ago
- Deep LSTM for highly nonlinear system modeling☆56Updated 6 years ago