BaratiLab / ManufacturingNet
This is the repository for the ManufacturingNet project.
☆12Updated 9 months ago
Alternatives and similar repositories for ManufacturingNet:
Users that are interested in ManufacturingNet are comparing it to the libraries listed below
- Multiclass bearing fault classification using features learned by a deep neural network.☆32Updated 2 years ago
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆16Updated 5 years ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆11Updated 3 years ago
- ☆14Updated 9 months ago
- TE data diagnosis using pytorch☆20Updated 5 years ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆24Updated 2 years ago
- Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks☆97Updated 2 years ago
- Chemical Process Fault Detection Using Long Short-Term Memory Recurrent Neural Network.☆33Updated 6 months ago
- The relevant codes and more comparison results of "Physics-informed machine learning for tool wear monitoring".☆13Updated 3 years ago
- Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Trans…☆22Updated last year
- ☆62Updated 4 years ago
- Matlab simulation of a hydrodynamically lubricated slider bearing☆10Updated 6 years ago
- MATLAB toolbox for simulating the lateral dynamics of rotating machines.☆40Updated last year
- : Faulty and healthy gear box Data sets need to be analyzed in detail. Here, we created this dataset for those who do research in wind tu…☆43Updated 6 years ago
- ☆21Updated last year
- ☆92Updated 4 years ago
- The code of Joint Learning CNN for Vibration Signal Denoising and Bearing Fault Diagnosis under Unknown Noise Condition.☆21Updated 4 years ago
- ☆23Updated 2 years ago
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆14Updated 10 months ago
- Data set for Rolling Element Bearing Fault Diagnosis example in Predictive Maintenance Toolbox☆37Updated 2 years ago
- Data set for Wind Turbine High-Speed Bearing Prognosis example in Predictive Maintenance Toolbox☆49Updated 3 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆17Updated 4 years ago
- Official implementation of https://arxiv.org/abs/1911.06256. Bayesian and frequentist deep learning models for remaining useful life (RUL…☆20Updated 5 years ago
- A python library to create vibration signal for bearing defects.☆22Updated 3 years ago
- ☆15Updated 5 years ago
- A fast fault diagnosis method for rolling bearings, based on extreme learning machine (ELM) and logistic mapping.☆20Updated 3 years ago
- Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance ev…☆24Updated last year
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆19Updated 2 years ago
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆24Updated 5 years ago
- Code and data for our paper on IEEE-TIE: Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis☆38Updated 2 years ago