XiongMeijing / CWRU-1
Multiclass classification of vibration signals of faulty bearings
☆82Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for CWRU-1
- This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.☆88Updated last year
- ☆94Updated 5 years ago
- Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).☆138Updated last year
- ☆38Updated 2 years ago
- Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute☆126Updated 4 years ago
- Implement GANs to generate time-series signals for imbalanced learning problem. The experiments are conducted using CWRU bearing data.☆74Updated 3 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆129Updated 7 months ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆132Updated 3 years ago
- Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings…☆62Updated 6 months ago
- The code of DAST☆52Updated 2 years ago
- ☆48Updated 10 months ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆97Updated 10 months ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆88Updated 5 years ago
- ☆79Updated 2 months ago
- zggg1p / A-Domain-Adaption-Transfer-Learning-Bearing-Fault-Diagnosis-Model-Based-on-Wide-Convolution-Deep-NeuInspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆108Updated 5 months ago
- Remain useful life prediction of rolling bearing.☆47Updated 4 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆64Updated 6 months ago
- A transfer learning fault diagnosis repository covering popular algorithms☆181Updated 3 months ago
- N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)☆77Updated last year
- ☆48Updated 2 years ago
- New GAN models in dataset of CWRU☆36Updated 2 years ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆91Updated 6 months ago
- A few shot learning repository for bearing fault diagnosis.☆64Updated last year
- This is the code for WaveletKernelNet.☆107Updated last month
- A python library to create vibration signal for bearing defects.☆21Updated 2 years ago
- This is a dataset of inter-shaft bearing based on the vibration signal of rotors and casings, which comes from a aero-engine test with in…☆67Updated 7 months ago
- ☆62Updated 3 years ago
- Siamese network for bearing fault diagnosis☆84Updated 4 years ago
- ☆92Updated 2 years ago
- 1DCNN Fault Detection（1DCNN的轴承故障诊断）☆132Updated 2 years ago