Implement GANs to generate time-series signals for imbalanced learning problem. The experiments are conducted using CWRU bearing data.
☆88Nov 18, 2021Updated 4 years ago
Alternatives and similar repositories for vibration_gan
Users that are interested in vibration_gan are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- New GAN models in dataset of CWRU☆46Mar 19, 2022Updated 4 years ago
- using WGAN to generate fault bearing vibration signals☆50May 16, 2018Updated 8 years ago
- for my thesis work☆19May 1, 2021Updated 5 years ago
- Package for preprocessing CWRU Bearing dataset☆15Mar 10, 2025Updated last year
- Chiller Fault Diagnosis based on VAE Enabled Generative Adversarial Networks☆48Jul 22, 2020Updated 6 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆60Apr 14, 2022Updated 4 years ago
- Experiments performed to analyse the CNN on the CWRU data set.☆14Aug 15, 2020Updated 6 years ago
- MATLAB toolbox for simulating the lateral dynamics of rotating machines.☆55Oct 26, 2023Updated 3 years ago
- implementation of several GANs with pytorch☆176Apr 28, 2022Updated 4 years ago
- CNN Fault Diagnosis on CWRU Dataset via Wavelet Filtering☆14Jan 17, 2023Updated 3 years ago
- ☆122Sep 11, 2019Updated 7 years ago
- CNN and LSTM have been trained on CWRU Bearing Dataset and results tested on Simulink Data☆21Oct 5, 2024Updated 2 years ago
- Fault Diagnosis of Interturn short circuit of Permanent Magnet Synchronous Motor based on Depth Learning☆20Sep 13, 2018Updated 8 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆782Nov 20, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Multiclass classification of vibration signals of faulty bearings☆108Jun 20, 2019Updated 7 years ago
- ☆12May 25, 2023Updated 3 years ago
- wdcnn轴承故障模型☆392Jun 6, 2018Updated 8 years ago
- improved by ACWGAN-gp☆10Feb 18, 2020Updated 6 years ago
- 1D CNN for CWRU rolling bearings dataset☆51Jul 19, 2018Updated 8 years ago
- Analysis of CWRU Bearing Data Set and Development of WeChat Mini Program Interface☆60Mar 23, 2022Updated 4 years ago
- Source codes for paper "A weighted multi-scale dictionary learning model and its applications on bearing fault diagnosis"☆45Feb 27, 2020Updated 6 years ago
- ☆33Feb 2, 2022Updated 4 years ago
- ☆34Aug 24, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This is a project for mechanical fault detection. The reason why it is called cute little bird may be because the eyesight of birds is pa…☆15Feb 2, 2024Updated 2 years ago
- Automatically download the cwru data set, and then divide it into training data set and test data set.自动下载cwru数据集,然后分训练数据集和测试数据集☆10Apr 28, 2022Updated 4 years ago
- PyTorch-1D-ACGAN for data generation. It can also work as classfier☆21May 4, 2021Updated 5 years ago
- ☆26Jan 9, 2026Updated 9 months ago
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆549Mar 1, 2022Updated 4 years ago
- Try to realize the algorithm "support tensor machine"☆12May 9, 2022Updated 4 years ago
- Sources codes of the paper titled "Robust Enhanced Trend Filtering with Unknown Noise".☆18Nov 10, 2020Updated 5 years ago
- A transfer learning fault diagnosis repository covering popular algorithms☆374Aug 6, 2024Updated 2 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆395Oct 10, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Masters Thesis: Hybrid Approach to planetary gearbox prognostics (University of Pretoria, South-Africa, CAIM)☆11Dec 11, 2020Updated 5 years ago
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆609Oct 10, 2024Updated 2 years ago
- imbalanced fault diagnosis☆14Aug 12, 2020Updated 6 years ago
- The adaptively parametric ReLU is an activation function that performs non-identically for input samples.☆16Jun 5, 2020Updated 6 years ago
- This code repository is the official code repository of paper "Spatiotemporal-Conditional Information Fusion Classifier-Free Guidance Rec…☆13Nov 21, 2025Updated 11 months ago
- ☆13Oct 20, 2026Updated 2 weeks ago
- Bearing Fault Detection and Classification Based on Temporal Convolutions and LSTM Network in Induction Machine Systems☆23Nov 9, 2024Updated last year