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
- Chiller Fault Diagnosis based on VAE Enabled Generative Adversarial Networks☆46Jul 22, 2020Updated 6 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆60Apr 14, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Experiments performed to analyse the CNN on the CWRU data set.☆14Aug 15, 2020Updated 6 years ago
- implementation of several GANs with pytorch☆173Apr 28, 2022Updated 4 years ago
- CNN Fault Diagnosis on CWRU Dataset via Wavelet Filtering☆14Jan 17, 2023Updated 3 years ago
- Fault Diagnosis of Interturn short circuit of Permanent Magnet Synchronous Motor based on Depth Learning☆20Sep 13, 2018Updated 7 years ago
- Multiclass classification of vibration signals of faulty bearings☆106Jun 20, 2019Updated 7 years ago
- MATLAB toolbox for simulating the lateral dynamics of rotating machines.☆55Oct 26, 2023Updated 2 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆775Nov 20, 2021Updated 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
- improved by ACWGAN-gp☆10Feb 18, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆34Aug 24, 2023Updated 3 years ago
- Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN,…☆232Aug 20, 2022Updated 4 years ago
- ☆33Feb 2, 2022Updated 4 years ago
- PyTorch-1D-ACGAN for data generation. It can also work as classfier☆21May 4, 2021Updated 5 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
- Try to realize the algorithm "support tensor machine"☆12May 9, 2022Updated 4 years ago
- wdcnn轴承故障模型☆393Jun 6, 2018Updated 8 years ago
- Analysis of CWRU Bearing Data Set and Development of WeChat Mini Program Interface☆59Mar 23, 2022Updated 4 years ago
- ☆23Jan 21, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- CNN and LSTM have been trained on CWRU Bearing Dataset and results tested on Simulink Data☆20Oct 5, 2024Updated last year
- to prediction the remain useful life of bearing based on 2012 PHM data☆327Jan 17, 2021Updated 5 years ago
- imbalanced fault diagnosis☆14Aug 12, 2020Updated 6 years ago
- Bearing Fault Detection and Classification Based on Temporal Convolutions and LSTM Network in Induction Machine Systems☆23Nov 9, 2024Updated last year
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆391Oct 10, 2022Updated 3 years ago
- The adaptively parametric ReLU is an activation function that performs non-identically for input samples.☆16Jun 5, 2020Updated 6 years ago
- This is the code for WaveletKernelNet.☆145Oct 10, 2024Updated last year
- ☆13Jul 22, 2021Updated 5 years ago
- A fast fault diagnosis method for rolling bearings, based on extreme learning machine (ELM) and logistic mapping.☆27Feb 4, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Masters Thesis: Hybrid Approach to planetary gearbox prognostics (University of Pretoria, South-Africa, CAIM)☆11Dec 11, 2020Updated 5 years ago
- ☆123Sep 11, 2019Updated 6 years ago
- Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection☆18Oct 12, 2020Updated 5 years ago
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆543Mar 1, 2022Updated 4 years ago
- Matlab Predictive Maintenance Toolbox Introduction☆11Dec 7, 2022Updated 3 years ago
- The features of nonlinearity and non-stationarity in real systems are often difficult to be extracted. This paper focuses on developing a…☆24Dec 24, 2023Updated 2 years ago
- ☆186Sep 28, 2021Updated 4 years ago