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☆52May 16, 2018Updated 7 years ago
- for my thesis work☆18May 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☆46Jul 22, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Experiments performed to analyse the CNN on the CWRU data set.☆14Aug 15, 2020Updated 5 years ago
- implementation of several GANs with pytorch☆169Apr 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☆103Jun 20, 2019Updated 6 years ago
- CNN and LSTM have been trained on CWRU Bearing Dataset and results tested on Simulink Data☆18Oct 5, 2024Updated last year
- ☆35Aug 24, 2023Updated 2 years ago
- MATLAB toolbox for simulating the lateral dynamics of rotating machines.☆52Oct 26, 2023Updated 2 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
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- improved by ACWGAN-gp☆10Feb 18, 2020Updated 6 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
- wdcnn轴承故障模型☆396Jun 6, 2018Updated 7 years ago
- Analysis of CWRU Bearing Data Set and Development of WeChat Mini Program Interface☆58Mar 23, 2022Updated 4 years ago
- Try to realize the algorithm "support tensor machine"☆12May 9, 2022Updated 4 years ago
- ☆33Feb 2, 2022Updated 4 years ago
- Case Western Reserve University Bearing Fault Dataset☆44Feb 17, 2021Updated 5 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆321Jan 17, 2021Updated 5 years ago
- imbalanced fault diagnosis☆14Aug 12, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This is the code for WaveletKernelNet.☆145Oct 10, 2024Updated last year
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆381Oct 10, 2022Updated 3 years ago
- The adaptively parametric ReLU is an activation function that performs non-identically for input samples.☆16Jun 5, 2020Updated 5 years ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆102Feb 14, 2025Updated last year
- Masters Thesis: Hybrid Approach to planetary gearbox prognostics (University of Pretoria, South-Africa, CAIM)☆10Dec 11, 2020Updated 5 years ago
- Matlab Predictive Maintenance Toolbox Introduction☆11Dec 7, 2022Updated 3 years ago
- Bearing Fault Detection and Classification Based on Temporal Convolutions and LSTM Network in Induction Machine Systems☆23Nov 9, 2024Updated last year
- ☆183Sep 28, 2021Updated 4 years ago
- PyTorch-1D-ACGAN for data generation. It can also work as classfier☆21May 4, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆47Apr 25, 2022Updated 4 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
- Multiclass classification of vibration signals of faulty bearings☆27Jul 15, 2019Updated 6 years ago
- ☆13Aug 28, 2025Updated 8 months ago
- This framework implements key experiments on the sparse double descent phenomenon (ICML 2022).☆15Dec 13, 2022Updated 3 years ago
- Wavelet Neural Network☆13Dec 3, 2018Updated 7 years ago
- ☆219Oct 19, 2019Updated 6 years ago