using WGAN to generate fault bearing vibration signals
☆50May 16, 2018Updated 8 years ago
Alternatives and similar repositories for GAN-1D
Users that are interested in GAN-1D are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- Fault Diagnosis of Interturn short circuit of Permanent Magnet Synchronous Motor based on Depth Learning☆20Sep 13, 2018Updated 7 years ago
- ☆13Aug 28, 2025Updated 10 months ago
- Transfer learning☆64Aug 13, 2021Updated 4 years ago
- 轴承有3种故障：外圈故障，内圈故障，滚珠故障，外加正常的工作状态。如表1所示，结合轴承的3种直径（直径1,直径2,直径3），轴承的工作状态有10类☆35Apr 5, 2019Updated 7 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 基于CNN、特征螺旋排列、奇异值分解、Hankel矩阵的故障诊断方法☆10Oct 16, 2019Updated 6 years ago
- deep learning methods for bearing fault diagnosis☆13Mar 6, 2019Updated 7 years ago
- imbalanced fault diagnosis☆14Aug 12, 2020Updated 5 years ago
- implementation of several GANs with pytorch☆173Apr 28, 2022Updated 4 years ago
- Chiller Fault Diagnosis based on VAE Enabled Generative Adversarial Networks☆46Jul 22, 2020Updated 5 years ago
- Condition Based Maintenance Fault Database for Testing of Diagnostic and Prognostics Algorithms☆19Nov 26, 2024Updated last year
- 用CGAN训练时频域特征生成特征样本，数据集非图片数据集，用到了dataset自定义的数据集。☆12Apr 30, 2022Updated 4 years ago
- This is a repository of code and experiment data for paper <A probability confidence CNN model and its application in mechanical fault di…☆10May 7, 2021Updated 5 years ago
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆27Nov 11, 2019Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Matlab Predictive Maintenance Toolbox Introduction☆11Dec 7, 2022Updated 3 years ago
- Analysis of CWRU Bearing Data Set and Development of WeChat Mini Program Interface☆58Mar 23, 2022Updated 4 years ago
- for my thesis work☆18May 1, 2021Updated 5 years ago
- GANs for generating EMG signals☆88Apr 21, 2020Updated 6 years ago
- ☆10Apr 14, 2019Updated 7 years ago
- Siamese network for bearing fault diagnosis☆95Jan 18, 2020Updated 6 years ago
- Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆154Feb 28, 2025Updated last year
- ☆26Nov 21, 2022Updated 3 years ago
- wdcnn model for bearing fault diagnosis☆36Jan 18, 2020Updated 6 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.
- ☆184Sep 28, 2021Updated 4 years ago
- 论文《基于机理模型的旋转机械领域自适应故障诊断》验证案例的代码和数据☆10Jan 5, 2021Updated 5 years ago
- Using GAN to regeneration signal similar to the original signal ,like some application in Image Generation☆32Jan 23, 2018Updated 8 years ago
- With the advent of Industry 4.0, manufacturing industries are competing to adopt intelligent machining systems into their processes to ge…☆13May 22, 2020Updated 6 years ago
- This repository is for the subject "direct research in computer science B" from the university of Tsukuba☆29Aug 11, 2019Updated 6 years ago
- Code to go with the paper "A novel deep learning model for the detection and identification of rolling element bearing faults"☆63Jun 11, 2021Updated 5 years ago
- Fault Diagnosis with Machine Learning Methods, the dissertation project of my MSc Data Science degree at King's College London☆11Aug 30, 2019Updated 6 years ago
- try out bearing fault diagnosis with semi-supervised vae☆41Oct 16, 2017Updated 8 years ago
- Implementation of MAML and Reptile algorithms with a JS demo on the sine regression toy experiment☆16May 1, 2021Updated 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.
- The code of Joint Learning CNN for Vibration Signal Denoising and Bearing Fault Diagnosis under Unknown Noise Condition.☆27Dec 7, 2020Updated 5 years ago
- A python toolkit for bearing fault detection using deep learning☆22Oct 14, 2025Updated 8 months ago
- Experiments performed to analyse the CNN on the CWRU data set.☆14Aug 15, 2020Updated 5 years ago
- ☆10Jul 13, 2019Updated 6 years ago
- ☆41May 13, 2022Updated 4 years ago
- Source codes for paper "Enhanced sparse period-group lasso for bearing fault diagnosis"☆18Feb 27, 2020Updated 6 years ago
- domain adaption with LSGAN for bearing fault diagnosis☆81Sep 4, 2018Updated 7 years ago