using WGAN to generate fault bearing vibration signals
☆52May 16, 2018Updated 7 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 7 months ago
- Transfer learning☆62Aug 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
- 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.
- 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
- CNN applied to bearing signals for analysis☆91Nov 27, 2019Updated 6 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
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆27Nov 11, 2019Updated 6 years ago
- Matlab Predictive Maintenance Toolbox Introduction☆11Dec 7, 2022Updated 3 years ago
- 1D-CNN Vibration Signal Bearing Fault Diagnosis☆67Feb 25, 2024Updated 2 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.
- for my thesis work☆18May 1, 2021Updated 4 years ago
- Analysis of CWRU Bearing Data Set and Development of WeChat Mini Program Interface☆58Mar 23, 2022Updated 4 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 …☆152Feb 28, 2025Updated last year
- Sources codes of the paper titled "Robust Enhanced Trend Filtering with Unknown Noise".☆18Nov 10, 2020Updated 5 years ago
- ☆26Nov 21, 2022Updated 3 years ago
- wdcnn model for bearing fault diagnosis☆35Jan 18, 2020Updated 6 years ago
- ☆182Sep 28, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 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 5 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"☆60Jun 11, 2021Updated 4 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☆40Oct 16, 2017Updated 8 years ago
- Implementation of MAML and Reptile algorithms with a JS demo on the sine regression toy experiment☆15May 1, 2021Updated 4 years ago
- The code of Joint Learning CNN for Vibration Signal Denoising and Bearing Fault Diagnosis under Unknown Noise Condition.☆27Dec 7, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A python toolkit for bearing fault detection using deep learning☆21Oct 14, 2025Updated 6 months ago
- ☆11Mar 10, 2019Updated 7 years ago
- 基于无监督和迁移学习的旋转机械故障诊断☆33Jan 12, 2020Updated 6 years ago
- Abdulhamid97Mousa / Bearing-Fault-Diagnosis-Method-Based-on-Spectrum-Map-Information-Fusion-and-CNNsReproduce Published Article "Bearing Fault Diagnosis Method Based on Spectrum Map Information Fusion and Convolutional Neural Network""☆25Nov 20, 2022Updated 3 years ago
- ☆10Jul 13, 2019Updated 6 years ago
- Source codes for paper "Enhanced sparse period-group lasso for bearing fault diagnosis"☆18Feb 27, 2020Updated 6 years ago
- ☆22Jul 1, 2019Updated 6 years ago