利用西储大学开源的轴承故障数据,开发简单的人工神经网络,以实现对轴承故障的检测及识别。
☆59Dec 4, 2020Updated 5 years ago
Alternatives and similar repositories for Bearing_Fault_recognition
Users that are interested in Bearing_Fault_recognition are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 轴承故障检测 训练赛第30名代码☆143May 14, 2019Updated 7 years ago
- 西储大学轴承数据集故障诊断的仿真平台☆136Oct 9, 2023Updated 2 years ago
- [深度应用]·DC竞赛轴承故障检测开源Baseline(基于Keras1D卷积 val_acc:0.99780)☆208Nov 1, 2019Updated 6 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
- ☆12Aug 17, 2020Updated 5 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.
- ☆14May 26, 2022Updated 4 years ago
- ☆219Oct 19, 2019Updated 6 years ago
- 使用TensorFlow建立简单的轴承故障诊断模型☆106Mar 3, 2018Updated 8 years ago
- 传感器故障检测,多输入输出神经网络模型☆12Mar 9, 2021Updated 5 years ago
- deep learning methods for bearing fault diagnosis☆13Mar 6, 2019Updated 7 years ago
- ☆110Mar 26, 2023Updated 3 years ago
- 基于迁移学习的离心泵滚动轴承故障自动识别方法研究☆20May 29, 2020Updated 6 years ago
- Fault detection based on deep learning (CWRU Dataset)☆35Dec 26, 2022Updated 3 years ago
- Code to go with the paper "A novel deep learning model for the detection and identification of rolling element bearing faults"☆61Jun 11, 2021Updated 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.
- 1DCNN Fault Detection(1DCNN的轴承故障诊断)☆208Apr 21, 2022Updated 4 years ago
- A few shot learning repository for bearing fault diagnosis.☆112Aug 3, 2023Updated 2 years ago
- 基于故障诊断知识图谱的问答系统☆24Jan 20, 2022Updated 4 years ago
- 这是一个首层卷积为宽卷积的深度神经网络Deep Convolutional Neural Networks with Wide First-layer Kernels (WDCNN)的实现,该模型具有优越的抗噪能力,可用于轴承的智能故障诊断。☆60Mar 26, 2023Updated 3 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆48May 30, 2022Updated 3 years ago
- ☆14Jan 25, 2025Updated last year
- 基于深度学习的滚动轴承故障诊断方法☆223May 4, 2019Updated 7 years ago
- wdcnn轴承故障模型☆396Jun 6, 2018Updated 7 years ago
- Measured the size of the industrial products with sub-pixel accuracy☆18Aug 22, 2018Updated 7 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.
- Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆153Feb 28, 2025Updated last year
- Vibrational Analysis for CWRU Bearing Dataset☆36Nov 28, 2022Updated 3 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆382Oct 10, 2022Updated 3 years ago
- ☆16Oct 3, 2021Updated 4 years ago
- Methods for generating synthetic minority data for multivariate temporal data to improve classification accuracy.☆14Dec 8, 2022Updated 3 years ago
- A python program to build ResNet-1D model and DRSN-1D model in keras environment.☆11Mar 29, 2023Updated 3 years ago
- 基于迁移学习DANN模型,对不同工况轴承进行故障诊断☆61Jun 8, 2021Updated 4 years ago
- Transfer learning☆62Aug 13, 2021Updated 4 years ago
- ☆15Aug 24, 2024Updated last year
- 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.
- 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
- This implements a linear SVM using fully-connected layer and hinge loss using PyTorch.☆10Jan 2, 2025Updated last year
- Analysis of CWRU Bearing Data Set and Development of WeChat Mini Program Interface☆58Mar 23, 2022Updated 4 years ago
- ☆14Aug 17, 2023Updated 2 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆763Nov 20, 2021Updated 4 years ago
- 基于可变形卷积和注意力机制的滚动轴承故障诊断☆51Jan 22, 2021Updated 5 years ago
- PhD research-related software on fault diagnosis☆13Apr 7, 2019Updated 7 years ago