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。
☆57Dec 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
Sorting:
- 西储大学轴承数据集故障诊断的仿真平台☆133Oct 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)☆205Nov 1, 2019Updated 6 years ago
- 毕设研究课题:根据轴承的振动序列数据来诊断轴承故障。☆134Apr 23, 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
- ☆12Aug 17, 2020Updated 5 years ago
- 使用TensorFlow建立简单的轴承故障诊断模型☆105Mar 3, 2018Updated 8 years ago
- deep learning methods for bearing fault diagnosis☆13Mar 6, 2019Updated 7 years ago
- ☆14May 26, 2022Updated 3 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
- 1DCNN Fault Detection(1DCNN的轴承故障诊断)☆200Apr 21, 2022Updated 3 years ago
- ☆109Mar 26, 2023Updated 2 years ago
- A few shot learning repository for bearing fault diagnosis.☆105Aug 3, 2023Updated 2 years ago
- CNN applied to bearing signals for analysis☆92Nov 27, 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
- ☆23Jul 30, 2022Updated 3 years ago
- Bearing fault diagnosis model based on MCNN-LSTM☆411Jul 20, 2023Updated 2 years ago
- Vibrational Analysis for CWRU Bearing Dataset☆33Nov 28, 2022Updated 3 years ago
- 基于深度学习的滚动轴承故障诊断方法☆220May 4, 2019Updated 6 years ago
- Fault detection based on deep learning (CWRU Dataset)☆35Dec 26, 2022Updated 3 years ago
- Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆149Feb 28, 2025Updated last year
- 宁波大学机器人创新协会的机器人驱动控制器程序☆15Apr 17, 2024Updated last year
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆40Jan 13, 2022Updated 4 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆373Oct 10, 2022Updated 3 years ago
- This repo provides source code for cross-domain machine fault diagnosis using an unsupervised domain adaptation approach (Feature Represe…☆39Dec 25, 2020Updated 5 years ago
- Service Robot Control Stack for GRASP LML Lab @ Penn☆10Nov 5, 2020Updated 5 years ago
- ☆11May 18, 2023Updated 2 years ago
- [IEEE TKDE 2024] Code of "Robust and Consistent Anchor Graph Learning for Multi-view Clustering"☆13Feb 28, 2024Updated 2 years ago
- wdcnn model for bearing fault diagnosis☆34Jan 18, 2020Updated 6 years ago
- compare training duration of CNN with CPU (i7 8550U) vs GPU (mx150) with CUDA depending on batch size☆12Mar 24, 2018Updated 7 years ago
- ☆15Dec 5, 2023Updated 2 years ago
- Implementation of GALS (GNSS-Augmented LiDAR SLAM)☆14Jul 5, 2022Updated 3 years ago
- simulation/RL - multi-agent car parking using reinforcement learning☆12Aug 4, 2024Updated last year
- 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
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆46May 30, 2022Updated 3 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆749Nov 20, 2021Updated 4 years ago
- Bearing fault diagnosis is important in condition monitoring of any rotating machine. Early fault detection in machinery can save million…☆105Jul 14, 2020Updated 5 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 4 years ago
- ☆11Jan 25, 2021Updated 5 years ago
- Generalizable Stable Points Segmentation for 3D LiDAR Scan-to-Map Long-Term Localization☆17Jun 3, 2024Updated last year