XiongMeijing / CWRU-1View external linksLinks
Multiclass classification of vibration signals of faulty bearings
☆101Jun 20, 2019Updated 6 years ago
Alternatives and similar repositories for CWRU-1
Users that are interested in CWRU-1 are comparing it to the libraries listed below
Sorting:
- Multiclass classification of vibration signals of faulty bearings☆25Jul 15, 2019Updated 6 years ago
- New GAN models in dataset of CWRU☆45Mar 19, 2022Updated 3 years ago
- Vibrational Analysis for CWRU Bearing Dataset☆33Nov 28, 2022Updated 3 years ago
- ☆33Feb 2, 2022Updated 4 years ago
- Experiments performed to analyse the CNN on the CWRU data set.☆14Aug 15, 2020Updated 5 years ago
- Machine Learning Based Unbalance Detection of a Rotating Shaft Using Vibration Data☆44Aug 5, 2022Updated 3 years ago
- Collect Case Western Reserve University Bearing Data in python 3☆11Apr 14, 2020Updated 5 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆371Oct 10, 2022Updated 3 years ago
- Package for preprocessing Paderborn Bearing dataset☆12Jul 9, 2025Updated 7 months ago
- Package for preprocessing CWRU Bearing dataset☆15Mar 10, 2025Updated 11 months ago
- Multiclass bearing fault classification using features learned by a deep neural network.☆36Mar 19, 2022Updated 3 years ago
- This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.☆96Jan 5, 2025Updated last year
- Improving on NASA's work with induction motor bearing fault detection using RNN-powered smart sensors.☆31Aug 26, 2019Updated 6 years ago
- 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
- ☆296Jan 17, 2018Updated 8 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆741Nov 20, 2021Updated 4 years ago
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆521Mar 1, 2022Updated 3 years ago
- Analysis of CWRU Bearing Data Set and Development of WeChat Mini Program Interface☆58Mar 23, 2022Updated 3 years ago
- 1D CNN for CWRU rolling bearings dataset☆47Jul 19, 2018Updated 7 years ago
- [SIGMOD 2022] Python code for "Dimension-wise Class Activation Map for Multivariate Time Series Classification"☆19Oct 8, 2025Updated 4 months ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆1,139May 29, 2025Updated 8 months ago
- Analyze vibration/shock signal using python spicy, bumpy and python☆49Jul 26, 2016Updated 9 years ago
- Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).☆169Mar 17, 2023Updated 2 years ago
- Fault detection based on deep learning (CWRU Dataset)☆35Dec 26, 2022Updated 3 years ago
- CNN Fault Diagnosis on CWRU Dataset via Wavelet Filtering☆14Jan 17, 2023Updated 3 years ago
- Siamese network for bearing fault diagnosis☆93Jan 18, 2020Updated 6 years ago
- This is the repository for the ManufacturingNet project.☆12May 30, 2024Updated last year
- Failure Mode Classification from the NASA/IMS Bearing Dataset☆44Jan 3, 2023Updated 3 years ago
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆540Oct 10, 2024Updated last year
- Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction☆476Mar 24, 2021Updated 4 years ago
- ☆42Jan 29, 2022Updated 4 years ago
- CNN for mechanical fault diagnosis☆333Apr 24, 2018Updated 7 years ago
- Matlab code of BMEMD (Bidimensional Multivariate Empirical Mode Decomposition).☆17Aug 29, 2019Updated 6 years ago
- ☆22Sep 9, 2020Updated 5 years ago
- A deep learning framework for fault diagnositcs with PyTorch☆50Jul 30, 2020Updated 5 years ago
- The code for http://arxiv.org/abs/2110.02498☆19Mar 9, 2023Updated 2 years ago
- The dataset contains the three-phase current signals measured from a squirrel-cage induction motor. The experimental tests were carried o…☆12Jul 21, 2025Updated 6 months ago
- A transfer learning fault diagnosis repository covering popular algorithms☆336Aug 6, 2024Updated last year
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆23Apr 28, 2023Updated 2 years ago