Multiclass classification of vibration signals of faulty bearings
☆103Jun 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- New GAN models in dataset of CWRU☆46Mar 19, 2022Updated 4 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
- Collect Case Western Reserve University Bearing Data in python 3☆11Apr 14, 2020Updated 6 years ago
- Package for preprocessing CWRU Bearing dataset☆15Mar 10, 2025Updated last year
- 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.
- 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
- in Python☆19Apr 16, 2026Updated 3 weeks ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆381Oct 10, 2022Updated 3 years ago
- Analysis of CWRU Bearing Data Set and Development of WeChat Mini Program Interface☆58Mar 23, 2022Updated 4 years ago
- Improving on NASA's work with induction motor bearing fault detection using RNN-powered smart sensors.☆31Aug 26, 2019Updated 6 years ago
- This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.☆97Jan 5, 2025Updated last year
- Package for preprocessing Paderborn Bearing dataset☆13Jul 9, 2025Updated 10 months 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Multiclass bearing fault classification using features learned by a deep neural network.☆37Mar 19, 2022Updated 4 years ago
- 1D CNN for CWRU rolling bearings dataset☆51Jul 19, 2018Updated 7 years ago
- Time Series Anomaly detection. The monitored signal is made-up of machinery vibration sensor measurements.☆19Dec 7, 2020Updated 5 years ago
- ☆304Jan 17, 2018Updated 8 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆759Nov 20, 2021Updated 4 years ago
- Applications of machine learning to vibration and sound analysis☆18Apr 18, 2017Updated 9 years ago
- Analyze vibration/shock signal using python spicy, bumpy and python☆50Jul 26, 2016Updated 9 years ago
- Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).☆175Mar 17, 2023Updated 3 years ago
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆530Mar 1, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Siamese network for bearing fault diagnosis☆95Jan 18, 2020Updated 6 years ago
- using WGAN to generate fault bearing vibration signals☆52May 16, 2018Updated 7 years ago
- Object Tracking with Kalman Filter☆11Mar 12, 2023Updated 3 years ago
- Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction☆484Mar 24, 2021Updated 5 years ago
- Train an autoencoser to detect anomaly from ECG5000 dataset.☆13Dec 4, 2020Updated 5 years ago
- CNN for mechanical fault diagnosis☆344Apr 24, 2018Updated 8 years ago
- remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, con…☆26Apr 6, 2021Updated 5 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆321Jan 17, 2021Updated 5 years ago
- Failure Mode Classification from the NASA/IMS Bearing Dataset☆44Jan 3, 2023Updated 3 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
- The adaptively parametric ReLU is an activation function that performs non-identically for input samples.☆16Jun 5, 2020Updated 5 years ago
- [SIGMOD 2022] Python code for "Dimension-wise Class Activation Map for Multivariate Time Series Classification"☆19Oct 8, 2025Updated 7 months ago
- ☆42Jan 29, 2022Updated 4 years ago
- Case Western Reserve University Bearing Fault Dataset☆44Feb 17, 2021Updated 5 years ago
- ☆31Nov 7, 2025Updated 6 months ago
- Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute☆158Jan 9, 2020Updated 6 years ago