This repository contains Python code for analyzing and processing the Case Western Reserve University Bearing Dataset. The code includes functionalities for loading, filtering, and classifying bearing vibration data to facilitate fault diagnosis in rotating machinery. Key features include data extraction, fault classification, and preprocessing.
☆21Jul 17, 2024Updated 2 years ago
Alternatives and similar repositories for CWRU_BearingDataset
Users that are interested in CWRU_BearingDataset are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A machine learning project for classifying bearing faults using the CWRU dataset, with models built using Python and various ML technique…☆17Jul 7, 2025Updated last year
- This repository contains the implementation of the model for bearing fault diagnosis,also includes five comparison models for performance…☆27Mar 7, 2025Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆35Oct 19, 2023Updated 2 years ago
- FD-MVLLM: Fault Diagnosis Based on Multimodal Vibration Data and Large Language Model for Bearing☆83Jan 21, 2026Updated 6 months ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆107Feb 14, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery☆10Oct 19, 2023Updated 2 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆43Mar 27, 2023Updated 3 years ago
- Case Western Reserve University Bearing Fault Dataset☆53Feb 17, 2021Updated 5 years ago
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆35Sep 26, 2023Updated 2 years ago
- Structural Analysis tool for Fault Diagnosis☆10Oct 26, 2023Updated 2 years ago
- ☆11Feb 6, 2021Updated 5 years ago
- This is a project for mechanical fault detection. The reason why it is called cute little bird may be because the eyesight of birds is pa…☆15Feb 2, 2024Updated 2 years ago
- The implementation of ACGAN-FG for zero-shot fault diagnosis (Ongoing update)☆18Jun 27, 2025Updated last year
- This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Distance Metric…☆12Mar 2, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 天池全国社会保险大数据应用+精准社保/天池精准社保第一赛季☆10Oct 14, 2017Updated 8 years ago
- Bearing Fault Diagnosis By CNN、LSTM+CNN、GRU+CNN、SelfAttention+CNN☆51Nov 29, 2024Updated last year
- This repo is for the paper "Uncertainty Estimation for Sound Source Localization".☆15Mar 13, 2025Updated last year
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆16Mar 25, 2024Updated 2 years ago
- Time Series Forecasting with Temporal Fusion Transformer in Pytorch☆12Dec 8, 2021Updated 4 years ago
- Bearing_Fault_Diagnosis☆12Jul 1, 2025Updated last year
- ☆17Updated this week
- ☆10Jul 13, 2019Updated 7 years ago
- It comes from eight universities, Case Western Reserve University(CWRU), Beijing University of Aeronautics and Astronautics(BUAA), Southe…☆25Mar 13, 2020Updated 6 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.
- This is our implemented source code for the paper "A Bearing Fault Diagnosis Framework Based on Few-Shot Learning with Distribution Consi…☆17Jan 7, 2025Updated last year
- Python code for TCTL method☆13Jun 22, 2024Updated 2 years ago
- Transformer-based Conditional Generative Adversarial Network for Multivariate Time Series Generation (IWTA - PAKDD2023)☆12May 1, 2023Updated 3 years ago
- DNN based binaural sound localization model, using GCC-PHAT as features☆22Jun 13, 2023Updated 3 years ago
- Physics Informed Neural Network for Time Series Forecasting☆13Jun 1, 2023Updated 3 years ago
- 通过单层圆形麦克风阵列采集音频,实现MUSIC算法的声源定位。☆23Mar 16, 2023Updated 3 years ago
- Deep learning models for classifying ECG time series☆13Jul 28, 2022Updated 4 years ago
- Official implementation of "sound distance estimation" WASPAA 23☆20Dec 31, 2023Updated 2 years ago
- Multiscale reduction clustering of vibration signals for unsupervised diagnosis of machine faults☆17Nov 27, 2024Updated 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.
- ☆17Aug 9, 2023Updated 2 years ago
- 麦克风阵列声源定位相关算法☆21May 20, 2021Updated 5 years ago
- 轴承故障诊断迁移学习网页☆22Jun 11, 2025Updated last year
- 机器学习背景下旋转机械振动信号故障诊断是否需要信号预处理——使用CWRU数据的一次尝试 Whether signal preprocessing is needed for fault diagnosis of rotating machinery vibration s…☆28Feb 26, 2024Updated 2 years ago
- Induction motor parameter estimation tool☆23Dec 2, 2017Updated 8 years ago
- Python Functions used in the paper: "From point forecasts to multivariate probabilistic forecasts: The Schaake shuffle for day-ahead elec…☆16Feb 10, 2025Updated last year
- This repository currently provides common and public avaiable bearing vibration datasets, including downloading, preprocessing and loadin…☆26Feb 6, 2023Updated 3 years ago