This repository currently provides common and public avaiable bearing vibration datasets, including downloading, preprocessing and loading.
☆26Feb 6, 2023Updated 3 years ago
Alternatives and similar repositories for Bearing-fault-diagnosis-datasets
Users that are interested in Bearing-fault-diagnosis-datasets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MATLAB codes for "Frequency Estimation of Vibration Signals: A Subspace Approach for Bearing Fault Diagnosis"☆31Jan 5, 2025Updated last year
- ☆13Jun 14, 2022Updated 4 years ago
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆25Updated this week
- Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant…☆19Sep 11, 2023Updated 2 years ago
- Code for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆26Jan 14, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Cyclostationary analysis in angular domain for bearing fault identification☆13Jun 29, 2022Updated 4 years ago
- ☆26Jun 8, 2022Updated 4 years ago
- MATLAB codes for "Sparse Bayesian learning approach for compound bearing fault diagnosis"☆17May 19, 2023Updated 3 years ago
- Bearing Fault Diagnosis By CNN、LSTM+CNN、GRU+CNN、SelfAttention+CNN☆51Nov 29, 2024Updated last year
- Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis☆37Sep 30, 2025Updated 10 months ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆46Oct 31, 2022Updated 3 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
- 迁移学习(故障诊断)上的一点探索☆14Mar 23, 2021Updated 5 years ago
- This repository contains the implementation of the model for bearing fault diagnosis,also includes five comparison models for performance…☆27Mar 7, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Siamese-based ConviMixer combined with few-shot learning for classification under limited data☆29Feb 17, 2024Updated 2 years ago
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆23Oct 10, 2025Updated 10 months ago
- 轴承故障诊断迁移学习网页☆23Jun 11, 2025Updated last year
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆12Apr 13, 2024Updated 2 years ago
- [CAEE 2024] SC-MambaFew: Few-shot learning based on Mamba and selective spatial-channel attention for bearing fault diagnosis☆68May 28, 2026Updated 2 months ago
- Benchmark code for optimizers of bearing fault diagnosis. This code provides moduled features of data download, preprocessing, training, …☆49Sep 5, 2023Updated 2 years ago
- ☆15Jan 25, 2025Updated last year
- Use Paderborn data and HIilbert theory to diagnosis the fault of rolling bear with MATLAB.☆22Jun 10, 2025Updated last year
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Mar 28, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" (MLDSO) which p…☆41Dec 12, 2024Updated last year
- Learning Imbalanced Datasets With Maximum Margin Losss☆11Jun 17, 2023Updated 3 years ago
- SQ dataset for fault diagnosis pulished by Xi'an jiaotong University☆17Oct 10, 2022Updated 3 years ago
- Wide Kernel Time-Frequency Fusion (WTFF)--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆46Dec 9, 2022Updated 3 years ago
- This reposotory release a bearing failure dataset, which can support intelliegnt fault diagnosis research(实验室自采轴承开源数据集,包含稳定转速和时变转速)☆119Mar 21, 2026Updated 4 months ago
- FDS-MOMEDA: Optimization-Blind Deconvolution in Finite High-Dimensional Spaces for Extracting Pulse Signal in Rolling Bearing Fault Diagn…☆10May 29, 2024Updated 2 years ago
- Bearing Fault Detection and Classification Based on Temporal Convolutions and LSTM Network in Induction Machine Systems☆24Nov 9, 2024Updated last year
- imbalanced fault diagnosis☆14Aug 12, 2020Updated 6 years ago
- 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.
- SDUST dataset for fault diagnosis pulished by Shandong University of Science and Technology☆47Oct 15, 2024Updated last year
- 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
- This project attempts to identify nine different faults and the healthy condition based on vibrational dataset of bearings. For this purp…☆13Aug 31, 2022Updated 3 years ago
- 1 提出了一种新的相似度损失(SimL),用于增大类间差异同时减小类内差异;2 SimL+CE优化CNN;3 基于电信号诊断轴承故障☆14Jun 4, 2024Updated 2 years ago
- This is an implementation of “Domain Adaptation for Fault Diagnosis on CWRU Dataset"☆15Oct 15, 2021Updated 4 years ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- Condition Based Maintenance Fault Database for Testing of Diagnostic and Prognostics Algorithms☆19Nov 26, 2024Updated last year