Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance evaluation
☆34Nov 1, 2025Updated 4 months ago
Alternatives and similar repositories for SQ-dataset-with-variable-speed-for-fault-diagnosis
Users that are interested in SQ-dataset-with-variable-speed-for-fault-diagnosis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆42Mar 27, 2023Updated 2 years ago
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆16Apr 3, 2024Updated last year
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 4 years ago
- Code for paper being submitted☆14Jul 9, 2025Updated 8 months ago
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆20Jul 12, 2025Updated 8 months ago
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆18Apr 10, 2024Updated last year
- 【IEEE IoTJ 2024】Heterogeneous Federated Learning: Client-side Collaborative Update Inter-Domain Generalization Method for Intelligent Fau…☆14Jun 23, 2025Updated 9 months ago
- A benchmark fault diagnosis dataset comprises vibration data collected from a gearbox under variable working conditions with intentionall…☆87Nov 26, 2025Updated 3 months ago
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆18Jul 30, 2024Updated last year
- A Dual-View Network For Imbalanced Fault Diagnosis of Rotating Machinery☆11Aug 29, 2023Updated 2 years ago
- Compound Fault Diagnosis Dataset of Rotating Machinery☆44Sep 13, 2024Updated last year
- ACAN: A Plug-and-Play Adaptive Center-Aligned Network for Unsupervised Domain Adaptation☆21Sep 12, 2024Updated last year
- The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-obj…☆25Dec 6, 2023Updated 2 years ago
- ☆24May 6, 2025Updated 10 months ago
- [RESS 2022] Adaptive open set domain generalization network: Learning to diagnose unknown faults under unknown working conditions☆19Nov 14, 2024Updated last year
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆29Jul 10, 2024Updated last year
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆11Aug 26, 2024Updated last year
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆31Aug 26, 2024Updated last year
- A few shot learning repository for bearing fault diagnosis.☆105Aug 3, 2023Updated 2 years ago
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆22Sep 26, 2022Updated 3 years ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆18Feb 29, 2024Updated 2 years ago
- A Multi-source Cross-speed Bearing Fault Diagnosis Method☆12Jan 7, 2025Updated last year
- SQ dataset for fault diagnosis pulished by Xi'an jiaotong University☆16Oct 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
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆100Apr 24, 2025Updated 11 months ago
- code for DFAWnet☆38Jun 19, 2023Updated 2 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆109Apr 27, 2025Updated 10 months ago
- A Dual-View Style Mixing Network for Unsupervised Cross-Domain Fault Diagnosis With Imbalanced Data☆25Mar 18, 2025Updated last year
- The implementation of ACGAN-FG for zero-shot fault diagnosis (Ongoing update)☆18Jun 27, 2025Updated 8 months 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)☆106Updated this week
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆24Apr 28, 2023Updated 2 years ago
- ☆122Aug 27, 2024Updated last year
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated 10 months ago
- ☆39Feb 19, 2024Updated 2 years ago
- ☆33Feb 2, 2022Updated 4 years ago
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆16Mar 25, 2024Updated last year
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆57Jan 2, 2025Updated last year
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆22Aug 10, 2020Updated 5 years ago