This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis
☆123Apr 27, 2025Updated last year
Alternatives and similar repositories for DGFDBenchmark
Users that are interested in DGFDBenchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆152Dec 13, 2024Updated last year
- This is a reposotory that includes paper、code and datasets about domain generalization-based fault diagnosis and prognosis. (基于领域泛化的故障诊断和…☆459Jul 29, 2026Updated last month
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆71Jan 2, 2025Updated last year
- [MSSP 2022] A domain generalization network combing invariance and specificity towards real-time intelligent fault diagnosis☆17Apr 1, 2024Updated 2 years ago
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆60Apr 3, 2023Updated 3 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.
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆39Jul 6, 2025Updated last year
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 years ago
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆15May 15, 2026Updated 3 months ago
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆12Apr 13, 2024Updated 2 years ago
- ☆16Nov 29, 2024Updated last year
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障…☆171Jun 24, 2025Updated last year
- Code sharing of fault diagnosis papers.☆60Dec 30, 2023Updated 2 years ago
- A transfer learning fault diagnosis repository covering popular algorithms☆369Aug 6, 2024Updated 2 years ago
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆35Nov 26, 2025Updated 9 months 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.
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆600Oct 10, 2024Updated last year
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆19Mar 7, 2025Updated last year
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆164Mar 28, 2025Updated last year
- SDUST dataset for fault diagnosis pulished by Shandong University of Science and Technology☆48Oct 15, 2024Updated last year
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆210May 6, 2021Updated 5 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆54Feb 26, 2025Updated last year
- Source code for the paper "Evaluating calibration of deep fault diagnostic models under distribution shift" published in Journal Computer…☆24Jul 21, 2026Updated last month
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- [RESS 2022] Adaptive open set domain generalization network: Learning to diagnose unknown faults under unknown working conditions☆24Nov 14, 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.
- 一种数字孪生辅助的 高度不平衡故障诊断新框架☆115Mar 17, 2024Updated 2 years ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆34Jul 10, 2023Updated 3 years ago
- ☆23Jan 9, 2026Updated 7 months ago
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆17Apr 3, 2024Updated 2 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 5 months ago
- This reposotory release a gearbox failure dataset, which can support intelliegnt fault diagnosis research（实验室自采齿轮箱开源数据集，包含稳定转速和时变转速）☆38Mar 22, 2026Updated 5 months ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆129Dec 14, 2024Updated last year
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆51May 25, 2026Updated 3 months ago
- ☆77Jan 9, 2024Updated 2 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.
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆128Apr 12, 2025Updated last year
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆33Jul 10, 2024Updated 2 years ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆51Jan 12, 2023Updated 3 years ago
- ☆15Oct 15, 2025Updated 10 months ago
- 一种轻量化故障诊断框架——LiConvFormer☆166Dec 24, 2024Updated last year
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- Awsome-Multi-modal-based PHM （基于多模态的故障诊断和预测）☆115Jun 28, 2025Updated last year