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预测)
☆450Jun 28, 2025Updated last year
Alternatives and similar repositories for DG-PHM
Users that are interested in DG-PHM 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）☆151Dec 13, 2024Updated last year
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆122Apr 27, 2025Updated last year
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆68Jan 2, 2025Updated 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…☆160Jun 24, 2025Updated last year
- 智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）☆484Jul 11, 2026Updated 2 weeks 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.
- Awsome-Multi-modal-based PHM （基于多模态的故障诊断和预测）☆114Jun 28, 2025Updated last year
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆58Apr 3, 2023Updated 3 years ago
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆37Jul 6, 2025Updated last year
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆594Oct 10, 2024Updated last year
- 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）☆116Mar 21, 2026Updated 4 months ago
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆34Nov 26, 2025Updated 8 months ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆209May 6, 2021Updated 5 years ago
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆539Mar 1, 2022Updated 4 years 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）☆36Mar 22, 2026Updated 4 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆326Jan 31, 2023Updated 3 years ago
- 一种轻量化故障诊断框架——LiConvFormer☆165Dec 24, 2024Updated last year
- This is a reposotory that includes paper about LLM-based fault diagnosis and prognosis. (基于大模型的故障诊断和预测，持续更新)☆222Jul 3, 2026Updated 3 weeks ago
- A transfer learning fault diagnosis repository covering popular algorithms☆368Aug 6, 2024Updated last year
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆17Apr 3, 2024Updated 2 years ago
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆33Jul 10, 2024Updated 2 years ago
- [RESS 2022] Adaptive open set domain generalization network: Learning to diagnose unknown faults under unknown working conditions☆24Nov 14, 2024Updated last year
- WT-planetary-gearbox-datasets☆92Oct 9, 2025Updated 9 months ago
- [MSSP 2022] A domain generalization network combing invariance and specificity towards real-time intelligent fault diagnosis☆17Apr 1, 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.
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆19Mar 7, 2025Updated last year
- A benchmark fault diagnosis dataset comprises vibration data collected from a gearbox under variable working conditions with intentionall…☆107Apr 7, 2026Updated 3 months ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆163Mar 28, 2025Updated last year
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆127Apr 12, 2025Updated last year
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆129Dec 14, 2024Updated last year
- 分享的所有数据集均为开源的PHM（Prognostics and Health Management）数据，涵盖故障诊断、健康评估和寿命预测等领域。☆293Jun 12, 2024Updated 2 years ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆114Mar 17, 2024Updated 2 years ago
- The intelligent fault diagnosis of HNU IDG☆131Nov 9, 2022Updated 3 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆771Nov 20, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 【MSSP 2025】Discrete Wavelet Convolutional Network with Cross-Contrast Perturbation for Single Domain Generalization in Fault Diagnosis☆29Sep 19, 2025Updated 10 months ago
- [EAAI 2024] A federated distillation domain generalization framework for machinery fault diagnosis with data privacy☆14Apr 3, 2024Updated 2 years ago
- ☆15Oct 15, 2025Updated 9 months ago
- ☆77Jan 9, 2024Updated 2 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆54Feb 26, 2025Updated last year
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆28Apr 1, 2024Updated 2 years ago
- ☆60Mar 28, 2025Updated last year