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)
☆421Jun 28, 2025Updated 11 months ago
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)☆143Dec 13, 2024Updated last year
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆115Apr 27, 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)☆460Apr 13, 2026Updated last month
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆582Oct 10, 2024Updated last year
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆16Apr 3, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.(30余个开源故障…☆136Jun 24, 2025Updated 11 months ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆64Jan 2, 2025Updated 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)☆111Mar 21, 2026Updated 2 months ago
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆531Mar 1, 2022Updated 4 years ago
- [RESS 2022] Adaptive open set domain generalization network: Learning to diagnose unknown faults under unknown working conditions☆20Nov 14, 2024Updated last year
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆322Jan 31, 2023Updated 3 years ago
- [MSSP 2022] A domain generalization network combing invariance and specificity towards real-time intelligent fault diagnosis☆16Apr 1, 2024Updated 2 years ago
- Awsome-Multi-modal-based PHM (基于多模态的故障诊断和预测)☆108Jun 28, 2025Updated 11 months ago
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆30Jul 10, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆55Apr 3, 2023Updated 3 years ago
- A transfer learning fault diagnosis repository covering popular algorithms☆358Aug 6, 2024Updated last year
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆124Dec 14, 2024Updated last year
- [EAAI 2024] A federated distillation domain generalization framework for machinery fault diagnosis with data privacy☆14Apr 3, 2024Updated 2 years ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆206May 6, 2021Updated 5 years ago
- WT-planetary-gearbox-datasets☆90Oct 9, 2025Updated 7 months 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
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆122Apr 12, 2025Updated last year
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆20Feb 29, 2024Updated 2 years ago
- 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.
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆27Apr 1, 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
- 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)☆198May 23, 2026Updated last week
- 一种轻量化故障诊断框架——LiConvFormer☆163Dec 24, 2024Updated last year
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆40Jan 13, 2022Updated 4 years ago
- Variance discrepancy representation☆17May 25, 2024Updated 2 years ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆35Feb 16, 2025Updated last year
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆101Jun 9, 2022Updated 3 years ago
- ☆55Mar 28, 2025Updated 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.
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆14May 15, 2026Updated 2 weeks ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆72Feb 26, 2025Updated last year
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆18Mar 7, 2025Updated last year
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆36Jul 6, 2025Updated 10 months ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆74Jul 28, 2024Updated last year
- ☆16Nov 29, 2024Updated last year