Awsome-Multi-modal-based PHM (基于多模态的故障诊断和预测)
☆114Jun 28, 2025Updated last year
Alternatives and similar repositories for Awsome-Multi-modal-based-PHM
Users that are interested in Awsome-Multi-modal-based-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 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…☆449Jun 28, 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
- 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 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)☆221Jul 3, 2026Updated 3 weeks ago
- ☆23Aug 11, 2025Updated 11 months 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.
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆122Apr 27, 2025Updated last year
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆54Feb 26, 2025Updated last year
- This repository has open-sourced a dataset of motor failure, including vibration signals and audio signals.(实验室自采多模态电机故障数据,振动信号+声音信号)☆41Jan 30, 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)☆36Mar 22, 2026Updated 4 months ago
- ☆15Oct 15, 2025Updated 9 months ago
- This library summarizes the sate-of-the-art explainable intelligent fault diagnosis methods.☆27Nov 23, 2025Updated 8 months ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆68Jan 2, 2025Updated last year
- Data sets on prognosis and health management(PHM相关数据集)☆21Apr 30, 2020Updated 6 years 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆58Apr 3, 2023Updated 3 years ago
- 智能故障诊断和寿命预测期刊(Journals of Intelligent Fault Diagnosis and Remaining Useful Life)☆482Jul 11, 2026Updated 2 weeks ago
- 一种轻量化故障诊断框架——LiConvFormer☆165Dec 24, 2024Updated last year
- FD-MVLLM: Fault Diagnosis Based on Multimodal Vibration Data and Large Language Model for Bearing☆82Jan 21, 2026Updated 6 months ago
- Code and supplementary material for ICPHM2020☆27Jun 24, 2020Updated 6 years ago
- The open-source code of "CS-SHAP: Extending SHAP to "SHapley Estimated Explanation (SHEP): A Fast post-hoc attribution method for interpr…☆17Jan 22, 2026Updated 6 months ago
- ☆27Jan 15, 2023Updated 3 years ago
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆326Jan 31, 2023Updated 3 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.
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆126Apr 12, 2025Updated last year
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆50May 25, 2026Updated 2 months ago
- ☆19Sep 12, 2025Updated 10 months ago
- Multi-modal datasets for fault diagnosis(多模态故障诊断数据集)☆19May 25, 2026Updated 2 months ago
- Source code for the paper "Evaluating calibration of deep fault diagnostic models under distribution shift" published in Journal Computer…☆24Updated this week
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆34Nov 26, 2025Updated 8 months ago
- A benchmark fault diagnosis dataset comprises vibration data collected from a gearbox under variable working conditions with intentionall…☆107Apr 7, 2026Updated 3 months ago
- 收录了若干读博中所遇到的问题和相关资料☆174Apr 15, 2025Updated last year
- ☆126Aug 27, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆593Oct 10, 2024Updated last year
- ☆17Aug 9, 2023Updated 2 years ago
- ☆52Jun 17, 2025Updated last year
- ☆19Dec 31, 2024Updated last year
- Python code for TCTL method☆13Jun 22, 2024Updated 2 years ago
- SDUST dataset for fault diagnosis pulished by Shandong University of Science and Technology☆47Oct 15, 2024Updated last year
- [RESS 2022] Adaptive open set domain generalization network: Learning to diagnose unknown faults under unknown working conditions☆23Nov 14, 2024Updated last year