An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障诊断和预测数据集，不断更新中）
☆120Jun 24, 2025Updated 9 months ago
Alternatives and similar repositories for Machine-Fault-Dataset
Users that are interested in Machine-Fault-Dataset 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 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）☆109Mar 21, 2026Updated 3 weeks ago
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆134Dec 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…☆411Jun 28, 2025Updated 9 months ago
- Awsome-Multi-modal-based PHM （基于多模态的故障诊断和预测）☆100Jun 28, 2025Updated 9 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆53Feb 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 is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆112Apr 27, 2025Updated 11 months ago
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆16Apr 3, 2024Updated 2 years ago
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆569Oct 10, 2024Updated last year
- 智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）☆454Mar 30, 2026Updated 2 weeks ago
- SDUST dataset for fault diagnosis pulished by Shandong University of Science and Technology☆44Oct 15, 2024Updated last year
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆46May 13, 2024Updated last year
- A transfer learning fault diagnosis repository covering popular algorithms☆347Aug 6, 2024Updated 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)☆37Jan 30, 2026Updated 2 months ago
- WT-planetary-gearbox-datasets☆87Oct 9, 2025Updated 6 months ago
- 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.
- The intelligent fault diagnosis of HNU IDG☆126Nov 9, 2022Updated 3 years ago
- [RESS 2022] Adaptive open set domain generalization network: Learning to diagnose unknown faults under unknown working conditions☆19Nov 14, 2024Updated last year
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆71Feb 26, 2025Updated last year
- A benchmark fault diagnosis dataset comprises vibration data collected from a gearbox under variable working conditions with intentionall…☆90Apr 7, 2026Updated last week
- Multi-sensor data collection gathered to expand research on anomaly detection, fault diagnosis, and predictive maintenance, mainly using …☆45Aug 7, 2025Updated 8 months ago
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆30Jul 10, 2024Updated last year
- 基于注意力机制的少量样本故障诊断 pytorch☆284Mar 15, 2026Updated 3 weeks ago
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆26Apr 1, 2024Updated 2 years ago
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆112Apr 12, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The dataset contains the three-phase current signals measured from a squirrel-cage induction motor. The experimental tests were carried o…☆15Jul 21, 2025Updated 8 months ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆72Jul 28, 2024Updated last year
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆528Mar 1, 2022Updated 4 years ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- ☆17Sep 12, 2025Updated 7 months ago
- 一种轻量化故障诊断框架——LiConvFormer☆158Dec 24, 2024Updated last year
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆18Mar 7, 2025Updated last year
- An AI-based system utilizing Graph Neural Networks (GNNs) for real-time anomaly detection and fault diagnosis in spacecraft engines. It c…☆16Nov 4, 2024Updated last year
- Code sharing of fault diagnosis papers.☆60Dec 30, 2023Updated 2 years ago
- 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.
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆323Jan 31, 2023Updated 3 years ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆113Mar 17, 2024Updated 2 years ago
- : Faulty and healthy gear box Data sets need to be analyzed in detail. Here, we created this dataset for those who do research in wind tu…☆64Mar 18, 2018Updated 8 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆754Nov 20, 2021Updated 4 years ago
- 基于机器学习的机械故障诊断☆18Feb 27, 2024Updated 2 years ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆33Oct 12, 2023Updated 2 years ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆1,166Updated this week