A benchmark fault diagnosis dataset comprises vibration data collected from a gearbox under variable working conditions with intentionally induced faults, encompassing diverse fault severities and types, and various compound faults.
☆96Apr 7, 2026Updated last month
Alternatives and similar repositories for MCC5-THU-Gearbox-Benchmark-Datasets
Users that are interested in MCC5-THU-Gearbox-Benchmark-Datasets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Compound Fault Diagnosis Dataset of Rotating Machinery☆45Sep 13, 2024Updated last year
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆14May 15, 2026Updated last week
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- A General Toolkit for Advanced Online Learning, Online Active Learning, Online Semi-supervised Learning Approaches☆23Sep 28, 2025Updated 7 months ago
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆16Apr 3, 2024Updated 2 years ago
- 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.
- Source code for the paper "Evaluating calibration of deep fault diagnostic models under distribution shift" published in Journal Computer…☆24Jul 3, 2025Updated 10 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆53Feb 26, 2025Updated last year
- 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）☆35Mar 22, 2026Updated 2 months ago
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆31Aug 26, 2024Updated last year
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆35Feb 16, 2025Updated last year
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆63Jan 2, 2025Updated last year
- [RESS 2022] Adaptive open set domain generalization network: Learning to diagnose unknown faults under unknown working conditions☆20Nov 14, 2024Updated last year
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆20Jul 30, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- MSGPT: LLM-based Semantic Prompt Framework under Multi-sensor Data for Mechanical Fault Diagnosis☆23Mar 15, 2025Updated last year
- Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance ev…☆34Nov 1, 2025Updated 6 months ago
- 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…☆421Jun 28, 2025Updated 10 months ago
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆119Apr 12, 2025Updated last year
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆103Feb 14, 2025Updated last year
- DMsrTTLN code☆18Aug 25, 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…☆134Jun 24, 2025Updated 11 months ago
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆30Jul 10, 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)☆38Jan 30, 2026Updated 3 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.
- WT-planetary-gearbox-datasets☆90Oct 9, 2025Updated 7 months ago
- Multi-mode Fault Diagnosis Datasets with TE process (MMFDD-TEP) can be used for the purpose of comparison studies or validation of algor…☆40Apr 10, 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）☆110Mar 21, 2026Updated 2 months ago
- The implementation of ACGAN-FG for zero-shot fault diagnosis (Ongoing update)☆18Jun 27, 2025Updated 10 months ago
- ☆17Oct 17, 2023Updated 2 years ago
- SDUST dataset for fault diagnosis pulished by Shandong University of Science and Technology☆45Oct 15, 2024Updated last year
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- 【IEEE IoTJ 2024】Heterogeneous Federated Learning: Client-side Collaborative Update Inter-Domain Generalization Method for Intelligent Fau…☆14Jun 23, 2025Updated 11 months ago
- ☆16Aug 9, 2023Updated 2 years 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.
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆11Apr 13, 2024Updated 2 years ago
- 一种用于复杂工况机械故障检测的GNN方法☆59Aug 18, 2023Updated 2 years ago
- ACAN: A Plug-and-Play Adaptive Center-Aligned Network for Unsupervised Domain Adaptation☆21Sep 12, 2024Updated last year
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆115Apr 27, 2025Updated last year
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆18May 12, 2026Updated 2 weeks ago
- Code for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆25Jan 14, 2025Updated last year
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆33Nov 26, 2025Updated 6 months ago