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.
☆107Apr 7, 2026Updated 3 months ago
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:
- 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
- Compound Fault Diagnosis Dataset of Rotating Machinery☆46Sep 13, 2024Updated last year
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆15May 15, 2026Updated 2 months ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- The Gearbox Fault Diagnosis dataset consists of vibration data recorded using SpectraQuest’s Gearbox Fault Diagnostics Simulator. The dat…☆45Dec 1, 2025Updated 7 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.
- A General Toolkit for Advanced Online Learning, Online Active Learning, Online Semi-supervised Learning Approaches☆24Sep 28, 2025Updated 9 months ago
- ☆23Jan 9, 2026Updated 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…☆449Jun 28, 2025Updated last year
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆122Apr 27, 2025Updated last year
- WT-planetary-gearbox-datasets☆92Oct 9, 2025Updated 9 months ago
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆34Nov 26, 2025Updated 7 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
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆107Feb 14, 2025Updated last year
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 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.
- A benchmark fault diagnosis dataset featuring multi-modal signals collected from a three-phase asynchronous motor under variable speed/lo…☆17Apr 1, 2026Updated 3 months ago
- ☆19Dec 31, 2024Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆165Dec 24, 2024Updated last year
- Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance ev…☆35Nov 1, 2025Updated 8 months ago
- ☆17Aug 9, 2023Updated 2 years ago
- SDUST dataset for fault diagnosis pulished by Shandong University of Science and Technology☆47Oct 15, 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…☆160Jun 24, 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）☆116Mar 21, 2026Updated 4 months ago
- Algorithm to calculate the optimal tip relief modification on spur gear teeth that minimizes the meshing vibration for a certain operatin…☆21Feb 1, 2026Updated 5 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.
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆19Mar 7, 2025Updated 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
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆35Feb 16, 2025Updated last year
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆17Apr 3, 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
- ☆26May 6, 2025Updated last year
- MSGPT: LLM-based Semantic Prompt Framework under Multi-sensor Data for Mechanical Fault Diagnosis☆23Mar 15, 2025Updated last year
- Code for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆26Jan 14, 2025Updated last year
- Multi-mode Fault Diagnosis Datasets with TE process (MMFDD-TEP) can be used for the purpose of comparison studies or validation of algor…☆41Apr 10, 2024Updated 2 years 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.
- DMsrTTLN code☆18Aug 25, 2024Updated last year
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- The intelligent fault diagnosis of HNU IDG☆131Nov 9, 2022Updated 3 years ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆32Aug 26, 2024Updated last year
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆33Jul 10, 2024Updated 2 years ago
- 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
- 机械故障诊断公开数据集☆81Nov 29, 2023Updated 2 years ago