liuzy0708 / MCC5-THU-Gearbox-Benchmark-DatasetsLinks
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.
☆51Updated 4 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
Sorting:
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆63Updated 11 months 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）☆69Updated last month
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆72Updated 5 months ago
- A few shot learning repository for bearing fault diagnosis.☆92Updated last year
- WT-planetary-gearbox-datasets☆67Updated last year
- 一种用于复杂工况机械故障检测的GNN方法☆46Updated last year
- Code sharing of fault diagnosis papers.☆51Updated last year
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆92Updated 3 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆43Updated 4 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆31Updated 5 months ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆30Updated 10 months ago
- 一种新的基于动态图注意力网络和标签传播策略的半监督故障诊断方法☆36Updated 2 years ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆29Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆81Updated 2 months ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆84Updated 2 months ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆55Updated 3 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆35Updated 2 years ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊 断）☆33Updated last year
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆65Updated 3 months ago
- code for DFAWnet☆36Updated 2 years ago
- ☆13Updated 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…☆27Updated 3 weeks ago
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" which published…☆33Updated 7 months ago
- Compound Fault Diagnosis Dataset of Rotating Machinery☆35Updated 10 months ago
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆94Updated 7 months ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆35Updated 6 months ago
- 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)☆20Updated 11 months ago
- Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance ev…☆28Updated last year
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆133Updated 3 months ago
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆21Updated last year