s-whynot / CWRU-datasetLinks
Case Western Reserve University Bearing Fault Dataset
☆33Updated 4 years ago
Alternatives and similar repositories for CWRU-dataset
Users that are interested in CWRU-dataset are comparing it to the libraries listed below
Sorting:
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆62Updated 3 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆94Updated 3 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆92Updated 7 months ago
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆21Updated 2 years ago
- A few shot learning repository for bearing fault diagnosis.☆102Updated 2 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆39Updated 2 years ago
- 一种轻量化故障诊断框架——LiConvFormer☆125Updated 11 months ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆40Updated last year
- ☆110Updated last year
- This is the original dataset that we use in our research work, but it may difficult to find in the original link.☆29Updated 4 years ago
- ☆14Updated 2 years ago
- Code sharing of fault diagnosis papers.☆51Updated last year
- ☆27Updated 2 years ago
- 智能故障诊断中一维类梯度激活映射可视化展示 1D-Grad-CAM for interpretable intelligent fault diagnosis☆114Updated 2 years ago
- The intelligent fault diagnosis of HNU IDG☆117Updated 3 years ago
- 机械故障诊断公开数据集☆68Updated 2 years ago
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆30Updated 2 years ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆143Updated 8 months ago
- Awsome-Multi-modal-based PHM （基于多模态 的故障诊断和预测）☆90Updated 5 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆32Updated 2 years ago
- WT-planetary-gearbox-datasets☆81Updated last month
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆81Updated 7 months ago
- ☆73Updated last year
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆59Updated 3 years ago
- ☆24Updated 3 years ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆67Updated 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）☆89Updated 6 months ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆56Updated 4 years ago
- 基于Laplace小波卷积和BiGRU的少量样本故障诊断方法 (Small sample fault diagnosis based on Laplace wavelet convolution and BiGRU)☆65Updated 5 months ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆86Updated 9 months ago