CHAOZHAO-1 / Machine-Fault-Dataset
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)
☆74Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for Machine-Fault-Dataset
- This is a benckmark for domain generalization-based fault diagnosis (基于领域泛化的相关代码)☆57Updated 4 months ago
- The intelligent fault diagnosis of HNU IDG☆76Updated 2 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆62Updated 5 months ago
- A few shot learning repository for bearing fault diagnosis.☆60Updated last year
- 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)☆47Updated last year
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆48Updated 3 years ago
- Transfer learning☆45Updated 3 years ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆89Updated 5 months ago
- Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data☆39Updated 7 months ago
- ☆47Updated 10 months ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆42Updated 3 months ago
- ☆45Updated 2 years ago
- 基于深度学习的机械故障诊断☆24Updated 8 months ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆69Updated 7 months ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆16Updated 10 months ago
- Using transformer to realize Bearing Fault Diagnosis☆51Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆63Updated last year
- Code sharing of fault diagnosis papers.☆43Updated 10 months ago
- ☆91Updated last year
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆34Updated last week
- The intelligent fault diagnosis methods of HNU IDG☆61Updated 2 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆79Updated 2 years ago
- ☆68Updated 2 years ago
- zggg1p / A-Domain-Adaption-Transfer-Learning-Bearing-Fault-Diagnosis-Model-Based-on-Wide-Convolution-Deep-NeuInspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆105Updated 4 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆37Updated last year
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆17Updated last year
- ☆34Updated 2 months ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆130Updated 3 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆57Updated 10 months ago
- ☆28Updated last year