phoenixdyf / Opensource_Dataset_Compilation_for_PHM
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。
☆69Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for Opensource_Dataset_Compilation_for_PHM
- This is a dataset of inter-shaft bearing based on the vibration signal of rotors and casings, which comes from a aero-engine test with in…☆67Updated 7 months ago
- ☆68Updated 2 years ago
- ☆48Updated 10 months ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆91Updated 6 months ago
- ☆92Updated 2 years ago
- 一种轻量化故障诊断框架——LiConvFormer☆66Updated last year
- The intelligent fault diagnosis methods of HNU IDG☆62Updated 2 years ago
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.(30余个开源故障…☆78Updated 6 months ago
- A few shot learning repository for bearing fault diagnosis.☆63Updated last year
- ☆45Updated 2 years ago
- Using transformer to realize Bearing Fault Diagnosis☆52Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆64Updated 6 months ago
- The intelligent fault diagnosis of HNU IDG☆77Updated 2 years ago
- ☆79Updated 2 months ago
- 基于深度学习的机械故障诊断☆25Updated 8 months ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆96Updated 10 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…☆191Updated this week
- 基于小波时频图与 Swin Transformer 的轴承故障诊断方法☆31Updated last year
- Transfer learning☆47Updated 3 years ago
- This is a benckmark for domain generalization-based fault diagnosis (基于领域泛化的相关代码)☆59Updated 5 months ago
- WT-planetary-gearbox-datasets☆52Updated 6 months ago
- Code sharing of fault diagnosis papers.☆44Updated 10 months ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆39Updated 3 weeks ago
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆17Updated last year
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆79Updated 2 years ago
- ☆91Updated last year
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆132Updated 3 years ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆44Updated 3 months 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)☆47Updated last year
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆32Updated 2 years ago