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。
☆64Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for Opensource_Dataset_Compilation_for_PHM
- Using transformer to realize Bearing Fault Diagnosis☆52Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆65Updated last year
- A few shot learning repository for bearing fault diagnosis.☆60Updated last year
- ☆68Updated 2 years ago
- 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…☆65Updated 7 months ago
- 基于注意力机制的少量样本故障诊断 pytorch☆194Updated last year
- The intelligent fault diagnosis of HNU IDG☆76Updated 2 years ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆94Updated 10 months ago
- ☆47Updated 10 months ago
- Code sharing of fault diagnosis papers.☆43Updated 10 months ago
- ☆45Updated 2 years ago
- ☆92Updated 2 years ago
- ☆91Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆63Updated 6 months ago
- The intelligent fault diagnosis methods of HNU IDG☆62Updated 2 years ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆43Updated 3 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…☆184Updated last week
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆79Updated 2 years ago
- 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
- 轴承故障诊断☆60Updated 2 years ago
- Transfer learning☆45Updated 3 years ago
- 基于深度学习的机械故障诊断☆24Updated 8 months ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆35Updated 2 weeks 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
- 智能故障诊断和寿命预测期刊(Journals of Intelligent Fault Diagnosis and Remaining Useful Life)☆275Updated last month
- 实现的是WDCNN的pytorch版本代码,对应论文的第三章 data包含了四个数据文件夹,这里只使用了0HP文件夹中的数据,里面包含了正常、内圈、外圈、滚动体共10种状态 preprocess.py的功能是对数据进行采样、编码,虽然划分出来了验证集但是并没有使用 trai…☆22Updated last year
- 基于小波时频图与 Swin Transformer 的轴承故障诊断方法☆31Updated last year
- ☆79Updated 2 months ago
- ☆28Updated last year
- 这是一个首层卷积为宽卷积的深度神经网络Deep Convolutional Neural Networks with Wide First-layer Kernels (WDCNN)的实现,该模型具有优越的抗噪能力,可用于轴承的智能故障诊断。☆35Updated last year