SNBQT / Limited-Data-Rolling-Bearing-Fault-Diagnosis-with-Few-shot-LearningView external linksLinks
This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning
☆372Oct 10, 2022Updated 3 years ago
Alternatives and similar repositories for Limited-Data-Rolling-Bearing-Fault-Diagnosis-with-Few-shot-Learning
Users that are interested in Limited-Data-Rolling-Bearing-Fault-Diagnosis-with-Few-shot-Learning are comparing it to the libraries listed below
Sorting:
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆281Dec 8, 2022Updated 3 years ago
- Bearing fault diagnosis model based on MCNN-LSTM☆410Jul 20, 2023Updated 2 years ago
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆522Mar 1, 2022Updated 3 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆135Jul 13, 2020Updated 5 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆743Nov 20, 2021Updated 4 years ago
- Siamese network for bearing fault diagnosis☆93Jan 18, 2020Updated 6 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆98Jun 9, 2022Updated 3 years ago
- wdcnn轴承故障模型☆387Jun 6, 2018Updated 7 years ago
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆543Oct 10, 2024Updated last year
- domain adaption with LSGAN for bearing fault diagnosis☆78Sep 4, 2018Updated 7 years ago
- A few shot learning repository for bearing fault diagnosis.☆104Aug 3, 2023Updated 2 years ago
- 基于注意力机制的少量样本故障诊断 pytorch☆274Jun 26, 2025Updated 7 months ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆61Dec 1, 2021Updated 4 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆61Apr 14, 2022Updated 3 years ago
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" (MLDSO) which p…☆34Dec 12, 2024Updated last year
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆193May 6, 2021Updated 4 years ago
- ☆109Mar 26, 2023Updated 2 years ago
- wdcnn model for bearing fault diagnosis☆34Jan 18, 2020Updated 6 years ago
- ☆218Oct 19, 2019Updated 6 years ago
- Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆148Feb 28, 2025Updated 11 months ago
- A transfer learning fault diagnosis repository covering popular algorithms☆336Aug 6, 2024Updated last year
- This is the code for WaveletKernelNet.☆143Oct 10, 2024Updated last year
- Deep Residual Shrinkage Networks for Intelligent Fault Diagnosis(pytorch) 深度残差收缩网络应用于故障诊断☆250Mar 10, 2023Updated 2 years ago
- ☆23Jul 30, 2022Updated 3 years ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆95Feb 14, 2025Updated last year
- ☆64Jul 13, 2019Updated 6 years ago
- ☆14May 26, 2022Updated 3 years ago
- The source codes of Meta-learning for few-shot cross-domain fault diagnosis.☆178Feb 16, 2025Updated last year
- CNN for mechanical fault diagnosis☆333Apr 24, 2018Updated 7 years ago
- Deep learning in PHM,Deep learning in fault diagnosis,Deep learning in remaining useful life prediction☆476Mar 24, 2021Updated 4 years ago
- 智能故障诊断和寿命预测期刊(Journals of Intelligent Fault Diagnosis and Remaining Useful Life)☆437Jan 11, 2026Updated last month
- ☆47Apr 25, 2022Updated 3 years ago
- ☆296Jan 17, 2018Updated 8 years ago
- ☆22Nov 23, 2022Updated 3 years ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆1,139May 29, 2025Updated 8 months ago
- 一种轻量化故障诊断框架——LiConvFormer☆149Dec 24, 2024Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆97Apr 24, 2025Updated 9 months ago
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆23Apr 28, 2023Updated 2 years ago
- ☆42Jan 29, 2022Updated 4 years ago