ZhaoZhibin / DL-based-Intelligent-Diagnosis-Benchmark
Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"
☆621Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for DL-based-Intelligent-Diagnosis-Benchmark
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆416Updated 2 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆295Updated 2 years ago
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆332Updated last month
- Bearing fault diagnosis model based on MCNN-LSTM☆246Updated last year
- Deep learning in PHM,Deep learning in fault diagnosis,Deep learning in remaining useful life prediction☆407Updated 3 years ago
- wdcnn轴承故障模型☆341Updated 6 years 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
- ☆234Updated 6 years ago
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆225Updated last year
- 基于注意力机制的少量样本故障诊断 pytorch☆193Updated last year
- A transfer learning fault diagnosis repository covering popular algorithms☆174Updated 3 months ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆260Updated 3 years ago
- 1DCNN Fault Detection(1DCNN的轴承故障诊断)☆131Updated 2 years ago
- CNN for mechanical fault diagnosis☆285Updated 6 years ago
- ☆193Updated 5 years 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…☆182Updated last week
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆215Updated last year
- 基于深度学习的滚动轴承故障诊断方法☆167Updated 5 years ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆918Updated 4 years ago
- ☆93Updated 5 years ago
- 毕设研究课题:根据轴承的振动序列数据来诊断轴承故障。☆119Updated 3 years ago
- ☆157Updated 3 years ago
- Deep Residual Shrinkage Networks for Intelligent Fault Diagnosis(pytorch) 深度残差收缩网络应用于故障诊断☆203Updated last year
- 基于深度学习机械设备故障诊断模型☆157Updated 7 years ago
- slothai项目开源代码合集☆166Updated last week
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆130Updated 3 years ago
- 轴承故障检测 训练赛第30名代码☆123Updated 5 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