Feaxure-fresh / TL-Fault-Diagnosis-LibraryLinks
Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization
☆459Updated 10 months ago
Alternatives and similar repositories for TL-Fault-Diagnosis-Library
Users that are interested in TL-Fault-Diagnosis-Library are comparing it to the libraries listed below
Sorting:
- A transfer learning fault diagnosis repository covering popular algorithms☆273Updated last year
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆478Updated 3 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…☆312Updated last month
- 基于注意力机制的少量样本故障诊断 pytorch☆240Updated last month
- 智能故障诊断和寿命预测期刊(Journals of Intelligent Fault Diagnosis and Remaining Useful Life)☆387Updated last month
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆342Updated 2 years ago
- Bearing fault diagnosis model based on MCNN-LSTM☆352Updated 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 …☆129Updated 5 months ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆107Updated 7 months ago
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆260Updated 2 years ago
- Bearing Fault Diagnosis By CNN、LSTM+CNN、GRU+CNN、SelfAttention+CNN☆33Updated 8 months ago
- ☆14Updated last week
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆164Updated 4 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…☆32Updated last month
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆700Updated 3 years ago
- The intelligent fault diagnosis of HNU IDG☆106Updated 2 years ago
- ☆99Updated 2 years ago
- 1DCNN Fault Detection(1DCNN的轴承故障诊断)☆172Updated 3 years ago
- ☆62Updated last year
- wdcnn轴承故障模型☆369Updated 7 years ago
- 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。☆48Updated 2 years ago
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆283Updated 2 years ago
- Using transformer to realize Bearing Fault Diagnosis☆66Updated 2 years ago
- ☆86Updated 3 years ago
- This is a benckmark for domain generalization-based fault diagnosis (基于领域泛化的相关代码)☆95Updated 7 months ago
- Transfer learning☆53Updated 3 years ago
- ☆45Updated 3 years ago
- A few shot learning repository for bearing fault diagnosis.☆96Updated 2 years ago
- 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…☆23Updated 2 years ago
- ☆102Updated 11 months ago