ZhaoZhibin / UDTLLinks
Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study" published in TIM
☆514Updated 3 years ago
Alternatives and similar repositories for UDTL
Users that are interested in UDTL are comparing it to the libraries listed below
Sorting:
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆529Updated last year
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆370Updated 3 years ago
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆280Updated 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…☆369Updated 6 months ago
- A transfer learning fault diagnosis repository covering popular algorithms☆330Updated last year
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆730Updated 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)☆427Updated 6 months ago
- 基于注意力机制的少量样本故障诊断 pytorch☆270Updated 6 months ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆190Updated 4 years ago
- ☆291Updated 7 years ago
- ☆117Updated 6 years ago
- Bearing fault diagnosis model based on MCNN-LSTM☆401Updated 2 years ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆118Updated last year
- 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 …☆144Updated 10 months ago
- 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。☆237Updated last year
- wdcnn轴承故障模型☆387Updated 7 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆135Updated 5 years ago
- ☆108Updated 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…☆85Updated 6 months ago
- ☆89Updated 3 years ago
- ☆17Updated 3 weeks ago
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆306Updated 2 years ago
- ☆73Updated last year
- to prediction the remain useful life of bearing based on 2012 PHM data☆305Updated 4 years ago
- ☆215Updated 6 years ago
- 1DCNN Fault Detection(1DCNN的轴承故障诊断)☆189Updated 3 years ago
- The intelligent fault diagnosis of HNU IDG☆121Updated 3 years ago
- The source codes of Meta-learning for few-shot cross-domain fault diagnosis.☆173Updated 10 months ago
- The intelligent fault diagnosis methods of HNU IDG☆73Updated 3 years ago
- This is a benckmark for domain generalization-based fault diagnosis (基于领域泛化的相关代码)☆116Updated last year