Feaxure-fresh / TL-Fault-Diagnosis-LibraryView external linksLinks
Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization
☆543Oct 10, 2024Updated last year
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☆336Aug 6, 2024Updated last year
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆521Mar 1, 2022Updated 3 years ago
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆281Dec 8, 2022Updated 3 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
- 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…☆384Jun 28, 2025Updated 7 months ago
- 基于注意力机制的少量样本故障诊断 pytorch☆274Jun 26, 2025Updated 7 months ago
- Bearing fault diagnosis model based on MCNN-LSTM☆410Jul 20, 2023Updated 2 years ago
- The intelligent fault diagnosis of HNU IDG☆122Nov 9, 2022Updated 3 years ago
- A few shot learning repository for bearing fault diagnosis.☆104Aug 3, 2023Updated 2 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆104Apr 27, 2025Updated 9 months ago
- 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
- 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
- This is a benckmark for domain generalization-based fault diagnosis (基于领域泛化的相关代码)☆121Dec 13, 2024Updated last year
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆118Dec 14, 2024Updated last year
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆741Nov 20, 2021Updated 4 years ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆109Mar 17, 2024Updated last year
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆371Oct 10, 2022Updated 3 years ago
- 一种轻量化故障诊断框架——LiConvFormer☆149Dec 24, 2024Updated last year
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆135Jul 13, 2020Updated 5 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆50Feb 26, 2025Updated 11 months ago
- Transfer learning☆62Aug 13, 2021Updated 4 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆66Feb 26, 2025Updated 11 months ago
- ☆119Aug 27, 2024Updated last year
- 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
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆70Jul 28, 2024Updated last year
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.(30余个开源故障…☆106Jun 24, 2025Updated 7 months ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆148Mar 28, 2025Updated 10 months ago
- ☆47Apr 25, 2022Updated 3 years ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆50Jan 2, 2025Updated last year
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆56Sep 20, 2021Updated 4 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
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆314Jan 31, 2023Updated 3 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆61Apr 14, 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
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆23Apr 28, 2023Updated 2 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☆250Mar 10, 2023Updated 2 years ago
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆44Jun 24, 2024Updated last year
- [IEEE TIM] This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Dist…☆132Jan 15, 2025Updated 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