ZhaoZhibin / DL-based-Intelligent-Diagnosis-BenchmarkView external linksLinks
Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"
☆741Nov 20, 2021Updated 4 years ago
Alternatives and similar repositories for DL-based-Intelligent-Diagnosis-Benchmark
Users that are interested in DL-based-Intelligent-Diagnosis-Benchmark are comparing it to the libraries listed below
Sorting:
- 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
- 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
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆371Oct 10, 2022Updated 3 years ago
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆543Oct 10, 2024Updated last year
- This is the code for WaveletKernelNet.☆143Oct 10, 2024Updated last year
- wdcnn轴承故障模型☆387Jun 6, 2018Updated 7 years 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
- Deep learning in PHM,Deep learning in fault diagnosis,Deep learning in remaining useful life prediction☆476Mar 24, 2021Updated 4 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
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆281Dec 8, 2022Updated 3 years ago
- ☆296Jan 17, 2018Updated 8 years ago
- Bearing fault diagnosis model based on MCNN-LSTM☆410Jul 20, 2023Updated 2 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆135Jul 13, 2020Updated 5 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
- A transfer learning fault diagnosis repository covering popular algorithms☆336Aug 6, 2024Updated last year
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆314Jan 31, 2023Updated 3 years 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
- A few shot learning repository for bearing fault diagnosis.☆104Aug 3, 2023Updated 2 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…☆384Jun 28, 2025Updated 7 months ago
- The intelligent fault diagnosis of HNU IDG☆122Nov 9, 2022Updated 3 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆98Jun 9, 2022Updated 3 years ago
- ☆119Aug 27, 2024Updated last year
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆19Jul 13, 2020Updated 5 years ago
- CNN for mechanical fault diagnosis☆333Apr 24, 2018Updated 7 years ago
- ☆218Oct 19, 2019Updated 6 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆97Apr 24, 2025Updated 9 months 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
- 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
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆118Dec 14, 2024Updated last year
- ☆109Mar 26, 2023Updated 2 years ago
- The deep residual shrinkage network is a variant of deep residual networks.☆499Dec 31, 2025Updated last month
- Siamese network for bearing fault diagnosis☆93Jan 18, 2020Updated 6 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…☆106Jun 24, 2025Updated 7 months ago
- 基于Laplace小波卷积和BiGRU的少量样本故障诊断方法 (Small sample fault diagnosis based on Laplace wavelet convolution and BiGRU)☆68Jun 10, 2025Updated 8 months ago
- 一种轻量化故障诊断框架——LiConvFormer☆149Dec 24, 2024Updated last year
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆61Apr 14, 2022Updated 3 years ago
- ☆73Jan 9, 2024Updated 2 years ago
- The source codes of Meta-learning for few-shot cross-domain fault diagnosis.☆178Feb 16, 2025Updated last year
- to prediction the remain useful life of bearing based on 2012 PHM data☆310Jan 17, 2021Updated 5 years ago