Deep Residual Shrinkage Networks for Intelligent Fault Diagnosis(pytorch) 深度残差收缩网络应用于故障诊断
☆253Mar 10, 2023Updated 3 years ago
Alternatives and similar repositories for Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN-
Users that are interested in Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN- are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 基于注意力机制的少量样本故障诊断 pytorch☆283Mar 15, 2026Updated 2 weeks ago
- 深度残差收缩网络处理一维时域信号☆36Jun 19, 2023Updated 2 years 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)☆70Jun 10, 2025Updated 9 months ago
- The deep residual shrinkage network is a variant of deep residual networks.☆501Dec 31, 2025Updated 2 months ago
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆282Dec 8, 2022Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The intelligent fault diagnosis of HNU IDG☆125Nov 9, 2022Updated 3 years ago
- 一种轻量化故障诊断框架——LiConvFormer☆157Dec 24, 2024Updated last year
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆376Oct 10, 2022Updated 3 years ago
- A transfer learning fault diagnosis repository covering popular algorithms☆345Aug 6, 2024Updated last year
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆562Oct 10, 2024Updated last year
- We propose a novel deep learning framework DRSNet (deep residual shrinkage network) with an embedded soft-threshold denoising scheme for …☆16May 25, 2023Updated 2 years ago
- Bearing fault diagnosis model based on MCNN-LSTM☆419Jul 20, 2023Updated 2 years ago
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆527Mar 1, 2022Updated 4 years ago
- Siamese network for bearing fault diagnosis☆94Jan 18, 2020Updated 6 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆752Nov 20, 2021Updated 4 years ago
- ☆64Jul 13, 2019Updated 6 years ago
- Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆151Feb 28, 2025Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆101Apr 24, 2025Updated 11 months ago
- ☆24Jul 30, 2022Updated 3 years ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆18Feb 29, 2024Updated 2 years ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆120Dec 14, 2024Updated last year
- 智能故障诊断和寿命预测期刊(Journals of Intelligent Fault Diagnosis and Remaining Useful Life)☆447Updated this week
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆196May 6, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆113Mar 17, 2024Updated 2 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆56Sep 20, 2021Updated 4 years ago
- This is the code for WaveletKernelNet.☆143Oct 10, 2024Updated last year
- 智能故障诊断中一维类梯度激活映射可视化展示 1D-Grad-CAM for interpretable intelligent fault diagnosis☆115May 16, 2023Updated 2 years ago
- ☆109Mar 26, 2023Updated 3 years ago
- A python program to build ResNet-1D model and DRSN-1D model in keras environment.☆11Mar 29, 2023Updated 3 years ago
- ☆123Aug 27, 2024Updated last year
- Code sharing of fault diagnosis papers.☆60Dec 30, 2023Updated 2 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆136Jul 13, 2020Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 基于图神经网络的机械故障诊断☆109Feb 27, 2024Updated 2 years ago
- This reposotory release a bearing failure dataset, which can support intelliegnt fault diagnosis research(实验室自采轴承开源数据集,包含稳定转速和时变转速)☆106Mar 21, 2026Updated last week
- ☆22Nov 23, 2022Updated 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…☆402Jun 28, 2025Updated 9 months ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆153Mar 28, 2025Updated last year
- A transfer learning model CoDats applied to fault diagnosis problem☆15May 9, 2021Updated 4 years ago
- Using transformer to realize Bearing Fault Diagnosis☆72May 16, 2023Updated 2 years ago