SSGC: Synergistic Similarity Graph Construction for Steel Plate Fault Diagnosis with Graph Attention Networks
☆21Dec 5, 2024Updated last year
Alternatives and similar repositories for SSGC
Users that are interested in SSGC are comparing it to the libraries listed below
Sorting:
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- Fault Diagnosis of Wheeled Robot Based on Prior Knowledge and Spatial-temporal difference graph convolutional network☆44Apr 3, 2023Updated 2 years ago
- A Dual-View Network For Imbalanced Fault Diagnosis of Rotating Machinery☆11Aug 29, 2023Updated 2 years ago
- ☆12Jan 17, 2023Updated 3 years ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆195May 6, 2021Updated 4 years ago
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆19Feb 6, 2026Updated 3 weeks ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Nov 24, 2023Updated 2 years ago
- Code for paper being submitted☆14Jul 9, 2025Updated 7 months ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 4 years ago
- 一种新的基于动态图注意力网络和标签传播策略的半监督故障诊断方法☆39May 10, 2023Updated 2 years ago
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆19Jul 12, 2025Updated 7 months ago
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆18Apr 10, 2024Updated last year
- ☆12Sep 19, 2022Updated 3 years ago
- A Dual-View Style Mixing Network for Unsupervised Cross-Domain Fault Diagnosis With Imbalanced Data☆23Mar 18, 2025Updated 11 months ago
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" (MLDSO) which p…☆34Dec 12, 2024Updated last year
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆66Feb 26, 2025Updated last year
- literature review renewal of PV faults diagnosis, including papers, datasets, and codes☆23Feb 22, 2024Updated 2 years ago
- The code for http://arxiv.org/abs/2110.02498☆19Mar 9, 2023Updated 2 years ago
- A novel spatio-temporal adaptive graph convolutional network model (STAGCN) based on deep learning☆22Nov 19, 2022Updated 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 11 months ago
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆23Apr 28, 2023Updated 2 years ago
- Matlab code of the proposed hybrid DGA method for power transformer fault diagnosis.☆11Apr 9, 2023Updated 2 years ago
- ☆24Nov 21, 2022Updated 3 years ago
- Benchmarking fault detection and diagnosis methods☆30Feb 2, 2025Updated last year
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆29Sep 13, 2022Updated 3 years ago
- ☆24May 5, 2024Updated last year
- ☆28Apr 24, 2021Updated 4 years ago
- 一种用于复杂工况机械故障检测的GNN方法☆56Aug 18, 2023Updated 2 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆50Feb 26, 2025Updated last year
- The code for NISTA_Net☆11Apr 7, 2023Updated 2 years ago
- Wide Kernel Time-Frequency Fusion (WTFF)--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated 11 months ago
- 基于贝叶斯网络的故障诊断算法☆14Jul 3, 2023Updated 2 years ago
- Official Implementation for [IEEE Transactions on Vehicular Technology] "TTSNet: Temporal transformer-based sequence network for state-of…☆30Apr 18, 2024Updated last year
- This is a code that combines federated learning with differential privacy for transformer fault diagnosis.☆27Apr 20, 2023Updated 2 years ago
- This reposotory release a gearbox failure dataset, which can support intelliegnt fault diagnosis research(实验室自采齿轮箱开源数据集,包含稳定转速和时变转速)☆33Apr 21, 2025Updated 10 months ago
- Siamese-based ConviMixer combined with few-shot learning for classification under limited data☆27Feb 17, 2024Updated 2 years ago
- ☆14Apr 21, 2022Updated 3 years ago
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆16Mar 25, 2024Updated last year
- Official implementation of methods from the paper SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemica…☆28Nov 1, 2023Updated 2 years ago