Zhang-Henry / SCLIFD_TIILinks
Official code for IEEE Transactions on Industrial Informatics paper Class Incremental Fault Diagnosis under Limited Fault Data via Supervised Contrastive Knowledge Distillation
☆15Updated last month
Alternatives and similar repositories for SCLIFD_TII
Users that are interested in SCLIFD_TII are comparing it to the libraries listed below
Sorting:
- Code for paper being submitted☆14Updated last week
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆16Updated last week
- [MSSP 2022] A domain generalization network combing invariance and specificity towards real-time intelligent fault diagnosis☆11Updated last year
- DMsrTTLN code☆18Updated 10 months ago
- ACAN: A Plug-and-Play Adaptive Center-Aligned Network for Unsupervised Domain Adaptation☆18Updated 10 months ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆13Updated 2 months ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆35Updated 6 months ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22Updated last year
- 【IEEE IoTJ 2024】Heterogeneous Federated Learning: Client-side Collaborative Update Inter-Domain Generalization Method for Intelligent Fau…☆12Updated 3 weeks ago
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆13Updated 3 months ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆12Updated 7 months ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆19Updated last year
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆17Updated last year
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆13Updated last year
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆43Updated 4 months ago
- Python code for TCTL method☆12Updated last year
- We propose a novel semi-supervised learning framework for fault diagnosis in scenarios with limited labeled data, using a Multiscale and …☆11Updated 7 months ago
- [EAAI 2024] A federated distillation domain generalization framework for machinery fault diagnosis with data privacy☆12Updated last year
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆31Updated 5 months ago
- ☆13Updated last year
- A supervised contrastive learning method based on online complement strategy for long-tailed fine-grained fault diagnosis☆10Updated 6 months ago
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆15Updated this week
- This repository is for the implementation of SGWN.☆12Updated 9 months ago
- 1 提出了一种新的相似度损失(SimL)，用于增大类间差异同时减小类内差异；2 SimL+CE优化CNN；3 基于电信号诊断轴承故障☆13Updated last year
- ☆12Updated 7 months ago
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆23Updated last year
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆15Updated 11 months ago
- ☆14Updated last year
- ☆13Updated 5 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆29Updated last year