srigas / KAN_Fault_Diagnosis
A public repository containing the data and code for the paper "Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks".
☆14Updated 5 months ago
Alternatives and similar repositories for KAN_Fault_Diagnosis:
Users that are interested in KAN_Fault_Diagnosis are comparing it to the libraries listed below
- Python code for TCTL method☆12Updated 10 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆29Updated 2 months ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆18Updated last year
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆14Updated last year
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆20Updated 11 months ago
- 一种新的用于噪声干扰下刀具的无监督异常检测方法☆20Updated last year
- Official implementation of methods from the paper SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemica…☆24Updated last year
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆42Updated 2 years ago
- ☆16Updated last year
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆12Updated 4 months ago
- Condition Based Maintenance Fault Database for Testing of Diagnostic and Prognostics Algorithms☆16Updated 5 months ago
- ☆21Updated 2 years ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆30Updated 11 months ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Updated 3 years ago
- The code for paper "Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection"☆20Updated 2 years ago
- ☆12Updated 5 months ago
- MSTDA☆11Updated 6 months ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆28Updated 4 months ago
- The code of our work “Mixed attention network for source-free domain adaptation in bearing fault diagnosis”.☆7Updated 11 months ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆27Updated last year
- 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☆36Updated last year
- Code for paper being submitted☆14Updated last month
- DMsrTTLN code☆17Updated 8 months ago
- ☆21Updated this week
- We propose a novel semi-supervised learning framework for fault diagnosis in scenarios with limited labeled data, using a Multiscale and …☆11Updated 5 months ago
- ☆11Updated 4 years ago
- 机器学习背景下旋转机械振动信号故障诊断是否需要信号预处理——使 用CWRU数据的一次尝试 Whether signal preprocessing is needed for fault diagnosis of rotating machinery vibration s…☆19Updated last year
- This repository has open-sourced a dataset of motor failure, including vibration signals and audio signals.(实验室自采多模态电机故障数据,振动信号+声音信号)☆18Updated 9 months ago
- A transfer learning model CoDats applied to fault diagnosis problem☆15Updated 3 years ago
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆25Updated 11 months ago