liguge / xLSTM-for-intelligent-fault-diagnosis-of-rolling-bearingsLinks
xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings
☆34Updated last year
Alternatives and similar repositories for xLSTM-for-intelligent-fault-diagnosis-of-rolling-bearings
Users that are interested in xLSTM-for-intelligent-fault-diagnosis-of-rolling-bearings are comparing it to the libraries listed below
Sorting:
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆86Updated 5 months 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☆35Updated 2 years ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆38Updated last year
- Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing☆44Updated last year
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆44Updated 7 months ago
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆23Updated last year
- ☆14Updated 5 months ago
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆21Updated 2 years ago
- Code sharing of fault diagnosis papers.☆51Updated last year
- Deep learning models (RNN & LSTM & WaveNet) for predicting the remaining useful life of rolling element bearings using time series health…☆19Updated 7 months ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆37Updated 2 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆30Updated last year
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆61Updated 7 months ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Updated last year
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆64Updated 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)☆24Updated this week
- 基于深度学习的机械故障诊断☆36Updated last year
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆18Updated last year
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆38Updated 3 years ago
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆29Updated 2 years ago
- Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.☆42Updated last year
- 一种用于复杂工况机械故障检测的GNN方法☆48Updated 2 years ago
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆20Updated 10 months ago
- ☆45Updated 6 months ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆139Updated 6 months ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆30Updated last year
- MSTDA☆11Updated 11 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆32Updated 7 months ago
- code for DFAWnet☆36Updated 2 years ago
- A few shot learning repository for bearing fault diagnosis.☆100Updated 2 years ago