DABINB / CSST-NetLinks
This study proposes a high-precision multisensor feature fusion fault diagnosis method. The method is based on the lightweight spatial enhancement convolutional module (SConv) with channel shuffling and combined with vision transformer (CSST-Net).
☆14Updated 8 months ago
Alternatives and similar repositories for CSST-Net
Users that are interested in CSST-Net are comparing it to the libraries listed below
Sorting:
- ☆14Updated 3 months ago
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆21Updated 2 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆35Updated 2 years ago
- 基于深度学习的机械故障诊断☆35Updated last year
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆37Updated 2 years ago
- This repository contains the implementation of the model for bearing fault diagnosis,also includes five comparison models for performance…☆18Updated 5 months ago
- ☆33Updated 2 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆80Updated 4 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆42Updated 2 years ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆31Updated 6 months ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆19Updated last year
- ☆45Updated 5 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆43Updated 6 months ago
- code for DFAWnet☆36Updated 2 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☆35Updated 2 years ago
- 一种用于复杂工况机械故障检测的GNN方法☆47Updated 2 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆59Updated 6 months ago
- Capsule network for fault diagnosis (胶囊网络用于故障诊断)☆31Updated 2 years ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆29Updated last year
- Code sharing of fault diagnosis papers.☆51Updated last year
- ☆20Updated 2 years ago
- ☆38Updated last year
- ☆23Updated 2 years ago
- A supervised contrastive learning method based on online complement strategy for long-tailed fine-grained fault diagnosis☆10Updated 7 months ago
- 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)☆22Updated last year
- ☆13Updated last year
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆30Updated last year
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆18Updated last year
- A Multi-source Cross-speed Bearing Fault Diagnosis Method☆12Updated 7 months ago
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆27Updated last year