tinglixie / msf-rescnn-fd
code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"
☆30Updated 2 years ago
Alternatives and similar repositories for msf-rescnn-fd:
Users that are interested in msf-rescnn-fd are comparing it to the libraries listed below
- 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☆33Updated last year
- Source codes for the paper "Fast Sparsity-Assisted Signal Decomposition with Non-Convex Enhancement for Bearing Fault Diagnosis"☆42Updated 3 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆32Updated last year
- ☆18Updated 2 years ago
- ☆31Updated 2 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆65Updated 9 months ago
- Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance ev…☆23Updated last year
- ☆20Updated 2 years ago
- code for DFAWnet☆31Updated last year
- 基于深度学习的机械故障诊断☆30Updated 11 months ago
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆21Updated last year
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆34Updated 2 years ago
- Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data☆43Updated 10 months ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆33Updated 2 years ago
- ☆11Updated 3 years ago
- MATLAB codes for "Frequency Estimation of Vibration Signals: A Subspace Approach for Bearing Fault Diagnosis"☆23Updated last month
- ☆29Updated last year
- We propose a novel semi-supervised learning framework for fault diagnosis in scenarios with limited labeled data, using a Multiscale and …☆11Updated 2 months ago
- ☆22Updated last year
- ☆13Updated 2 years ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆18Updated last year
- Produce an example using LSTM to predict remaining useful life of machinery☆14Updated last year
- Source codes for paper "A weighted multi-scale dictionary learning model and its applications on bearing fault diagnosis"☆40Updated 4 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆39Updated last year
- 机械故障诊断公开数据集☆45Updated last year
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆27Updated 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)☆15Updated 6 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆24Updated this week
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆22Updated last year
- 一种用于复杂工况机械故障检测的GNN方法☆43Updated last year