sxycchb / Transformer_BearingFaultDiagnosis-master
☆13Updated last year
Alternatives and similar repositories for Transformer_BearingFaultDiagnosis-master
Users that are interested in Transformer_BearingFaultDiagnosis-master are comparing it to the libraries listed below
Sorting:
- Using transformer to realize Bearing Fault Diagnosis☆62Updated 2 years ago
- This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Distance Metric…☆10Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆101Updated 4 months ago
- ☆95Updated 2 years ago
- 轴承故障诊断☆86Updated 2 years ago
- 基于小波时频图与 Swin Transformer 的轴承故障诊断方法☆39Updated last year
- Transfer learning☆50Updated 3 years ago
- 基于Laplace小波卷积和BiGRU的少量样本故障诊断方法 (Small sample fault diagnosis based on Laplace wavelet convolution and BiGRU)☆52Updated 2 years ago
- Bearing Fault Diagnosis By CNN、LSTM+CNN、GRU+CNN、SelfAttention+CNN☆26Updated 5 months ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆18Updated last year
- A few shot learning repository for bearing fault diagnosis.☆87Updated last year
- The intelligent fault diagnosis of HNU IDG☆97Updated 2 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆28Updated last year
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆35Updated 2 years ago
- ☆45Updated 3 years ago
- 基于深度学习的机械设备故障诊断方法研究☆37Updated 2 years ago
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆14Updated last year
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆56Updated 2 months ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆75Updated 3 weeks ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆42Updated last year
- Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing☆38Updated 11 months ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆38Updated 2 years ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆33Updated 2 years ago
- Remain useful life prediction of rolling bearing.☆57Updated 4 years ago
- 基于迁移学习DANN模型,对不同工况轴承进行故障诊断☆41Updated 3 years ago
- 这是一个首层卷积为宽卷积的深度神经网络Deep Convolutional Neural Networks with Wide First-layer Kernels (WDCNN)的实现,该模型具有优越的抗噪能力,可用于轴承的智能故障诊断。☆45Updated 2 years ago
- 机械故障诊断公开数据集☆53Updated last year
- ☆24Updated 4 years ago
- case study for remaining useful life estimation☆30Updated last year
- 基于深度学习的机械故障诊断☆33Updated last year