Guolujiale / FP-Cyclegan
Unsupervised Feature-Preserving CycleGAN for Fault Diagnosis of Rolling Bearings using Unbalanced Infrared Thermal Imaging Sample
☆12Updated last year
Alternatives and similar repositories for FP-Cyclegan:
Users that are interested in FP-Cyclegan are comparing it to the libraries listed below
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆52Updated last month
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆17Updated last year
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆35Updated 2 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆40Updated last month
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆27Updated last month
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆25Updated 9 months ago
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆18Updated last year
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆26Updated last year
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆22Updated last year
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆33Updated 2 years ago
- Fault detection and diagnosis for dynamic system based on GAN and independent subspace reconstruction☆9Updated 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☆34Updated last year
- ☆21Updated 2 years ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆56Updated 3 years ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆37Updated 2 years ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆18Updated last year
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆13Updated 8 months ago
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆21Updated last year
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆73Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆41Updated last year
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆33Updated 3 years ago
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆12Updated 11 months ago
- A Dual-View Network For Imbalanced Fault Diagnosis of Rotating Machinery☆10Updated last year
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆55Updated 2 years ago
- ☆20Updated 2 years ago
- The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-obj…☆22Updated last year
- Python code for TCTL method☆11Updated 9 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)☆17Updated 8 months ago
- ☆16Updated last year
- ☆37Updated last year