liguge / GTFENet_pytorchView external linksLinks
GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis
☆40Mar 27, 2023Updated 2 years ago
Alternatives and similar repositories for GTFENet_pytorch
Users that are interested in GTFENet_pytorch are comparing it to the libraries listed below
Sorting:
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆34Oct 19, 2023Updated 2 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆44Jul 27, 2023Updated 2 years ago
- ☆73Jan 9, 2024Updated 2 years ago
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆23Apr 28, 2023Updated 2 years ago
- Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance ev…☆33Nov 1, 2025Updated 3 months ago
- Hierarchical diagnosis of bearing faults using branch convolutional neural network considering noise interference and variable working co…☆26Nov 20, 2022Updated 3 years ago
- Code for paper being submitted☆14Jul 9, 2025Updated 7 months ago
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆31Sep 26, 2023Updated 2 years ago
- Siamese-based ConviMixer combined with few-shot learning for classification under limited data☆27Feb 17, 2024Updated last year
- 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)☆68Jun 10, 2025Updated 8 months ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆61Dec 1, 2021Updated 4 years ago
- ☆47Apr 25, 2022Updated 3 years ago
- A Dual-View Network For Imbalanced Fault Diagnosis of Rotating Machinery☆11Aug 29, 2023Updated 2 years ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆109Mar 17, 2024Updated last year
- ☆22Nov 23, 2022Updated 3 years ago
- ☆119Aug 27, 2024Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆97Apr 24, 2025Updated 9 months ago
- ☆39Feb 19, 2024Updated last year
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆28Jul 10, 2024Updated last year
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆46Oct 31, 2022Updated 3 years ago
- The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-obj…☆25Dec 6, 2023Updated 2 years ago
- ☆14May 26, 2022Updated 3 years ago
- multi-source domain graph convolution networks (Fault and Abnormal Vibration Diagnosis)☆12Mar 29, 2022Updated 3 years ago
- An Explainable Neural Network for Fault Diagnosis With a Frequency Activation Map☆14Dec 30, 2021Updated 4 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆61Apr 14, 2022Updated 3 years ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated 9 months ago
- ☆16May 20, 2024Updated last year
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆51Jul 6, 2022Updated 3 years 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)☆36Jan 30, 2026Updated 2 weeks ago
- Vibrational Analysis for CWRU Bearing Dataset☆33Nov 28, 2022Updated 3 years ago
- Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant…☆19Sep 11, 2023Updated 2 years ago
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆18Jul 30, 2024Updated last year
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆16Apr 3, 2024Updated last year
- The implementation of ACGAN-FG for zero-shot fault diagnosis (Ongoing update)☆18Jun 27, 2025Updated 7 months ago
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆19Oct 10, 2025Updated 4 months ago
- Implementation of the mechanical fault diagnosis method using model agnostic meta-learning (MAML)☆34Mar 27, 2023Updated 2 years ago
- This is the code of paper "A Label Information Vector Generative Zero-shot Model for the Diagnosis of Compound Faults"☆16Jun 15, 2023Updated 2 years ago
- 基于注意力机制的少量样本故障诊断 pytorch☆274Jun 26, 2025Updated 7 months ago
- 基于图神经网络的机械故障诊断☆107Feb 27, 2024Updated last year