A fault diagnosis method for rotating machinery based on CNN with mixed information
☆34Oct 19, 2023Updated 2 years ago
Alternatives and similar repositories for MIXCNN_pytorch
Users that are interested in MIXCNN_pytorch are comparing it to the libraries listed below
Sorting:
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆40Mar 27, 2023Updated 2 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆44Jul 27, 2023Updated 2 years ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆30Aug 26, 2024Updated last year
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆18Apr 10, 2024Updated last year
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆36Feb 18, 2023Updated 3 years ago
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆19Feb 6, 2026Updated last month
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆11Aug 26, 2024Updated last year
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆44Jun 24, 2024Updated last year
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated 11 months ago
- A Dual-View Network For Imbalanced Fault Diagnosis of Rotating Machinery☆11Aug 29, 2023Updated 2 years ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Nov 24, 2023Updated 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…☆25Dec 6, 2023Updated 2 years ago
- multi-source domain graph convolution networks (Fault and Abnormal Vibration Diagnosis)☆12Mar 29, 2022Updated 3 years ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆62Dec 1, 2021Updated 4 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
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆97Apr 24, 2025Updated 10 months ago
- Code sharing of fault diagnosis papers.☆59Dec 30, 2023Updated 2 years ago
- DMsrTTLN code☆18Aug 25, 2024Updated last year
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆18Feb 29, 2024Updated 2 years ago
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆12Nov 21, 2025Updated 3 months ago
- ☆12Sep 19, 2022Updated 3 years ago
- Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors☆23Oct 29, 2022Updated 3 years ago
- DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems☆19Sep 10, 2025Updated 5 months ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆66Feb 26, 2025Updated last year
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆119Dec 14, 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
- Capsule network for fault diagnosis （胶囊网络用于故障诊断）☆34May 16, 2023Updated 2 years ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆46Oct 31, 2022Updated 3 years ago
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆20Feb 12, 2023Updated 3 years ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆62Feb 18, 2023Updated 3 years ago
- Fault detection and diagnosis for dynamic system based on GAN and independent subspace reconstruction☆12Jun 12, 2023Updated 2 years ago
- Fault Diagnosis of Wheeled Robot Based on Prior Knowledge and Spatial-temporal difference graph convolutional network☆44Apr 3, 2023Updated 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☆39May 10, 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
- ☆27Nov 7, 2024Updated last year
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆195May 6, 2021Updated 4 years ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆42May 13, 2024Updated last year
- Abdulhamid97Mousa / Bearing-Fault-Diagnosis-Method-Based-on-Spectrum-Map-Information-Fusion-and-CNNsReproduce Published Article "Bearing Fault Diagnosis Method Based on Spectrum Map Information Fusion and Convolutional Neural Network""☆24Nov 20, 2022Updated 3 years ago