LeeJMJM / PMR
Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis
☆12Updated 3 weeks ago
Alternatives and similar repositories for PMR
Users that are interested in PMR are comparing it to the libraries listed below
Sorting:
- We propose a novel semi-supervised learning framework for fault diagnosis in scenarios with limited labeled data, using a Multiscale and …☆11Updated 5 months ago
- Code for paper being submitted☆14Updated last month
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆12Updated 5 months ago
- Python code for TCTL method☆12Updated 10 months ago
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆14Updated last year
- ☆11Updated 11 months ago
- The code of our work “Mixed attention network for source-free domain adaptation in bearing fault diagnosis”.☆7Updated last year
- ☆11Updated last week
- This repository contains the implementation of the model for bearing fault diagnosis,also includes five comparison models for performance…☆14Updated 2 months ago
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆17Updated last year
- ☆20Updated 2 years ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆17Updated 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)☆18Updated 9 months ago
- Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery☆8Updated last year
- A Dual-View Network For Imbalanced Fault Diagnosis of Rotating Machinery☆11Updated last year
- ☆21Updated 2 years ago
- A supervised contrastive learning method based on online complement strategy for long-tailed fine-grained fault diagnosis☆10Updated 4 months ago
- ☆11Updated 4 years ago
- ☆12Updated last year
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆13Updated 11 months ago
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆14Updated 5 months ago
- Produce an example using LSTM to predict remaining useful life of machinery☆15Updated last year
- Variance discrepancy representation☆11Updated 11 months ago
- DMsrTTLN code☆17Updated 8 months ago
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆19Updated 2 years ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆29Updated 8 months ago
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆34Updated 2 years ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆31Updated last year
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆11Updated 2 weeks ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆18Updated last year