LeeJMJM / PMR
Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis
☆11Updated last week
Alternatives and similar repositories for PMR:
Users that are interested in PMR are comparing it to the libraries listed below
- We propose a novel semi-supervised learning framework for fault diagnosis in scenarios with limited labeled data, using a Multiscale and …☆11Updated 4 months ago
- Code for paper: Scale-information fused correntropy representation for mechanical fault diagnosis under time-varying conditions☆14Updated 7 months ago
- This repository contains the implementation of the model for bearing fault diagnosis，also includes five comparison models for performance…☆11Updated 3 weeks ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆11Updated 3 months ago
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆14Updated last year
- Python code for TCTL method☆11Updated 9 months ago
- The code of our work “Mixed attention network for source-free domain adaptation in bearing fault diagnosis”.☆7Updated 10 months ago
- Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery☆8Updated last year
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆19Updated 2 months ago
- Produce an example using LSTM to predict remaining useful life of machinery☆15Updated last year
- ☆11Updated 3 years ago
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆17Updated 11 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
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆19Updated 2 years ago
- ☆20Updated 2 years ago
- ☆21Updated 2 years ago
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆32Updated 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 is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆13Updated 4 months ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆11Updated 3 years ago
- DMsrTTLN code☆17Updated 7 months 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☆34Updated last year
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆17Updated last year
- This study proposes a high-precision multisensor feature fusion fault diagnosis method. The method is based on the lightweight spatial en…☆10Updated 3 months ago
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆13Updated 8 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆25Updated last month
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆12Updated 10 months ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆26Updated 10 months ago
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆11Updated last year
- 论文《基于机理模型的旋转机械领域自适应故障诊断》验证案例的代码和数据☆9Updated 4 years ago