Polimi-YuYue / MSGPTLinks
MSGPT: LLM-based Semantic Prompt Framework under Multi-sensor Data for Mechanical Fault Diagnosis
☆16Updated 7 months ago
Alternatives and similar repositories for MSGPT
Users that are interested in MSGPT are comparing it to the libraries listed below
Sorting:
- The objective of this project is to showcase how the performance of a multi-sensor system can be improved by reducing uncertainty, improv…☆11Updated 3 years ago
- ☆18Updated last year
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆14Updated 6 months ago
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆21Updated 11 months ago
- CEEMDAN-VMD-TCN-GRU&RF model☆14Updated last year
- ☆16Updated 5 months ago
- A novel approach for Remaining Useful Life (RUL) prediction, combining meta-learning, knowledge discovery, and Physics-Informed Neural Ne…☆13Updated 6 months ago
- ☆14Updated 2 years ago
- Benmarking for GNN-based RUL prediction☆37Updated last year
- ☆13Updated 9 months ago
- Produce an example using LSTM to predict remaining useful life of machinery☆16Updated last year
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆17Updated 2 weeks ago
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆38Updated 3 years ago
- A supervised contrastive learning method based on online complement strategy for long-tailed fine-grained fault diagnosis☆10Updated 9 months ago
- Code for paper being submitted☆14Updated 3 months ago
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆16Updated last year
- This repository contains the implementation of the model for bearing fault diagnosis,also includes five comparison models for performance…☆19Updated 7 months ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆34Updated 7 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆45Updated 8 months ago
- Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis☆23Updated last month
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Updated last year
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆17Updated last year
- Benchmark code for optimizers of bearing fault diagnosis. This code provides moduled features of data download, preprocessing, training, …☆46Updated 2 years ago
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆29Updated 2 years ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆30Updated last year
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆32Updated 8 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☆36Updated 2 years ago
- Code for: A probabilistic estimation of remaining useful life from censored time-to-event data (2024)☆14Updated last month
- Python code for TCTL method☆12Updated last year
- ☆23Updated 4 years ago