CHAOZHAO-1 / LLM-based-PHM
This is a reposotory that includes paper about LLM-based fault diagnosis and prognosis. (基于大模型的故障诊断和预测,持续更新)
☆43Updated this week
Alternatives and similar repositories for LLM-based-PHM:
Users that are interested in LLM-based-PHM are comparing it to the libraries listed below
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆43Updated 2 weeks ago
- Awsome-Multi-modal-based PHM (基于多模态的故障诊断和预测)☆52Updated 11 months ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆19Updated 2 months ago
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆20Updated 10 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆40Updated last month
- This reposotory release a bearing failure dataset, which can support intelliegnt fault diagnosis research(实验室自采轴承开源数据集,包含稳定转速和时变转速)☆55Updated 2 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆25Updated last month
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆21Updated last year
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆25Updated 9 months ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆29Updated last month
- ☆30Updated last year
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆26Updated last year
- ☆42Updated this week
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆26Updated 10 months ago
- TL-UESTC / Privacy-Preserving-Adaptive-Remaining-Useful-Life-Prediction-via-Source-Free-Domain-AdaptionThe implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆22Updated 3 weeks ago
- ☆19Updated 3 months ago
- This reposotory release a gearbox failure dataset, which can support intelliegnt fault diagnosis research(实验室自采齿轮箱开源数据集,包含稳定转速和时变转速)☆20Updated 9 months ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆52Updated last month
- 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
- The code of our work “Mixed attention network for source-free domain adaptation in bearing fault diagnosis”.☆7Updated 10 months ago
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆17Updated 11 months ago
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆14Updated 10 months ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆22Updated last year
- 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
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆73Updated last year
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆81Updated last year
- This is a benckmark for domain generalization-based fault diagnosis (基于领域泛化的相关代码)☆81Updated 3 months ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆54Updated 8 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆28Updated last year
- 基于深度学习的机械故障诊断☆31Updated last year