CHAOZHAO-1 / LLM-based-PHMLinks
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)
☆141Updated last 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
Sorting:
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆83Updated 7 months ago
- Awsome-Multi-modal-based PHM （基于多模态的故障诊断和预测）☆92Updated 5 months ago
- 用于预测性维护与健康管理的大型语言模型（故障诊断大模型；剩余使用寿命预测大模型）☆89Updated this week
- 分享的所有数据集均为开源的PHM（Prognostics and Health Management）数据，涵盖故障诊断、健康评估和寿命预测等领域。☆227Updated last year
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障…☆76Updated 5 months ago
- ☆40Updated 5 months ago
- A Unified Framework for Prognostics and Health Management (PHM) Tasks, enabling streamlined execution of key tasks such as Remaining Usef…☆45Updated last month
- ☆87Updated 3 years ago
- 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 ）☆90Updated 6 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)☆32Updated 2 months ago
- A benchmark fault diagnosis dataset comprises vibration data collected from a gearbox under variable working conditions with intentionall…☆67Updated last week
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆94Updated 3 years ago
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆113Updated 11 months ago
- 基于深度学习的机械故障诊断☆37Updated last year
- 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.☆25Updated 9 months ago
- This is a reposotory that includes paper、code and datasets about domain generalization-based fault diagnosis and prognosis. (基于领域泛化的故障诊断和…☆358Updated 5 months ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆80Updated 2 years ago
- 一种轻量化故障诊断框架——LiConvFormer☆129Updated 11 months ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆40Updated last year
- WT-planetary-gearbox-datasets☆81Updated 2 months ago
- [IEEE TIM] This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Dist…☆125Updated 10 months ago
- FD-MVLLM: Fault Diagnosis Based on Multimodal Vibration Data and Large Language Model for Bearing☆35Updated this week
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆35Updated last week
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆34Updated 2 years ago
- SDUST dataset for fault diagnosis pulished by Shandong University of Science and Technology☆32Updated last year
- This is a dataset of inter-shaft bearing based on the vibration signal of rotors and casings, which comes from a aero-engine test with in…☆93Updated last year
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆41Updated 7 months ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆57Updated last year
- ☆65Updated 5 years ago
- ☆34Updated 3 years ago