phoenixdyf / Opensource_Dataset_Compilation_for_PHMLinks
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。
☆216Updated last year
Alternatives and similar repositories for Opensource_Dataset_Compilation_for_PHM
Users that are interested in Opensource_Dataset_Compilation_for_PHM are comparing it to the libraries listed below
Sorting:
- 智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）☆416Updated 5 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…☆350Updated 4 months ago
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障…☆66Updated 4 months ago
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆297Updated 2 years ago
- A transfer learning fault diagnosis repository covering popular algorithms☆318Updated last year
- 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）☆83Updated 2 weeks ago
- Awsome-Multi-modal-based PHM （基于多模态的故障诊断和预测）☆90Updated 4 months ago
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆81Updated 7 months ago
- Bearing fault diagnosis model based on MCNN-LSTM☆390Updated 2 years ago
- ☆86Updated 3 years ago
- 基于注意力机制的少量样本故障诊断 pytorch☆257Updated 4 months ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆183Updated 4 years ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆142Updated 7 months ago
- 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…☆90Updated last year
- 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)☆128Updated 2 weeks ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆363Updated 3 years ago
- Using transformer to realize Bearing Fault Diagnosis☆66Updated 2 years ago
- : Faulty and healthy gear box Data sets need to be analyzed in detail. Here, we created this dataset for those who do research in wind tu…☆60Updated 7 years ago
- ☆87Updated 3 years ago
- ☆110Updated last year
- ☆112Updated 3 years ago
- The intelligent fault diagnosis of HNU IDG☆117Updated 3 years ago
- A few shot learning repository for bearing fault diagnosis.☆101Updated 2 years ago
- ☆73Updated last year
- to prediction the remain useful life of bearing based on 2012 PHM data☆301Updated 4 years ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆66Updated last year
- 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）☆88Updated 5 months ago
- The intelligent fault diagnosis methods of HNU IDG☆71Updated 3 years ago
- 1DCNN Fault Detection（1DCNN的轴承故障诊断）☆185Updated 3 years ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆102Updated last year