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。
☆152Updated 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)☆376Updated last week
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.(30余个开源故障…☆16Updated 6 months ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆159Updated 4 years ago
- Using transformer to realize Bearing Fault Diagnosis☆64Updated 2 years ago
- A transfer learning fault diagnosis repository covering popular algorithms☆268Updated 10 months ago
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆278Updated 2 years ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆128Updated 2 months ago
- 一种轻量化故障诊断框架——LiConvFormer☆106Updated 6 months ago
- 基于注意力机制的少量样本故障诊断 pytorch☆234Updated this week
- 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…☆300Updated last week
- ☆97Updated 10 months ago
- ☆86Updated 3 years ago
- Bearing fault diagnosis model based on MCNN-LSTM☆343Updated last year
- The intelligent fault diagnosis of HNU IDG☆103Updated 2 years ago
- ☆106Updated 2 years 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…☆85Updated last year
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆62Updated 2 months ago
- Awsome-Multi-modal-based PHM (基于多模态的故障诊断和预测)☆69Updated 2 months ago
- A few shot learning repository for bearing fault diagnosis.☆91Updated last year
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆103Updated 6 months ago
- ☆98Updated 2 years ago
- 基于图神经网络的机械故障诊断☆97Updated last year
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆167Updated last year
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆61Updated 10 months ago
- zggg1p / A-Domain-Adaption-Transfer-Learning-Bearing-Fault-Diagnosis-Model-Based-on-Wide-Convolution-Deep-NeuInspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆124Updated 3 months ago
- ☆59Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆79Updated 2 months ago
- 1DCNN Fault Detection(1DCNN的轴承故障诊断)☆169Updated 3 years ago
- ☆66Updated 4 years ago
- The intelligent fault diagnosis methods of HNU IDG☆68Updated 2 years ago