CHAOZHAO-1 / Awsome-Multi-modal-based-PHMLinks
Awsome-Multi-modal-based PHM (基于多模态的故障诊断和预测)
☆93Updated 6 months ago
Alternatives and similar repositories for Awsome-Multi-modal-based-PHM
Users that are interested in Awsome-Multi-modal-based-PHM are comparing it to the libraries listed below
Sorting:
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.(30余个开源故障…☆85Updated 6 months ago
- 一种轻量化故障诊断框架——LiConvFormer☆141Updated 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)☆95Updated 7 months ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆107Updated last year
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆42Updated last year
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆86Updated 8 months ago
- This is a benckmark for domain generalization-based fault diagnosis (基于领域泛化的相关代码)☆116Updated last year
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆69Updated last year
- Code sharing of fault diagnosis papers.☆57Updated 2 years ago
- The intelligent fault diagnosis of HNU IDG☆119Updated 3 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆96Updated 3 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆49Updated 10 months ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆95Updated 8 months ago
- A few shot learning repository for bearing fault diagnosis.☆103Updated 2 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆33Updated 2 years ago
- ☆89Updated 3 years ago
- WT-planetary-gearbox-datasets☆82Updated 2 months ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆62Updated 10 months ago
- Using transformer to realize Bearing Fault Diagnosis☆69Updated 2 years ago
- [IEEE TIM] This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Dist…☆129Updated 11 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)☆32Updated 8 months ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆88Updated 10 months ago
- 基于深度学习的机械故障诊断☆38Updated last year
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆190Updated 4 years ago
- Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing☆49Updated last year
- 基于图神经网络的机械故障诊断☆105Updated last year
- 一种用于复杂工况机械故障检测的GNN方法☆52Updated 2 years ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆32Updated 2 years ago
- A Unified Framework for Prognostics and Health Management (PHM) Tasks, enabling streamlined execution of key tasks such as Remaining Usef…☆48Updated last month
- 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