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)
☆75Updated last month
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…☆30Updated last month
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆94Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆110Updated 7 months ago
- Code sharing of fault diagnosis papers.☆51Updated 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)☆72Updated 2 months ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆81Updated 3 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆43Updated 5 months ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆34Updated last year
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆64Updated last year
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆59Updated 5 months ago
- This is a benckmark for domain generalization-based fault diagnosis (基于领域泛化的相关代码)☆95Updated 7 months ago
- A few shot learning repository for bearing fault diagnosis.☆96Updated 2 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆29Updated last year
- 一种用于复杂工况机械故障检测的GNN方法☆46Updated last year
- A benchmark fault diagnosis dataset comprises vibration data collected from a gearbox under variable working conditions with intentionall…☆52Updated 5 months ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆42Updated 2 years ago
- The intelligent fault diagnosis of HNU IDG☆106Updated 2 years ago
- WT-planetary-gearbox-datasets☆68Updated last year
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆93Updated 3 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆55Updated 3 years ago
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆67Updated 3 months ago
- Using transformer to realize Bearing Fault Diagnosis☆66Updated 2 years ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆133Updated 4 months ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆60Updated 3 years ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆30Updated 2 years ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆18Updated last year
- The intelligent fault diagnosis methods of HNU IDG☆69Updated 2 years ago
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆26Updated last year
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆35Updated 2 years ago
- 一种新的基于动态图注意力网络和标签传播策略的半监督故障诊断方法☆36Updated 2 years ago