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）
☆90Updated 4 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…☆66Updated 4 months 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
- 一种轻量化故障诊断框架——LiConvFormer☆122Updated 10 months 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）☆88Updated 5 months ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆40Updated last year
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆81Updated 7 months ago
- Code sharing of fault diagnosis papers.☆51Updated last year
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆111Updated 11 months ago
- A few shot learning repository for bearing fault diagnosis.☆101Updated 2 years ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆66Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆32Updated 2 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆94Updated 3 years ago
- The intelligent fault diagnosis of HNU IDG☆117Updated 3 years 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）☆31Updated 6 months ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆92Updated 6 months ago
- [IEEE TIM] This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Dist…☆124Updated 10 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆46Updated 8 months 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
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆39Updated 2 years ago
- 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
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆45Updated 3 years ago
- ☆86Updated 3 years ago
- A benchmark fault diagnosis dataset comprises vibration data collected from a gearbox under variable working conditions with intentionall…☆63Updated last month
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆56Updated 4 years ago
- WT-planetary-gearbox-datasets☆81Updated last month
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆115Updated 11 months ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆62Updated 8 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)☆30Updated last month
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆183Updated 4 years ago
- Using transformer to realize Bearing Fault Diagnosis☆66Updated 2 years ago