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。
☆261Jun 12, 2024Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）☆444Mar 6, 2026Updated 3 weeks 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…☆398Jun 28, 2025Updated 8 months ago
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆28Nov 25, 2024Updated last year
- 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）☆34Updated this week
- 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）☆104Mar 18, 2026Updated last week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆1,157May 29, 2025Updated 9 months ago
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆105Apr 12, 2025Updated 11 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…☆118Jun 24, 2025Updated 9 months ago
- 一种轻量化故障诊断框架——LiConvFormer☆155Dec 24, 2024Updated last year
- We have developed an innovative deep learning model, PSECNet, for the prediction of bearing Remaining Useful Life (RUL) on the IEEE 2012 …☆30Jul 7, 2024Updated last year
- ☆91May 29, 2022Updated 3 years ago
- Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction☆481Mar 24, 2021Updated 5 years ago
- The intelligent fault diagnosis of HNU IDG☆124Nov 9, 2022Updated 3 years 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）☆106Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Unified PHM framework for Remaining Useful Life (RUL) prediction, fault diagnosis, fault detection, and anomaly detection for bearings, t…☆64Nov 2, 2025Updated 4 months 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)☆178Mar 17, 2026Updated last week
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆38Dec 2, 2025Updated 3 months ago
- An awesome list of papers on remaining useful life (RUL) prediction from arXiv☆19Jun 12, 2025Updated 9 months ago
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆130Dec 13, 2024Updated last year
- The library `phmd` is designed to facilitate access to datasets in the context of industrial prognosis and health management (PHM)☆19Aug 6, 2025Updated 7 months ago
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆527Mar 1, 2022Updated 4 years ago
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆20Jul 12, 2025Updated 8 months ago
- A benchmark fault diagnosis dataset comprises vibration data collected from a gearbox under variable working conditions with intentionall…☆88Nov 26, 2025Updated 4 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆561Oct 10, 2024Updated last year
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆751Nov 20, 2021Updated 4 years ago
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆11Apr 13, 2024Updated last year
- 关于异常监测、故障诊断等等自己整理的代码☆34Nov 29, 2023Updated 2 years ago
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆26May 26, 2024Updated last year
- Bearing fault diagnosis model based on MCNN-LSTM☆419Jul 20, 2023Updated 2 years ago
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆54Nov 10, 2021Updated 4 years ago
- [IEEE TIM] This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Dist…☆138Jan 15, 2025Updated last year
- ACAN: A Plug-and-Play Adaptive Center-Aligned Network for Unsupervised Domain Adaptation☆21Sep 12, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- seanlau-flair / unsupervised-remaining-useful-life-prediction-for-bearings-with-virtual-health-index☆10Dec 8, 2022Updated 3 years ago
- case study for remaining useful life estimation☆35Apr 15, 2024Updated last year
- Remain useful life prediction of rolling bearing.☆59Oct 30, 2020Updated 5 years ago
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆320Jan 31, 2023Updated 3 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆202Apr 6, 2024Updated last year
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆22Jun 15, 2021Updated 4 years ago
- Contains code to compare several health index construction methods using run-to-failure bearing dataset☆28Oct 28, 2022Updated 3 years ago