☆54May 28, 2020Updated 5 years ago
Alternatives and similar repositories for xjtu-sy-bearing-datasets
Users that are interested in xjtu-sy-bearing-datasets are comparing it to the libraries listed below
Sorting:
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 4 years ago
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆37Oct 9, 2023Updated 2 years ago
- Code for: RULSurv: A probabilistic survival-based method for early censoring-aware prediction of remaining useful life in ball bearings (…☆21Jan 16, 2026Updated last month
- ☆33Aug 24, 2023Updated 2 years ago
- A collection of datasets for RUL estimation as Lightning Data Modules.☆53May 23, 2024Updated last year
- Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute☆155Jan 9, 2020Updated 6 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆46May 30, 2022Updated 3 years ago
- ☆72Jan 17, 2021Updated 5 years ago
- Code and supplementary material for ICPHM2020☆27Jun 24, 2020Updated 5 years ago
- Remaining Useful Life prediction of machinery using a novel data wrangling method and CNN-LSTM network for prediction☆28Jan 31, 2020Updated 6 years ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆83Jun 19, 2023Updated 2 years ago
- Awsome-Multi-modal-based PHM (基于多模态的故障诊断和预测)☆95Jun 28, 2025Updated 8 months ago
- 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
- to prediction the remain useful life of bearing based on 2012 PHM data☆310Jan 17, 2021Updated 5 years ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆38Dec 2, 2025Updated 3 months ago
- [IEEE TKDE] DASVDD: Deep Autoencoding Support Vector Data Descriptor for Anomaly Detection☆16Apr 15, 2023Updated 2 years ago
- ☆16Aug 11, 2022Updated 3 years ago
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆25Nov 25, 2024Updated last year
- WT-planetary-gearbox-datasets☆86Oct 9, 2025Updated 5 months ago
- This repository contains PyTorch implementation of the following paper: SAGAN: SKIP-ATTENTION GAN FOR ANOMALY DETECTION.☆16Nov 1, 2022Updated 3 years ago
- Data sets on prognosis and health management(PHM相关数据集)☆21Apr 30, 2020Updated 5 years ago
- The code for paper "Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection"☆21Mar 28, 2023Updated 2 years ago
- Spectral Normalization and Projection Discriminator☆18Nov 13, 2018Updated 7 years ago
- Remaining useful life prediction by Transformer-based Model☆54Aug 19, 2022Updated 3 years ago
- ☆24Jun 3, 2023Updated 2 years ago
- The bearing fault data set collected by Jiangnan University.☆35Apr 4, 2023Updated 2 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆100Aug 13, 2019Updated 6 years ago
- Early access articles, Journals, and Conferences☆28Apr 26, 2021Updated 4 years ago
- Adversarial Weighting for Domain Adaptation in Regression☆24Jun 1, 2022Updated 3 years ago
- Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).☆172Mar 17, 2023Updated 2 years ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆30Jul 9, 2025Updated 8 months ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆201Apr 6, 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)☆33Apr 21, 2025Updated 10 months ago
- 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
- The implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆27Mar 4, 2025Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆149Dec 24, 2024Updated last year
- 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。☆253Jun 12, 2024Updated last year
- Software Development Kit (SDK) for Smart Pendant Extensions☆17Mar 3, 2026Updated last week
- Compile-time string processing utilities, with TypeName resolution and built-in file path manipulation☆14Feb 23, 2026Updated 2 weeks ago