This is the repository for my bachelor thesis on predicting Remaining Useful Lifetime of bearings.
☆14Jul 19, 2024Updated 2 years ago
Alternatives and similar repositories for RULPredictionOfBearings
Users that are interested in RULPredictionOfBearings are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Mar 5, 2025Updated last year
- Deep learning models (RNN & LSTM & WaveNet) for predicting the remaining useful life of rolling element bearings using time series health…☆34Feb 28, 2025Updated 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 2 years ago
- Code for: RULSurv: A probabilistic survival-based method for early censoring-aware prediction of remaining useful life in ball bearings (…☆28Jan 16, 2026Updated 9 months ago
- seanlau-flair / unsupervised-remaining-useful-life-prediction-for-bearings-with-virtual-health-index☆10Dec 8, 2022Updated 3 years ago
- 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.
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆104Aug 13, 2019Updated 7 years ago
- Remain useful life prediction of rolling bearing.☆58Oct 30, 2020Updated 6 years ago
- ☆19Jun 20, 2022Updated 4 years ago
- Reamain Useful Life Prediction of Bearing☆13Nov 22, 2022Updated 3 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆222Apr 6, 2024Updated 2 years ago
- Code for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆26Jan 14, 2025Updated last year
- This is our implemented source code for the paper "A Bearing Fault Diagnosis Framework Based on Few-Shot Learning with Distribution Consi…☆17Jan 7, 2025Updated last year
- code of the paper "Reliability modeling and statistical analysis of accelerated degradation process with memory effects and unit-to-unit …☆13Jan 28, 2026Updated 9 months ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆328Jan 17, 2021Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code for the paper “Bearing Remaining Useful Life Prediction Method Based on Cross-Dimensional Dual-Temporal Attention Fusion (CBFAN)”, i…☆20Nov 30, 2025Updated 11 months ago
- ☆64Jan 18, 2026Updated 9 months ago
- case study for remaining useful life estimation☆35Apr 15, 2024Updated 2 years ago
- This LSTM is used to predict the rest useful lifetime of ball-bearings. Its programmed with Pytorch and uses the PRONOSTIA Dataset.☆20Nov 29, 2019Updated 6 years ago
- SQ dataset for fault diagnosis pulished by Xi'an jiaotong University☆17Oct 10, 2022Updated 4 years ago
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆15May 12, 2023Updated 3 years ago
- Fault Diagnosis of Aero-engine Inter-shaft Bearings Using a Parallel SE-Depthwise Separable Convolutional Neural Network and Transforme…☆21Oct 15, 2026Updated 2 weeks ago
- Survival Analysis with Machine Learning for Predicting Li-ion Battery Remaining Useful Life☆17May 4, 2026Updated 5 months ago
- A novel digital twin-enabled three-stage feature imputation framework for non-contact intelligent fault diagnosis☆14Jan 8, 2026Updated 9 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Unified PHM framework for Remaining Useful Life (RUL) prediction, fault diagnosis, fault detection, and anomaly detection for bearings, t…☆85Nov 2, 2025Updated 11 months ago
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆15Nov 21, 2025Updated 11 months ago
- Using LSTM to predict bearings' remaining useful life☆51Apr 30, 2021Updated 5 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆250Oct 2, 2020Updated 6 years ago
- FDS-MOMEDA: Optimization-Blind Deconvolution in Finite High-Dimensional Spaces for Extracting Pulse Signal in Rolling Bearing Fault Diagn…☆10May 29, 2024Updated 2 years ago
- Implementation for "Multi-modal cross-domain mixed fusion model with dual disentanglement for fault diagnosis under unseen working condit…☆22Jul 18, 2026Updated 3 months ago
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆33Nov 25, 2024Updated last year
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆130Apr 12, 2025Updated last year
- this repo use to simulate Joint optimization decision of condition-based maintenance and spare parts inventory☆10Nov 14, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Prediction of the remaining useful life of rolling bearings(PHM2012)☆18Apr 29, 2025Updated last year
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆44Dec 2, 2025Updated 10 months ago
- Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Spl…☆14Jan 17, 2024Updated 2 years ago
- Wide Kernel Time-Frequency Fusion (WTFF)--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- Contains code to compare several health index construction methods using run-to-failure bearing dataset☆29Oct 28, 2022Updated 4 years ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- A Multi-source Cross-speed Bearing Fault Diagnosis Method☆13Jan 7, 2025Updated last year