Code for the paper “Bearing Remaining Useful Life Prediction Method Based on Cross-Dimensional Dual-Temporal Attention Fusion (CBFAN)”, including STFT time–frequency features, GSCA & MBCAF modules, Transformer encoder, and experiments on the IEEE PHM 2012 bearing dataset.
☆20Nov 30, 2025Updated 10 months ago
Alternatives and similar repositories for CBFAN-Bearing-RUL-Prediction
Users that are interested in CBFAN-Bearing-RUL-Prediction 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
- 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 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
- 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
- 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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
- implementation of WaveRoRa: Wavelet Rotary Router Attention for Multivariate Time Series Forecasting☆10Jun 16, 2025Updated last year
- Prediction of the remaining useful life of rolling bearings（PHM2012）☆18Apr 29, 2025Updated last year
- This repository contains the implementation of the model for bearing fault diagnosis，also includes five comparison models for performance…☆28Mar 7, 2025Updated last year
- [JAS-26] Deep Domain Adaptation for Turbofan Engine Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends☆14Jan 19, 2026Updated 9 months ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆44Dec 2, 2025Updated 10 months ago
- 3 DoFs dynamic model of deep groove ball bearing on x, y and z rotation with outer ring fault.☆24May 16, 2025Updated last year
- This is the repository for my bachelor thesis on predicting Remaining Useful Lifetime of bearings.☆14Jul 19, 2024Updated 2 years ago
- An AI-based system utilizing Graph Neural Networks (GNNs) for real-time anomaly detection and fault diagnosis in spacecraft engines. It c…☆17Nov 4, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [TIM-25] Evidential Domain Adaptation for Remaining Useful Life Prediction with Incomplete Degradation☆17Sep 30, 2026Updated 3 weeks ago
- A new probabilistic wind speed prediction method, called Shared Weight Long Short-Term Memory Network combined with Gaussian Process Regr…☆13Nov 17, 2019Updated 6 years ago
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆19Mar 7, 2025Updated last year
- 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
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆17Feb 9, 2025Updated last year
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆39Oct 9, 2023Updated 3 years ago
- ☆17Apr 10, 2021Updated 5 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
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆69Feb 18, 2023Updated 3 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.
- A collection of unsupervised domain adaption algorithms for RUL estimation.☆45Apr 22, 2024Updated 2 years ago
- ☆64Jan 18, 2026Updated 9 months ago
- this repo use to simulate Joint optimization decision of condition-based maintenance and spare parts inventory☆10Nov 14, 2021Updated 4 years ago
- A Novel Patch-Based Transformer for Accurate Remaining Useful Life Prediction of Lithium-Ion Batteries☆45Mar 17, 2026Updated 7 months ago
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆55Nov 10, 2021Updated 4 years ago
- Leveraging multiple deep learning models for fault diagnosis☆55Dec 22, 2025Updated 10 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆54Feb 26, 2025Updated last year
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆33Mar 23, 2023Updated 3 years ago
- Short-term Air Quality Prediction Based on EMD-Transformer-BiLSTM☆49Mar 3, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Turtle projects☆27Jul 25, 2022Updated 4 years ago
- Python library for training, evaluating, using deep learning for industrial monitoring tasks.☆10Sep 26, 2024Updated 2 years ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆95Jun 19, 2023Updated 3 years ago
- Contains code to compare several health index construction methods using run-to-failure bearing dataset☆29Oct 28, 2022Updated 4 years ago
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆35Nov 26, 2025Updated 11 months ago
- Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent☆30Feb 5, 2024Updated 2 years ago
- ☆12Apr 16, 2025Updated last year