Bayesian Neural Networks to predict RUL on N-CMAPSS
☆24Sep 26, 2022Updated 4 years ago
Alternatives and similar repositories for bayesrul
Users that are interested in bayesrul are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Bayesian Deep Learning for Remaining Useful Life Estimation of Machine Tool Components☆16Apr 26, 2022Updated 4 years ago
- N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)☆124Apr 13, 2023Updated 3 years ago
- Remaining useful life prediction for N-CMAPSS dataset☆20Mar 11, 2022Updated 4 years ago
- Estimating Remaining Useful Life of a Turbofan Jet Engine using NCMAPSS dataset☆46Apr 15, 2023Updated 3 years ago
- Source code of the paper "A stacked DCNN to predict the RUL of a turbofan engine", third place ranked in the PHM21 data challenge.☆85Apr 2, 2023Updated 3 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.
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆72Feb 18, 2023Updated 3 years ago
- Application of Transfer Learning for RUL Prediction☆31Apr 12, 2021Updated 5 years ago
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆24May 9, 2022Updated 4 years ago
- Contains code to compare several health index construction methods using run-to-failure bearing dataset☆29Oct 28, 2022Updated 4 years ago
- Code for "Interpretable Prognostics with Concept Bottleneck Models" (Information Fusion 2025)☆15Jun 27, 2025Updated last year
- Multi-Objective Optimization of ELM for RUL Prediction☆15Jun 1, 2022Updated 4 years ago
- ☆67Nov 30, 2020Updated 5 years ago
- Modelica models presented in a paper of the 2018 American Modelica Conference for the paper "Coalesced Gas Turbine and Power System Model…☆12May 11, 2022Updated 4 years ago
- [TIM-25] Evidential Domain Adaptation for Remaining Useful Life Prediction with Incomplete Degradation☆17Sep 30, 2026Updated last month
- 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.
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆29Oct 17, 2023Updated 3 years ago
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆21Feb 12, 2023Updated 3 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆52May 30, 2022Updated 4 years ago
- ☆17Oct 3, 2021Updated 5 years ago
- Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks☆124Jul 20, 2022Updated 4 years ago
- Official implementation of https://arxiv.org/abs/1911.06256. Bayesian and frequentist deep learning models for remaining useful life (RUL…☆21Nov 15, 2019Updated 6 years 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
- 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
- Companion repository for the paper "Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision"…☆28Jan 27, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆147Nov 6, 2020Updated 6 years ago
- A data-driven framework was developed to predict and optimize the pressure-surface film cooling effectiveness of the GE-EEE first-stage t…☆12Apr 15, 2024Updated 2 years ago
- Open-source turbofan architecting benchmark problem☆19Feb 12, 2026Updated 8 months ago
- A PyTorch implimentation of a conditional Dynamical Variational Autoencoder for remaining useful life estimation☆13Sep 20, 2023Updated 3 years ago
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆21Jun 15, 2021Updated 5 years ago
- Official PyTorch implementation for AdaMamba: Adaptive Frequency-Gated Mamba for Long-Term Time Series Forecasting☆13May 5, 2026Updated 6 months ago
- ☆59Mar 24, 2023Updated 3 years ago
- Remaining useful life prediction by Transformer-based Model☆60Aug 19, 2022Updated 4 years ago
- MATLAB codes for "Frequency Estimation of Vibration Signals: A Subspace Approach for Bearing Fault Diagnosis"☆31Jan 5, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This code is for paper "KDnet-RUL: A knowledge distillation framework to compress deep neural networks for machine remaining learning use…☆18Mar 24, 2023Updated 3 years 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
- remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, con…☆26Oct 29, 2026Updated last week
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆56Nov 10, 2021Updated 4 years ago
- ☆42Jan 3, 2024Updated 2 years ago
- given run to failure measurements of various sensors on a sample of similar jet engines, estimate the remaining useful life (RUL) of a ne…☆69Aug 28, 2019Updated 7 years ago
- Proposed ATS2S model for C-MAPSS dataset.☆16Jan 13, 2022Updated 4 years ago