Adithya-Thonse / N-CMAPSS_DL
Estimating Remaining Useful Life of a Turbofan Jet Engine using NCMAPSS dataset
☆25Updated last year
Alternatives and similar repositories for N-CMAPSS_DL:
Users that are interested in N-CMAPSS_DL are comparing it to the libraries listed below
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆49Updated 8 months ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆59Updated last year
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆51Updated last year
- Remaining useful life prediction by Transformer-based Model☆46Updated 2 years ago
- Variational encoding based on factorized temporal-channel fusion and feature fusion for interpretable remaining useful life prediction☆23Updated 8 months ago
- ☆18Updated 2 years ago
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆21Updated 2 years ago
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆19Updated 3 years ago
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆31Updated last year
- Application of Transfer Learning for RUL Prediction☆25Updated 3 years ago
- Benmarking for GNN-based RUL prediction☆19Updated 4 months ago
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆35Updated last year
- foryichuanqi / ADVEI-Paper-2024.3-Degradation-path-approximation-for-remaining-useful-life-estimationRemaining useful life prediction. Degradation path approximation (DPA) is a highly easy-to-understand and brand-new solution way for data…☆13Updated 11 months ago
- Remaining useful life prediction for N-CMAPSS dataset☆18Updated 2 years ago
- ☆32Updated 2 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆41Updated 2 years ago
- Proposed ATS2S model for C-MAPSS dataset.☆15Updated 3 years ago
- ☆51Updated last year
- TL-UESTC / Privacy-Preserving-Adaptive-Remaining-Useful-Life-Prediction-via-Source-Free-Domain-AdaptionThe implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆19Updated 11 months ago
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆33Updated last year
- case study for remaining useful life estimation☆26Updated 10 months ago
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆94Updated last year
- Remain useful life prediction of rolling bearing.☆52Updated 4 years ago
- ☆61Updated 4 years ago
- The code of DAST☆54Updated 2 years ago
- N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)☆81Updated last year
- ☆15Updated 2 years ago
- Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.☆37Updated 8 months ago
- Transfer Learning on RUL estimation☆11Updated 2 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆22Updated 2 years ago