rul-prediction
There are 13 repositories under rul-prediction topic.
biswajitsahoo1111/rul_codes_open
This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.
archd3sai/Predictive-Maintenance-of-Aircraft-Engine
In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.
zhmou/Turbofan-engine-RUL-prediction
RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf
mohyunho/N-CMAPSS_DL
N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)
ikumpli/LSTM-GANS-RUL-Prediction-for-Lithium-ion-Bateries
This paper summarizes a deep learning-based approach with an LSTM trained on the widely used Oxford battery degradation dataset and the help of generative adversarial networks (GANS).
dependable-cps/FDIA-PdM
False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics
mohyunho/NAS_transformer
Evolutionary Neural Architecture Search on Transformers for RUL Prediction
mohyunho/ENAS-PdM
Evolutionary Neural Architecture Search for Remaining Useful Life Prediction
delta1epsilon/turbofan-remaining-life-prediction
Remaining Useful Life (RUL) prediction for Turbofan Engines
ericlrf/rul
remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, condition-based maintenance, CBM, predictive maintenance, PdM, prognostics health management, PHM
mohyunho/MOO_ELM
Multi-Objective Optimization of ELM for RUL Prediction
hash-bash/NASA-Jet-Engine-RUL-Prediction-Notebook
Prediction of Remaining Useful Life (RUL) of NASA Turbofan Jet Engine using libraries such as Numpy, Matplotlib and Pandas. Prediction is done by training a model using Keras (TensorFlow).
adam-aalah/Feature-clustering-and-XAI-for-RUL-estimation
Feature clustering and XIA for RUL estimation