rul-prediction topic

In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.

archd3sai

This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.

biswajitsahoo1111

RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf

zhmou

False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics

dependable-cps

Evolutionary Neural Architecture Search for Remaining Useful Life Prediction

mohyunho

Evolutionary Neural Architecture Search on Transformers for RUL Prediction

mohyunho

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).

ikumpli

remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, condition-based maintenance, CBM, predictive maintenance, PdM, pro...

ericlrf

N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)

mohyunho

Remaining Useful Life (RUL) prediction for Turbofan Engines

delta1epsilon