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8 search results found

Rul_codes_open ⭐ 98

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

Predictive Maintenance Of Aircraft Engine ⭐ 54

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

N Cmapss_dl ⭐ 27

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

Turbofan Engine Rul Prediction ⭐ 24

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

Lstm Gans Rul Prediction For Lithium Ion Bateries ⭐ 15

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).

Nas_transformer ⭐ 12

Evolutionary Neural Architecture Search on Transformers for RUL Prediction

Enas Pdm ⭐ 11

Evolutionary Neural Architecture Search for Remaining Useful Life Prediction

Fdia Pdm ⭐ 10

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

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Predictive Maintenance Rul Prediction (6)

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Lstm Rul Prediction (4)

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Evolutionary Algorithm Rul Prediction (3)

Machine Learning Rul Prediction (3)

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