remaining-useful-life topic
Turbofan-engine-RUL-prediction
RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf
RUL_Prediction_SVM
Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research Paper : https://doi.org/10.1016/j.isatra.2019.08.058
RUL
Transformer Network for Remaining Useful Life Prediction of Lithium-Ion Batteries
FDIA-PdM
False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics
AdversarialAttack-PHM
Predictive-maintenance-with-machine-learning
This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.
RUL-Prediction
Remaining useful life estimation of NASA turbofan jet engines using data driven approaches which include regression models, LSTM neural networks and hybrid model which is combination of VAR with LSTM
rul-datasets
A collection of datasets for RUL estimation as Lightning Data Modules.
rul-adapt
A collection of unsupervised domain adaption algorithms for RUL estimation.
predictive-maintenance
Datasets for Predictive Maintenance