pronostia-dataset topic
List
pronostia-dataset repositories
weibull-knowledge-informed-ml
122
Stars
35
Forks
Watchers
Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).
RUL_Prediction
111
Stars
14
Forks
Watchers
remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN), and Long Short Term Memory (LSTM) unit
rul-datasets
28
Stars
2
Forks
Watchers
A collection of datasets for RUL estimation as Lightning Data Modules.
rul-adapt
24
Stars
2
Forks
Watchers
A collection of unsupervised domain adaption algorithms for RUL estimation.