5 results found Sort:

tvhahn
weibull-knowledge-informed-ml tvhahn
37
126
mit
2
Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).
pytorch weibull deep-learning manufacturing machine-learning pronostia-dataset condition-monitoring ims-bearing-data-set remaining-useful-life bearing-fault-diagnosis prognostics-health-management knowledge-informed-machine-learning
Created 2021-06-30
178 commits to master branch, last one about a year ago
nasa
prog_models nasa
53
121
unknown
7
The NASA Prognostic Model Package is a Python framework focused on defining and building models for prognostics (computation of remaining useful life) of engineering systems, and provides a set of pro...
modeling simulation prognostics prognostic-models prognostics-health-management
Created 2021-03-09
2,567 commits to master branch, last one 8 months ago
nasa
prog_algs nasa
22
53
unknown
7
The Prognostic Algorithm Package is a python framework for model-based prognostics (computation of remaining useful life) of engineering systems, and provides a set of algorithms for state estimation ...
prognostics prognostics-health-management integrated-system-health-management
Created 2021-03-09
1,364 commits to dev branch, last one 11 months ago
nasa
progpy nasa
7
42
other
5
The NASA Prognostic Python Packages is a Python framework focused on defining and building models and algorit for prognostics (computation of remaining useful life) of engineering systems, and provide...
modeling simulation prognostics prognostic-models modeling-and-simulation prognostics-health-management integrated-system-health-management
Created 2022-08-17
271 commits to master branch, last one 8 months ago
mohyunho
NAS_transformer mohyunho
6
33
apache-2.0
2
Evolutionary Neural Architecture Search on Transformers for RUL Prediction
cmapss ngboost prognostics transformers rul-prediction predictive-maintenance evolutionary-algorithms evolutionary-computation transformer-architecture neural-architecture-search prognostics-health-management remaining-useful-life-prediction
Created 2022-12-07
18 commits to main branch, last one about a year ago