prognostics

Here are 8 public repositories matching this topic...

nasa / progpy

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 provides a set of models and algorithms for select components developed within this framework, suitable for use in prognostic applications.

simulation modeling modeling-and-simulation prognostics prognostic-models prognostics-health-management integrated-system-health-management

Updated Dec 11, 2024
Python

mohyunho / NAS_transformer

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Evolutionary Neural Architecture Search on Transformers for RUL Prediction

transformers evolutionary-algorithms evolutionary-computation neural-architecture-search predictive-maintenance transformer-architecture prognostics rul-prediction ngboost cmapss prognostics-health-management remaining-useful-life-prediction

Updated Apr 18, 2023
Python

dependable-cps / AdversarialAttack-PHM

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iot deep-learning time-series cnn cybersecurity lstm gru sensors regression-models adversarial-machine-learning industry-4 adversarial-examples remaining-useful-life adversarial-attacks time-series-forecasting industrial-iot prognostics turbofan-engine phm-models

Updated Jan 13, 2021
Python

mohyunho / MOO_ELM

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Multi-Objective Optimization of ELM for RUL Prediction

machine-learning deep-learning evolutionary-algorithms multi-objective-optimization extreme-learning-machine predictive-maintenance c-mapss prognostics turbofan-engine rul-prediction remaining-useful-life-prediction n-cmapss

Updated Jun 1, 2022
Python

nasa / prog_server

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The NASA Prognostics As-A-Service (PaaS) Sandbox is a simplified implementation of a Software Oriented Architecture (SOA) for performing prognostics (estimation of time until events and future system states) of engineering systems. The PaaS Sandbox is a wrapper around the Prognostics Algorithms Package and Prognostics Models Package, allowing on…

prognostics prognostics-health-management prognostics-as-a-service