https://github.com/nasa/prog_algs
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 and prediction, including uncertainty propagation. The algorithms take as inputs prognostic models (from NASA's Prognostics Model Package), and perform estimation and prediction functions. The library allows the rapid development of prognostics solutions for given models of components and systems. Different algorithms can be easily swapped to do comparative studies and evaluations of different algorithms to select the best for the application at hand.
https://github.com/nasa/prog_algs
integrated-system-health-management prognostics prognostics-health-management
Last synced: 5 months ago
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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 and prediction, including uncertainty propagation. The algorithms take as inputs prognostic models (from NASA's Prognostics Model Package), and perform estimation and prediction functions. The library allows the rapid development of prognostics solutions for given models of components and systems. Different algorithms can be easily swapped to do comparative studies and evaluations of different algorithms to select the best for the application at hand.
- Host: GitHub
- URL: https://github.com/nasa/prog_algs
- Owner: nasa
- Created: 2021-03-09T18:00:04.000Z (over 5 years ago)
- Default Branch: dev
- Last Pushed: 2023-10-25T22:26:24.000Z (over 2 years ago)
- Last Synced: 2025-09-25T14:03:21.029Z (9 months ago)
- Topics: integrated-system-health-management, prognostics, prognostics-health-management
- Homepage:
- Size: 4.45 MB
- Stars: 58
- Watchers: 5
- Forks: 24
- Open Issues: 36
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Metadata Files:
- Readme: README.md
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README
# ProgPy Packages
The prog_algs package has been combined with the prog_models package to create the new progpy python package, here: https://github.com/nasa/progpy.