Flexible Integrated System Health Management for Sustainable Habitats using TEAMS, Phase I

Metadata Updated: May 2, 2019

QSI proposes to field a "Flexible" ISHM Solution for Sustainable Habitats utilizing the TEAMS Toolset and concomitant model-based and data-driven diagnostic/prognostic reasoning technologies to enable the habitat crew to obtain crucial alerts that affect the operation of critical habitat subsystems, as well as provide decision support in the selection of appropriate corrective actions. The solution will utilize habitat's real-time system health assessment, anomaly and failure detection, machine learning and active learning techniques to preserve the operational integrity of the habitat system. The proposed effort will result in a novel capability, where the habitat crew will be given clear and concise decision support to improve situational awareness and perform proactive corrective actions. Automated health assessment, crew alerts and future degradation estimates will be generated to facilitate corrective actions in the face of off-nominal and failure conditions. Additionallly, mechanisms to incorporate undiscovered anomalies into the machine learning algorithms will be pursued. The ISHM solution would reduce the cognitive load on the crew given the abundance of information that has to be reasoned upon in a timely fashion. They will be critical for improving mission and system safety. These technologies would reduce the cost and risk of habitat operations, across all its phases: development, flight unit production, launch, and operations.

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Public: This dataset is intended for public access and use. License: U.S. Government Work

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Dates

Metadata Created Date August 1, 2018
Metadata Updated Date May 2, 2019

Metadata Source

Harvested from NASA Data.json

Additional Metadata

Resource Type Dataset
Metadata Created Date August 1, 2018
Metadata Updated Date May 2, 2019
Publisher Space Technology Mission Directorate
Unique Identifier TECHPORT_93489
Maintainer
TECHPORT SUPPORT
Maintainer Email
Public Access Level public
Bureau Code 026:00
Metadata Context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
Metadata Catalog ID https://data.nasa.gov/data.json
Schema Version https://project-open-data.cio.gov/v1.1/schema
Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
Datagov Dedupe Retained 20190501230127
Harvest Object Id d4df8ff8-dae6-4b3c-b791-aabeb3869744
Harvest Source Id 39e4ad2a-47ca-4507-8258-852babd0fd99
Harvest Source Title NASA Data.json
Data First Published 2017-12-01
Homepage URL https://techport.nasa.gov/view/93489
License http://www.usa.gov/publicdomain/label/1.0/
Data Last Modified 2018-07-19
Program Code 026:027
Source Datajson Identifier True
Source Hash e48e18bea770d7745531ec03264d4460463e18f8
Source Schema Version 1.1

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