Software for Automated Generation of Reduced Thermal Models for Spacecraft Thermal Control, Phase I

Metadata Updated: November 12, 2020

Thermal analysis is increasingly used in thermal engineering of spacecrafts in every stage, including design, test, and ground-operation simulation. Current high-fidelity modeling and simulation tools are computationally prohibitive and not fully compatible to integrated, multi-physics (e.g., thermal-structural-optical) analysis of spacecrafts, particularly in a single model topology currently being pursued at NASA. NASA engineers are challenged with developing innovative reduction algorithms and models that enable rapid analysis while retaining adequate accuracy. To address this need, we propose to develop and demonstrate innovative Model Order Reduction (MOR) software to automatically generate nonlinear reduced thermal models for spacecraft analysis. The underlying principle is to project the original large models onto a characteristic, low-dimensional subspace (SVD or Krylov subspace), yielding reduced models with markedly low computational orders. In Phase I, a MOR engine encapsulating carefully selected algorithms, a reduced model solver, and a verification module, along with facile data export interfaces will be developed in an integrated software environment. Proof-of-concept will be established by broad case studies, in which reduced models will be analyzed and compared against large model analysis using CFDRC-developed multi-physics simulation tool CFD-ACE+ in terms of accuracy, speed, and resource use. Phase II will focus on enhancing the MOR engine, optimizing the software structure, and expanding interfaces to other NASA-relevant tools.

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Public: This dataset is intended for public access and use. License: No license information was provided. If this work was prepared by an officer or employee of the United States government as part of that person's official duties it is considered a U.S. Government Work.

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Dates

Metadata Created Date November 12, 2020
Metadata Updated Date November 12, 2020

Metadata Source

Harvested from NASA Data.json

Additional Metadata

Resource Type Dataset
Metadata Created Date November 12, 2020
Metadata Updated Date November 12, 2020
Publisher Space Technology Mission Directorate
Unique Identifier Unknown
Maintainer
Identifier TECHPORT_8516
Data First Published 2010-07-01
Data Last Modified 2020-01-29
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
Homepage URL https://techport.nasa.gov/view/8516
Program Code 026:027
Source Datajson Identifier True
Source Hash cce1869d07a3aac61b659050c2f86b8f3cc46380
Source Schema Version 1.1

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