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Technologies for Enabling System Architecture Optimization

Bussemaker, Jasper and Boggero, Luca (2022) Technologies for Enabling System Architecture Optimization. ONERA-DLR Aerospace Symposium (ODAS) 2022, 1-3 June 2022, Hamburg, Germany.

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Abstract

Optimization of complex system architectures can support the non-biased search for novel architectures in the early design phase. Four aspects needed to enable architecture optimization and the author's views on how to solve them are discussed: formalization of the architecture design space, systematic exploration of the design space, conversion from architecture model to simulation model, and flexible simulation of architecture performance. Modeling the design space is done using the Architecture Design Space Graph (ADSG) implemented in ADORE. Systematic exploration can be done using evolutionary or surrogate-based optimization algorithms. Architecture to simulation model conversion can be done using an object-oriented approach using class factories, or using theMultiLinQ tool to synchronize a central data repository. Finally, simulation environments should expose a flexible and modular interface to be used in architecture optimization. A jet engine architecting problem is presented that demonstrates various aspects of system architecture optimization.

Item URL in elib:https://elib.dlr.de/186720/
Document Type:Conference or Workshop Item (Lecture)
Title:Technologies for Enabling System Architecture Optimization
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Bussemaker, JasperJasper.Bussemaker (at) dlr.dehttps://orcid.org/0000-0002-5421-6419
Boggero, LucaLuca.Boggero (at) dlr.deUNSPECIFIED
Date:3 June 2022
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:architecture optimization, msbe, systems engineering, optimization
Event Title:ONERA-DLR Aerospace Symposium (ODAS) 2022
Event Location:Hamburg, Germany
Event Type:Other
Event Dates:1-3 June 2022
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:Efficient Vehicle
DLR - Research area:Aeronautics
DLR - Program:L EV - Efficient Vehicle
DLR - Research theme (Project):L - Digital Technologies
Location: Hamburg
Institutes and Institutions:Institute of System Architectures in Aeronautics > Aircraft Design and System Integration
Deposited By: Bussemaker, Jasper
Deposited On:20 Jun 2022 13:51
Last Modified:20 Jun 2022 13:51

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