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Value-driven Model-Based Optimization coupling Design-Manufacturing-Supply Chain in the Early Stages of Aircraft Development: Strategy and Preliminary Results

Donelli, Giuseppa and Ciampa, Pier Davide and Lefebvre, Thierry and Bartoli, Nathalie and Mello, João M.G. and Odaguil, Felipe I.K. and van der Laan, T. (2022) Value-driven Model-Based Optimization coupling Design-Manufacturing-Supply Chain in the Early Stages of Aircraft Development: Strategy and Preliminary Results. In: AIAA Aviation 2022 Forum. AIAA 2022, Chicago. doi: 10.2514/6.2022-3723.

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Abstract

A value-driven model-based approach concurrently coupling design, manufacturing and supply chain in the early development stage of aircraft design has been already developed within the European project AGILE4.0. The benefits of using this methodology have been highlighted by the aeronautical application case focused on the design, manufacturing and supply chain of an horizontal tail plane. Find a Pareto-front simultaneously optimizing the design, manufacturing and supply chain domains is the next challenge to face. The research activity proposed in this paper represents the first step of this ambitious goal, whose complexity relays in the huge number of variables characterizing each domain. Particularly, the objective is to identify the optimization strategy to use for the global optimization campaign by exploring, first, simple and representative MDO problems related to the supply chain domain. In the first MDO problem, a 4-objective optimization is executed and then the optimized attributes are aggregated in a value. In the second MDO problem instead, attributes are first aggregated in a value and then a bi-objective value-cost optimization is executed. Thus, two optimization strategies are investigated, but both lead to the value-cost Pareto-front investigation. The application case addressed in this research activity provide interesting insights for the value-driven optimization strategy to use for future-complex optimization problems involving design, manufacturing and supply chain domains.

Item URL in elib:https://elib.dlr.de/192786/
Document Type:Conference or Workshop Item (Speech)
Title:Value-driven Model-Based Optimization coupling Design-Manufacturing-Supply Chain in the Early Stages of Aircraft Development: Strategy and Preliminary Results
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Donelli, GiuseppaUNSPECIFIEDhttps://orcid.org/0000-0002-0457-1615UNSPECIFIED
Ciampa, Pier DavideUNSPECIFIEDhttps://orcid.org/0000-0003-1652-4899UNSPECIFIED
Lefebvre, ThierryUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Bartoli, NathalieUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Mello, João M.G.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Odaguil, Felipe I.K.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
van der Laan, T.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Date:2022
Journal or Publication Title:AIAA Aviation 2022 Forum
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:No
DOI:10.2514/6.2022-3723
Status:Published
Keywords:MBSE, MDO, Value engineering, supply chain, manufacturing, aircraft design,
Event Title:AIAA 2022
Event Location:Chicago
Event Type:international Conference
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:other
DLR - Research area:Raumfahrt
DLR - Program:R - no assignment
DLR - Research theme (Project):R - no assignment
Location: Hamburg
Institutes and Institutions:Institute of System Architectures in Aeronautics
Institute of System Architectures in Aeronautics > Aircraft Design and System Integration
Deposited By: Donelli, Giuseppa
Deposited On:05 Jan 2023 13:27
Last Modified:17 Jul 2023 11:59

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