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System engineering design optimisation under uncertainty for preliminary space mission

Croisard, Nicolas and Vasile, Massimiliano (2009) System engineering design optimisation under uncertainty for preliminary space mission. In: 2009 IEEE Congress on Evolutionary Computation. IEEE Congress on Evolutionary Computation, 1-5 . IEEE, pp. 324-331. ISBN 978-1-4244-2958-5

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Abstract

This paper proposes a way to model uncertainties and to introduce them explicitly in the design process of a preliminary space mission. Traditionally, a system margin approach is used in order to take them into account. In this paper, instead, evidence theory is proposed to crystallize the inherent uncertainties. The design process is then formulated as an optimisation under uncertainty (OUU) problem. An evolutionary multi-objective approach is used to solve the OUU. Two formulations of the OUU are analyzed: a bi-objective formulation and a complete belief function optimisation. The BepiColombo mission is used as a test case to investigate the benefits of the proposed method and to compare the two formulations.

Item type: Book Section
ID code: 31146
Keywords: design optimisation, system engineering, space, Mechanical engineering and machinery, Motor vehicles. Aeronautics. Astronautics, Aerospace Engineering, Computational Mechanics, Control and Systems Engineering
Subjects: Technology > Mechanical engineering and machinery
Technology > Motor vehicles. Aeronautics. Astronautics
Department: Faculty of Engineering > Mechanical and Aerospace Engineering
Related URLs:
Depositing user: Pure Administrator
Date Deposited: 09 Jun 2011 15:56
Last modified: 03 Jun 2014 16:52
URI: http://strathprints.strath.ac.uk/id/eprint/31146

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