Simulation-based design with UQ for creating new combination of functions considering uncertainty

Takahiro Ichimaru, Hiroshi Hasegawa, Yuji Kado

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The situation of product development takes a high cost, because designers have to remake the design plan for the design specification uncertainty of the upstream design. 75% of product development costs is the most serious problem for the product development. In this study, SBD with UQ (Simulation-Based Design with UQ) as a new design process is proposed to improve the problem of product development. SBD with UQ creates design plans with an optimized combination of functions and parameters by classifying uncertain specifications created in basic design and quantifying the uncertainties. In this paper, we consider the proposed method using CanSat which is a simple artificial satellite, and show the effectiveness of SBD with UQ.

Original languageEnglish
Title of host publication16th International Conference on Modeling and Applied Simulation, MAS 2017, Held at the International Multidisciplinary Modeling and Simulation Multiconference, I3M 2017
PublisherCAL-TEK S.r.l.
Pages35-42
Number of pages8
ISBN (Electronic)9781510847705
Publication statusPublished - 2017 Jan 1
Event16th International Conference on Modeling and Applied Simulation, MAS 2017 - Barcelona, Spain
Duration: 2017 Sep 182017 Sep 20

Other

Other16th International Conference on Modeling and Applied Simulation, MAS 2017
CountrySpain
CityBarcelona
Period17/9/1817/9/20

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Keywords

  • Simulation
  • Taguchi method
  • Uncertainty quantification

ASJC Scopus subject areas

  • Modelling and Simulation

Cite this

Ichimaru, T., Hasegawa, H., & Kado, Y. (2017). Simulation-based design with UQ for creating new combination of functions considering uncertainty. In 16th International Conference on Modeling and Applied Simulation, MAS 2017, Held at the International Multidisciplinary Modeling and Simulation Multiconference, I3M 2017 (pp. 35-42). CAL-TEK S.r.l..