Toward a value-driven design approach for complex engineered systems using trade space exploration tools

Simon Walter Miller, Timothy William Simpson, Michael Andrew Yukish, Gary Michael Stump, Bryan L. Mesmer, Elliott B. Tibor, Christina L. Bloebaum, Eliot H. Winer

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

8 Citations (Scopus)

Abstract

Design decision-making involves trade-offs between many design variables and attributes, which can be difficult to model and capture in complex engineered systems. To choose the best design, the decision-maker is often required to analyze many different combinations of these variables and attributes and process the information internally. Trade Space Exploration (TSE) tools, including interactive and multi-dimensional data visualization, can be used to aid in this process and provide designers with a means to make better decisions, particularly during the design of complex engineered systems. In this paper, we investigate the use of TSE tools to support decisionmakers using a Value-Driven Design (VDD) approach for complex engineered systems. A VDD approach necessitates a rethinking of trade space exploration. In this paper, we investigate the different uses of trade space exploration in a VDD context. We map a traditional TSE process into a valuebased trade environment to provide greater decision support to a design team during complex systems design. The research leverages existing TSE paradigms and multi-dimensional data visualization tools to identify optimal designs using a value function for a system. The feasibility of using these TSE tools to help formulate value functions is also explored. A satellite design example is used to demonstrate the differences between a VDD approach to design complex engineered systems and a multi-objective approach to capture the Pareto frontier. Ongoing and future work is also discussed.

Original languageEnglish (US)
Title of host publication40th Design Automation Conference
PublisherAmerican Society of Mechanical Engineers (ASME)
ISBN (Electronic)9780791846315
DOIs
StatePublished - Jan 1 2014
EventASME 2014 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2014 - Buffalo, United States
Duration: Aug 17 2014Aug 20 2014

Publication series

NameProceedings of the ASME Design Engineering Technical Conference
Volume2A

Other

OtherASME 2014 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2014
CountryUnited States
CityBuffalo
Period8/17/148/20/14

Fingerprint

Large scale systems
Complex Systems
Data visualization
Multidimensional Data
Data Visualization
Value Function
Trade
Design
Attribute
Decision Support
Pareto
Leverage
System Design
Choose
Trade-offs
Decision making
Decision Making
Systems analysis
Paradigm
Satellites

All Science Journal Classification (ASJC) codes

  • Modeling and Simulation
  • Mechanical Engineering
  • Computer Science Applications
  • Computer Graphics and Computer-Aided Design

Cite this

Miller, S. W., Simpson, T. W., Yukish, M. A., Stump, G. M., Mesmer, B. L., Tibor, E. B., ... Winer, E. H. (2014). Toward a value-driven design approach for complex engineered systems using trade space exploration tools. In 40th Design Automation Conference (Proceedings of the ASME Design Engineering Technical Conference; Vol. 2A). American Society of Mechanical Engineers (ASME). https://doi.org/10.1115/DETC2014-34503
Miller, Simon Walter ; Simpson, Timothy William ; Yukish, Michael Andrew ; Stump, Gary Michael ; Mesmer, Bryan L. ; Tibor, Elliott B. ; Bloebaum, Christina L. ; Winer, Eliot H. / Toward a value-driven design approach for complex engineered systems using trade space exploration tools. 40th Design Automation Conference. American Society of Mechanical Engineers (ASME), 2014. (Proceedings of the ASME Design Engineering Technical Conference).
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Miller, SW, Simpson, TW, Yukish, MA, Stump, GM, Mesmer, BL, Tibor, EB, Bloebaum, CL & Winer, EH 2014, Toward a value-driven design approach for complex engineered systems using trade space exploration tools. in 40th Design Automation Conference. Proceedings of the ASME Design Engineering Technical Conference, vol. 2A, American Society of Mechanical Engineers (ASME), ASME 2014 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2014, Buffalo, United States, 8/17/14. https://doi.org/10.1115/DETC2014-34503

Toward a value-driven design approach for complex engineered systems using trade space exploration tools. / Miller, Simon Walter; Simpson, Timothy William; Yukish, Michael Andrew; Stump, Gary Michael; Mesmer, Bryan L.; Tibor, Elliott B.; Bloebaum, Christina L.; Winer, Eliot H.

40th Design Automation Conference. American Society of Mechanical Engineers (ASME), 2014. (Proceedings of the ASME Design Engineering Technical Conference; Vol. 2A).

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

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Miller SW, Simpson TW, Yukish MA, Stump GM, Mesmer BL, Tibor EB et al. Toward a value-driven design approach for complex engineered systems using trade space exploration tools. In 40th Design Automation Conference. American Society of Mechanical Engineers (ASME). 2014. (Proceedings of the ASME Design Engineering Technical Conference). https://doi.org/10.1115/DETC2014-34503