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  A Comprehensive Robust Design Approach for Decision Trade-Offs (1999) [3 citations — 1 self]

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by Monu Kalsi, Kurt Hacker, Kemper Lewis
in Complex Systems Design,” ASME Journal of Mechanical Design
http://does.eng.buffalo.edu/publications/publications/monujournalpaper7.pdf
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Abstract:

In this paper we introduce a technique to reduce the effects of uncertainty and incorporate flexibility in the design of complex engineering systems involving multiple decision-makers. We focus on the uncertainty that is created when a disciplinary designer or design team must try to predict or model the behavior of other disciplinary subsystems. The design of a complex system is performed by many different designers and design teams, each of which may only have control over a portion of the total set of system design variables. Modeling the interaction among these decision-makers and reducing the effect caused by lack of global control by any one designer is the focus of this paper. We use concepts from robust design to reduce the effects of decisions made during the design of one subsystem on the performance of the rest of the system. Thus, in a situation where the cost of uncertainty is high, these tools can be used to increase the robustness, or independence, of the subsystems, enabling designers to make more effective decisions. To demonstrate the usefulness of this approach, we consider a case study involving the design of a passenger aircraft.

Citations

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47 The Machine that Changed the World – Womack, Jones, et al. - 1990
26 The compromise decision support problem and the adaptive linear programming algorithm – Mistree, Hughes, et al. - 1993
16 Game theory as a design tool – Vincent - 1983
15 A Robust Optimization – Sundaresan, Ishii, et al. - 1993
14 An Algorithm for Solving the System-Level Problem in Multilevel Optimization – Balling, Sobieski - 1994
14 Optimality in Parametric Systems – Vincent, Grantham - 1981
12 Robust Design Approach for Achieving Flexibility in Multidisciplinary Design – Chen, Lewis - 1999
11 A Procedure for Robust Design – Chen, Allen, et al. - 1996
8 Modeling Interactions in Multidisciplinary Design: A Game Theoretic Approach – Lewis, Mistree - 1997
7 Non-hierarchic system decomposition in structural optimization – Bloebaum, Hajela, et al. - 1992
5 Robust Mechanical Design Using Engineering Models – Parkinson - 1995
4 An Algorithm for Integrated Subsystem Embodiment and System Synthesis – Lewis - 1996
3 Robust Optimal Design with a Second Order Tolerance Model – Lewis, Parkinson - 1994
3 Distributed Design with Conceptual Robustness: A – Chang, Ward, et al. - 1994
2 Conceptual Robustness in Simultaneous Engineering: A Formulation – Chang, Ward - 1995
2 Design-in-Modularity with Conceptual Robustness – Chang, Ward - 1994
1 Automatic Differentiation in Robust Design – Su, Renaud - 1997
1 A Robust Optimization Procedure with variations – Sundaresan, Ishii - 1993