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An Algorithm for Integrated Subsystem Embodiment and System Synthesis (Paperback)
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An Algorithm for Integrated Subsystem Embodiment and System Synthesis (Paperback)
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Consider the statement, 'A system has two coupled subsystems, one
of which dominates the design process. Each subsystem consists of
discrete and continuous variables, and is solved using sequential
analysis and solution.' To address this type of statement in the
design of complex systems, three steps are required, namely, the
embodiment of the statement in terms of entities on a computer, the
mathematical formulation of subsystem models, and the resulting
solution and system synthesis. In complex system decomposition, the
subsystems are not isolated, self-supporting entities. Information
such as constraints, goals, and design variables may be shared
between entities. But many times in engineering problems, full
communication and cooperation does not exist, information is
incomplete, or one subsystem may dominate the design. Additionally,
these engineering problems give rise to mathematical models
involving nonlinear functions of both discrete and continuous
design variables. In this dissertation an algorithm is developed to
handle these types of scenarios for the domain-independent
integration of subsystem embodiment, coordination, and system
synthesis using constructs from Decision-Based Design, Game Theory,
and Multidisciplinary Design Optimization. Implementation of the
concept in this dissertation involves testing of the hypotheses
using example problems and a motivating case study involving the
design of a subsonic passenger aircraft.
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