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Integration of system-level optimization with concurrent engineering using parametric subsystem modeling

机译:使用参数化子系统建模将系统级优化与并行工程集成

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摘要

The introduction of concurrent design practices to the aerospace industry has greatly increased the efficiency and productivity of engineers during design sessions. Teams that are well-versed in such practices such as JPL's Team X are able to thoroughly examine a trade space and develop a family of reliable point designs for a given mission in a matter of weeks compared to the months or years sometimes needed for traditional design. Simultaneously, advances in computing power have given rise to a host of potent numerical optimization methods capable of solving complex multidisciplinary optimization problems containing hundreds of variables, constraints, and governing equations. Unfortunately, such methods are tedious to set up and require significant amounts of time and processor power to execute, thus making them unsuitable for rapid concurrent engineering use. In some ways concurrent engineering and automated system-level optimization are often viewed as being mutually incompatible. It is therefore desirable to devise a system to allow concurrent engineering teams to take advantage of these powerful techniques without hindering the teams' performance. This paper proposes such an integration by using parametric approximations of the subsystem models. These approximations are then linked to a system-level optimizer that is capable of reaching a solution more quickly than normally possible due to the reduced complexity of the approximations. The integration structure is described in detail and applied to a standard problem in aerospace engineering. Further, a comparison is made between this application and traditional concurrent engineering through an experimental trial with two groups each using a different method to
机译:在航空航天工业中引入并行设计实践极大地提高了工程师在设计会议期间的效率和生产率。精通JPL团队X这样的实践的团队能够在几周内彻底检查交易空间并为给定任务开发可靠的积分设计系列,而传统设计有时需要几个月或几年的时间。同时,计算能力的进步催生了许多有效的数值优化方法,这些方法能够解决包含数百个变量,约束和控制方程的复杂的多学科优化问题。不幸的是,这样的方法设置起来很麻烦,并且需要大量时间和处理器能力来执行,因此使它们不适合快速并发工程使用。在某些方面,并发工程和自动化系统级优化通常被视为相互不兼容。因此,需要设计一种系统,以允许并发的工程团队利用这些强大的技术而不会影响团队的性能。本文通过使用子系统模型的参数逼近来提出这样的集成。然后,将这些近似值链接到系统级优化程序,由于降低了近似值的复杂性,该系统级优化程序能够比通常更快地找到解决方案。详细描述了集成结构,并将其应用于航空工程中的标准问题。此外,通过两组分别使用不同方法进行实验的试验,对该应用程序与传统并行工程进行了比较。

著录项

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    Schuman Todd 1979-;

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  • 年度 2004
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  • 原文格式 PDF
  • 正文语种 eng
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