A Multidisciplinary Framework to Model Complex Team-Based Product Development

A Multidisciplinary Framework to Model Complex Team-Based Product Development
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DOI:
10.1115/1.4033038
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发表时间:
2015-08
影响因子:
3.3
通讯作者:
Shun Takai
Shun Takai
中科院分区:
工程技术3区
文献类型:
--
作者:
Shun Takai

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本文研究了一个多学科的框架,模拟设计决策在一个复杂的团队为基础的产品开发,工程师同时在一个团队项目和个人项目。该框架将合作和非合作设计模型与(1)均衡分析,(2)基于行为博弈论结果的不确定性建模,以及(3)使用决策分析进行决策相结合。在所提出的框架中,非合作设计用于模拟工程师的团队项目承诺的决定,并分析潜在的搭便车;合作设计用于模拟设计结果时,工程师在团队项目中合作;均衡分析和行为博弈论的结果被用来推断其他工程师的决策;和决策分析用于计算决策方案的期望值。本文以一个压力容器设计为例,通过两名工程师(一名设计工程师和一名材料工程师)的团队项目来说明所提出的框架和设计决策模型。
This paper investigates a multidisciplinary framework that simulates design decisions in a complex team-based product development in which engineers simultaneously work in a team project and individual projects. The proposed framework integrates cooperative and noncooperative design models with (1) equilibrium analysis, (2) uncertainty modeling based on behavioral game-theory results, and (3) decision-making using decision analysis. In the proposed framework, noncooperative design is used to simulate engineers’ decisions about team project commitment and to analyze potential free-riding; cooperative design is used to model design outcomes when engineers collaborate in the team project; equilibrium analysis and behavioral game-theory results are used to infer about other engineers’ decisions; and decision analysis is used to calculate expected values of decision alternatives. The proposed framework and the design decision-making model are illustrated using a pressure vessel design as a team project conducted by two engineers: a design engineer and a materials engineer.Copyright © 2015 by ASME