基于多智能体仿真的多学科工程团队最优通信频率研究

Mojtaba Arezoomand, J. Austin-Breneman
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摘要

复杂的工程设计任务需要具有不同技能和独特知识集的工程师团队一起工作以开发解决方案。在这种情况下,团队沟通对成功的设计结果至关重要。先前的研究已经确定,有效管理沟通频率是团队沟通的一个重要方面,可以改善设计结果。组织研究文献表明,频繁和不频繁的沟通都可能阻碍组织绩效。相比之下,最近在工程设计研究中发现,对于简单的设计任务,频率与技术系统性能之间存在反比关系。本文通过研究多学科问题,扩展了量化通信频率对技术系统性能的影响的工作。给出了一种基于多智能体的地球同步卫星重量最小化六学科参数设计任务的仿真结果。仿真结果表明,频率与性能之间的关系形式随着通信方式的不同而发生显著变化。证据表明,对于相同的设计任务,计划的周期性通信模式导致曲线关系,而对于随机通信模式则发现不太明显的单调反比关系。
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Investigating Optimal Communication Frequency in Multi-Disciplinary Engineering Teams Using Multi-Agent Simulation
Complex engineering design tasks require teams of engineers with different skills and unique knowledge sets to work together to develop a solution. In these contexts, team communication is critical to successful design outcomes. Previous research has identified effective management of communication frequency as an important dimension of team communication leading to improved design outcomes. Organization research literature has demonstrated a curvilinear relationship in which both frequent and infrequent communication may hamper organizational performance. In contrast, recent work in engineering design research has found an inverse relationship between frequency and technical system performance for simple design tasks. This paper extends this work quantifying the impact of communication frequency on technical system performance by examining multi-disciplinary problems. Results from a multi-agent simulation on a six discipline parameter design task for minimizing the weight of a geostationary satellite are presented. Simulation results suggest that the form of relationship between frequency and performance changes significantly depending on the communication pattern. The evidence suggests that for the same design task a planned periodic communication pattern results in a curvilinear relationship, whereas for a stochastic communication pattern a less pronounced monotonic inverse relationship is found.
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