Collaborative Research: Exploring the Evolution of Design Requirements Throughout the Design Process Using Network Models

协作研究：使用网络模型探索整个设计过程中设计需求的演变

• 批准号: 1951989
• 负责人: Beshoy Morkos
• 金额: $ 8.22万
• 依托单位: University of Georgia Research Foundation Inc
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2019
• 资助国家: 美国
• 起止时间: 2019-08-11 至 2020-08-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1951989&HistoricalAwards=false
• 关键词: Collaborative; Research; Exploring; Evolution; Design

All design problems are constrained by a set of requirements that must be satisfied at project delivery. However, requirements change over the span of a project's duration, causing the "moving target phenomenon," and jeopardizing the success of the project. Changes in requirements may occur due to changes in technology, consumer trends, perceptions, or regulations. Such requirements volatility is particularly important in complex systems that require several years for design and manufacturing or those that contain tens of thousands of requirements. Research has shown that over half of failed projects occurred due to failure stemming from requirements and their management, hindering market success, innovation, and engineering pursuits in the United States. The goal of this research is to understand how requirements change, and more importantly, their effect on other elements of design. Whereas an engineer may consider the impact of a requirement change, it is difficult to process how this may affect several other requirements or system components. Understanding how requirements change, and their effect on other elements of the design process may change how we design and utilize requirements throughout the design process.Although requirements form the backbone of every engineering project, the formal reasoning support needed to analyze requirements is limited. Understanding their use outside of the early (elicitation) and late (satisfying) phases of design can contribute to understanding what happens in the interim, a volatile process recognized yet not well understood. The objective of this research is to advance the fundamental understanding of engineering requirements evolution within systems design. This research addresses a gap in both describing and prescribing how engineers use and, more importantly, could use requirements throughout the design process. A specific exploration will focus on measuring and then predicting requirements volatility. To this end, this research will enhance an existing Requirement Change Propagation Prediction Method to incorporate graph theoretic metrics needed to measure volatility. Both quantitative and qualitative data is collected during a three-year, multi-case study spanning 2,760 different requirements documents from varying design projects. Requirements and their change data will be analyzed to determine if volatility metrics could be used to understand how requirements evolve. This research will enable engineers to analyze requirements early in the design process to assess the volatility of individual requirements as they relate to other requirements. This adds value to the design process by allowing engineers and designers a means to analyze change propagation and impact before committing to changes.

所有的设计问题都受到一组必须在项目交付时满足的需求的约束。 然而，需求在项目的持续时间内不断变化，导致了“移动目标现象”，并危及项目的成功。 由于技术、消费者趋势、观念或法规的变化，可能会发生需求变更。 这种需求波动性在设计和制造需要数年时间的复杂系统或包含数万项需求的复杂系统中尤为重要。 研究表明，超过一半的失败项目是由于需求及其管理的失败，阻碍了美国的市场成功，创新和工程追求。 这项研究的目标是了解需求如何变化，更重要的是，它们对设计的其他元素的影响。 尽管工程师可能会考虑需求变更的影响，但很难处理这可能如何影响其他几个需求或系统组件。 了解需求如何变化，以及它们对设计过程中其他元素的影响可能会改变我们在整个设计过程中设计和利用需求的方式。尽管需求构成了每个工程项目的支柱，但分析需求所需的形式化推理支持是有限的。 理解它们在设计的早期（启发）和后期（满足）阶段之外的使用有助于理解在过渡期间发生的事情，这是一个公认但尚未完全理解的易变过程。本研究的目的是推进系统设计中的工程需求演化的基本理解。 这项研究解决了在描述和规定工程师如何使用，更重要的是，可以在整个设计过程中使用需求的差距。 一个具体的探索将集中在测量，然后预测需求波动。 为此，本研究将加强现有的需求变化传播预测方法，将图论度量需要测量波动。 在为期三年的多案例研究中收集了来自不同设计项目的2，760个不同需求文档的定量和定性数据。 将分析需求及其变更数据，以确定是否可以使用波动性度量来理解需求如何演变。 这项研究将使工程师能够在设计过程的早期分析需求，以评估个别需求的波动性，因为它们与其他需求。 这通过允许工程师和设计师在提交更改之前分析更改传播和影响来增加设计过程的价值。