Measuring and Architecting System Resilience Through Trade Study Analysis

被引:1
|
作者
Veit, Daniel J. [1 ]
Mazzuchi, Thomas A. [1 ]
Sarkani, Shahram [1 ]
机构
[1] George Washington Univ, Dept Engn Management & Syst Engn, Washington, DC 20052 USA
来源
IEEE SYSTEMS JOURNAL | 2023年 / 17卷 / 01期
关键词
Resilience; Measurement; Fault tolerance; Sensitivity analysis; Markov processes; Electric shock; Costs; Autonomous systems; design optimization; resilience; systems engineering; systems system resilience; COMMON-CAUSE; DESIGNING RESILIENT; FRAMEWORK; METRICS; PERFORMANCE; ATTACKS; ENHANCE;
D O I
10.1109/JSYST.2022.3163139
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Resilience is a dimension of trade study analysis that must be accounted for in early conceptual system design because it can influence cost, reliability, performance, and overall lifecycle cost. Traditional trade studies, which focus on risk, safety, and costs aspects analysis are no longer sufficient because they only account for predicted and known disruptions. This article proposes a practical and implementable methodology for measuring, predicting, and architecting system resilience during conceptual design that considers both known and unknown disruptions. This article extends the current literature by motivating the resilience curve using a Markov process, verifying resilience with empirical data, and incorporating the interaction between subsystems using common cause failure with the binomial failure rate. A verified simulation model is used as a predictive analysis tool and applied to an unmanned surface vehicle case study.
引用
收藏
页码:1181 / 1192
页数:12
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