4.6 Article

A Hetero-Functional Graph Resilience Analysis of the Future American Electric Power System

期刊

IEEE ACCESS
卷 9, 期 -, 页码 68837-68848

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/ACCESS.2021.3077856

关键词

Hetero-functional graph theory; resilience; sustainability

资金

  1. NSF American Multi-Modal Energy Systems Project [1745385]
  2. Directorate For Engineering
  3. Div Of Civil, Mechanical, & Manufact Inn [1745385] Funding Source: National Science Foundation

向作者/读者索取更多资源

This paper discusses the need to decarbonize the American Electric Power System with renewable energy resources due to the impact of climate change, requiring profound changes in the electric grid's architecture, and considers the effect of these measures on the system's structural resilience.
As climate change takes hold in the 21st century, it places an impetus to decarbonize the American Electric Power System with renewable energy resources. There is a broad technical consensus that these renewable energy resources cannot be integrated alone but rather require a host of profound changes in the electric grid's architecture; including meshed distribution lines, and energy storage solutions. One question that arises is whether these three types of mitigation measures required by decarbonization will also serve as adaptation measures when the climate changes and extreme weather phenomena become more prevalent. Consequently, this paper presents a structural resilience analysis of the American electric power system that incrementally incorporates these architectural changes in the future. Building upon a preliminary study, the analysis draws on an emerging hetero-functional graph theory based upon the inter-connectedness of a system's capabilities. The hetero-functional graph analysis confirms our formal graph understandings from network science in terms of cumulative degree distributions and traditional attack vulnerability measures. The paper goes on to show that hetero-functional graphs relative to formal graphs more precisely describe the changes in functionality associated with the addition of distributed generation and energy storage as the grid evolves to a decarbonized architecture. Finally, it demonstrates that the addition of all three types of mitigation measures enhance the grid's structural resilience; even in the presence of disruptive random and targeted attacks. The paper concludes that there is no structural trade-off between grid sustainability and resilience enhancements and that these strategic goals can be pursued simultaneously.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.6
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据