Strategic investments for enhancing power system resilience through zonal microgrids

IF 9.5 Q1 ENERGY & FUELS
Samuel Yankson , Kouhyar Sheida , Farzad Ferdowsi , Terrence Chambers , Shahab Mehraeen
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引用次数: 0

Abstract

The existing power distribution system is confronted with a myriad of challenges and encompassing issues such as aging infrastructure, dynamic shifts in energy demand patterns and disturbances induced by climate change. Given the pivotal role played by the power sector in contemporary society by providing essential services and supporting economic activities, ensuring the resilience of power distribution systems is a top priority for governments, utilities and other stakeholders like consumers. The extant power grid characterized by its aging components, requires a complete overhaul to enhance its resilience in the wake of increasing weather-induced power disruptions attributed to climate change. However, outright replacement of the existing grid is presently deemed economically impractical, entailing significant costs and negative social impacts. Instead, a more pragmatic strategy to augment the overall system resilience involves identifying and reinforcing critical sectors of the grid at a reasonable cost and with reasonable disruptions. This paper presents a novel resilience enhancement framework for power distribution systems based on N-1 Impact Analysis. Unlike traditional reliability studies, the proposed method prioritizes critical lines based on the unserved energy impact of their outages and partitions the network into resilience-driven zones. An Improved Grey Wolf Optimizer (IGWO) is used to size and allocate DERs within these zones, considering operational constraints and investment costs. The approach is validated on a real utility feeder modeled in OpenDSS and MATLAB, achieving significant reductions in unserved energy and demonstrating superior cost-effectiveness compared to existing approaches. The framework provides utilities with a practical, data-driven tool for targeted resilience planning.
通过区域微电网增强电力系统弹性的战略投资
现有的配电系统面临着无数的挑战,包括基础设施老化、能源需求模式的动态变化和气候变化引起的干扰等问题。鉴于电力部门在当代社会中通过提供基本服务和支持经济活动而发挥的关键作用,确保配电系统的弹性是政府、公用事业公司和消费者等其他利益相关者的首要任务。现有电网的特点是其老化的组件,需要全面检修,以提高其在气候变化引起的日益严重的天气导致的电力中断后的恢复能力。然而,彻底替换现有电网目前被认为在经济上是不切实际的,需要巨大的成本和负面的社会影响。相反,提高整个系统弹性的更务实的策略包括以合理的成本和合理的中断确定和加强电网的关键部门。提出了一种基于N-1冲击分析的配电系统弹性增强框架。与传统的可靠性研究不同,该方法根据关键线路的停电对未服务能源的影响对其进行优先排序,并将网络划分为弹性驱动区域。考虑到操作限制和投资成本,使用改进的灰狼优化器(IGWO)来确定这些区域内der的大小和分配。该方法在OpenDSS和MATLAB中建模的实际公用事业馈线上进行了验证,与现有方法相比,显著减少了未使用的能源,并展示了卓越的成本效益。该框架为有针对性的弹性规划提供了实用的数据驱动工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Energy nexus
Energy nexus Energy (General), Ecological Modelling, Renewable Energy, Sustainability and the Environment, Water Science and Technology, Agricultural and Biological Sciences (General)
CiteScore
7.70
自引率
0.00%
发文量
0
审稿时长
109 days
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