使用基于网络指标和贪算法的策略恢复电网
Fenghua Wang1, Hale Cetinay2, Zhidong He3
1Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, 2628 CD Delft, The Netherlands.
Entropy (Basel, Switzerland)
|October 28, 2023
概括
这项研究评估了连接故障后电网恢复策略. 贪的算法,特别是两步贪的恢复,显著超过了基于单一网络指标的方法.
科学领域:
- 电气工程 电气工程
- 网络科学 网络科学
- 复杂的系统复杂的系统.
背景情况:
- 电网是敏感于随机链路故障的关键基础设施.
- 有效的恢复策略对于电网的弹性和稳定性至关重要.
- 拓网络指标通常被考虑用于链接恢复,但它们的有效性各不相同.
研究的目的:
- 在直流 (DC) 电流模型下,研究和比较电网中各种链路恢复策略的性能.
- 评估基于拓网络指标的策略与启发式方法对比.
- 确定在故障后恢复电网连接的最有效策略.
主要方法:
- 在三个不同的电力系统 (IEEE 30,39 和 118) 中模拟的随机链路故障.
- 评估了13个恢复策略:2个基于链接中心性,8个基于节点中心性产品的节点中心性,以及2个启发式 (贪,两步贪).
- 使用直流电流模型进行策略性能比较.
主要成果:
- 在不同的电力系统中,基于拓度量的策略的性能在不同电力系统中存在显著差异.
- 所有基于拓指标的策略都被启发式恢复策略所超越.
- 两步贪恢复策略表现最好,紧随其后的是贪恢复策略.
结论:
- 依靠单一的拓度量是不足以有效恢复电网连接的.
- 基于贪的恢复策略与单一指标的方法相比,提供了更高的性能.
- 两步的贪恢复策略是提高电网弹性的一种高度有效的方法.
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