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基于拉普拉斯矩阵特征向量的面向弹性运行的配电网细胞方法的有效性。

The efficacy of a cellular approach to resilience-oriented operation of distribution grids based on eigenvectors of the Laplacian matrix.

作者信息

Mohammadi Mohammad Reza, Ghazizadeh Mohammad Sadegh, Abedini Mohammad

机构信息

Faculty of Electrical Engineering, Shahid Beheshti University, Tehran, Iran.

Faculty of Electrical Engineering, Shahid Beheshti University, Tehran, Iran.

出版信息

ISA Trans. 2024 Nov;154:250-267. doi: 10.1016/j.isatra.2024.08.021. Epub 2024 Aug 31.

DOI:10.1016/j.isatra.2024.08.021
PMID:39232929
Abstract

This study aims to address the following research query: In the event of an imminent disaster poised to impact distribution grids, what constitutes the optimal course of action for the distribution system operators to keep the lights on? To address this challenge, we propose a cost-efficient cellular model for enhancing the resilience of smart distribution grids. This model prioritizes resilience in the face of natural disasters or other disruptions that could impact service delivery. This method benefits both grid operators and consumers by ensuring reliable power supply while minimizing energy costs. Furthermore, the model's scalability allows it to be applied to distribution systems of varying sizes. The proposed method utilizes an innovative approach to form optimal cellular network configurations within the grid. As the first step in the formation of cellular topology for the grid, the eigenvectors of the Laplacian matrix of the grid will be used to decide on the optimal configurations. Subsequently, a bi-level mixed-integer linear programming model is proposed to decrease the network costs while simultaneously consider potential power transfer scenarios between the cells and the upstream network during both normal and emergency conditions. The researchers validated the effectiveness of the proposed method through simulations on an IEEE 33-bus test system. The results demonstrate outstanding performance, with a significant increase in the resilience index (96 %) and a substantial reduction in load-shedding costs (80 %), making the network considerably more robust.

摘要

本研究旨在解决以下研究问题

在即将发生的可能影响配电网的灾难情况下,配电系统运营商为保持供电正常的最佳行动方案是什么?为应对这一挑战,我们提出了一种经济高效的蜂窝模型,以增强智能配电网的恢复力。该模型在面对可能影响服务供应的自然灾害或其他干扰时,将恢复力作为优先考虑因素。这种方法通过确保可靠的电力供应同时将能源成本降至最低,使电网运营商和消费者都受益。此外,该模型的可扩展性使其能够应用于不同规模的配电系统。所提出的方法采用了一种创新方法,在电网内形成最优蜂窝网络配置。作为电网蜂窝拓扑形成的第一步,电网拉普拉斯矩阵的特征向量将用于确定最优配置。随后,提出了一个双层混合整数线性规划模型,以降低网络成本,同时考虑正常和紧急情况下各单元与上游网络之间潜在的功率传输情况。研究人员通过在IEEE 33节点测试系统上进行的仿真验证了所提方法的有效性。结果显示出卓越的性能,恢复力指数显著提高(96%),负荷削减成本大幅降低(80%),使网络变得更加稳健。

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