Optimization framework for topology design challenges in tactical smart microgrid planning

O. Kahveci, T. Overbye, N. Putnam, A. Soylemezoglu
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引用次数: 9

Abstract

This paper proposes a new optimization framework that generates the optimal cable layout design of a tactical smart microgrid. The minimization function includes power loss and fuel consumption, reliability and graph aesthetic issues are considered as maximization functions. By leveraging multiple technologies and strategies, a design-phase heuristic tool is proposed on the following contributions; (i) apply graph-theoretic approaches to minimize the spanning tree of a network and (ii) employ clustering methods to split the network into electro-mechanically stable islands. This paper also proposes an algorithm that takes into accounts for physical restrictions due to geographical land area. To ensure reconfiguration resiliency with respect to the number of terminals, communication reliability throughout the sectionalized network, operation sustainability from the perspective of network protection, the ability of the proposed heuristic tool is demonstrated on one line (full three phase) diagrams by utilizing the alternating Steiner point introduction method to attain the global optimal solution.
战术智能微电网规划拓扑设计挑战的优化框架
本文提出了一种新的优化框架,生成战术智能微电网的最优电缆布放设计。最小化函数包括功率损失和燃料消耗,可靠性和图形美观问题被认为是最大化函数。通过利用多种技术和策略,设计阶段启发式工具提出了以下贡献;(i)应用图论方法最小化网络的生成树,(ii)采用聚类方法将网络划分为机电稳定的岛屿。本文还提出了一种考虑地理土地面积物理限制的算法。从网络保护的角度出发,为了确保终端数量、整个分段网络的通信可靠性和运行可持续性方面的重构弹性,利用交替施泰纳点引入法在单线(全三相)图上展示了所提出的启发式工具的能力,以获得全局最优解。
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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