Determination of switching sequence of Service Restoration in Distribution Systems: Application and analysis on a real and large-scale radial system

Marcos H. M. Camillo, R. Fanucchi, Marcel E. V. Romero, T. W. de Lima, L. T. Marques, J. Massignan, Carlos Dias Maciel, A. Soares, A. Delbem, M. Bessani, J. London
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引用次数: 7

Abstract

It is computationally hard to solve the Service Restoration (SR) problem for large-scale Distribution Systems (DSs) without any system simplification, since this problem is combinatorial and non-linear, involving several constraints and objectives. The methodology named MEAN-MH+ES has proved able to generate feasible solutions (radial configuration attending all the operational constraints) with relatively soft computing and without requiring any network simplification in several tests performed on the real and large-scale DS of Londrina city (Brazil). The MEAN-MH+ES combines Multi-objective Evolutionary Algorithm with Node-Depth Encoding, Multiple-criteria tables, alarming Heuristic and an Exhaustive search. However, as the majority of the methodologies for solving the SR problem, the MEAN-MH+ES does not provide a feasible sequence of switching operations to reach the final configuration (the feasible solution) from the initial configuration (the configuration with the faulted areas identified and isolated). This paper proposes to incorporate a heuristic procedure into MEAN-MH+ES, which enable to provide a Feasible Sequence of Switching Operations (FSSO), that is, a switching operation sequence that generates only intermediate configurations that respect the operational constraints. The proposed heuristic procedure is confirmed on tests performed on the real and large-scale DS of Londrina city.
配电系统业务恢复切换顺序的确定:在实际大型径向系统中的应用与分析
大型配电系统的服务恢复问题是一个组合的、非线性的、涉及多个约束条件和目标的问题,在不进行系统简化的情况下很难求解。在巴西Londrina市的真实和大规模DS上进行的多次测试证明,MEAN-MH+ES方法能够以相对软计算生成可行的解决方案(满足所有操作约束的径向配置),并且不需要任何网络简化。MEAN-MH+ES结合了节点深度编码的多目标进化算法、多准则表、报警启发式和穷举搜索。然而,作为解决SR问题的大多数方法,MEAN-MH+ES并没有提供一个可行的切换操作序列,以从初始配置(已识别并隔离故障区域的配置)达到最终配置(可行的解决方案)。本文提出在MEAN-MH+ES中加入一个启发式过程,使其能够提供一个可行的交换操作序列(FSSO),即一个只生成尊重操作约束的中间配置的交换操作序列。本文提出的启发式方法在伦敦市的实际和大规模DS上得到了验证。
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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