一种新的配电系统重构智能优化技术

S. Mekhamer, A. Abdelaziz, F. Mohammed, M. Badr
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引用次数: 30

摘要

损耗最小化问题是节约配电系统运行成本的重要问题之一。因此,需要更有效的方法来处理这样的组合问题。本文提出了一种有效的配电系统重构元启发式方法。采用禁忌搜索(TS)算法对配电系统进行重新配置,通过开/关分段开关使有功功率损耗全局最小化。引入了TS算法,并对其进行了一些修改,如根据系统大小使用可变大小的禁忌列表;这将导致稳健的算法,并防止循环。此外,在搜索过程中使用了随机乘法移动,以使搜索分散到未探索的区域。提出了一种检测系统径向拓扑结构的新方法。该方法适用于32节点和69节点配电系统。将所提出的TS方法与模拟退火(SA)方法和并行禁忌搜索(PTS)方法的结果进行了比较,以检验其性能。
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A new intelligent optimization technique for distribution systems reconfiguration
The loss minimization problem is one of the most important problems to save the operational cost in distribution systems. Therefore, more efficient approaches are required to handle such a combinatorial problem. This paper presents an efficient meta-heuristic method for reconfiguration of distribution systems. A Tabu Search (TS) algorithm is used to reconfigure distribution systems so that active power losses are globally minimized with turning on / off sectionalizing switches. TS algorithm is introduced with some modifications such as using a tabu list with variable size according to the system size; this should lead to robust algorithm, and prevent cycling. Also, a random multiplicative move is used in the search process to diversify the search toward unexplored regions. A new method to check the radial topology of the system is presented. The proposed method is applied to 32-node and 69-node distribution systems. The obtained results using the proposed TS approach are compared with results obtained using Simulated Annealing (SA) approach and Parallel Tabu Search (PTS) approach in the previous work to examine the performance.
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