Specialized Heuristic Algorithms for AC Transmission Expansion Planning Problem

Jose Nicolas Melchor Gutierrez, R. Romero, P. Mancarella
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Abstract

In recent years, AC power flow equations have been gaining relevance to represent the transmission planning problem. This trend will continue growing because of fast improvements of both computational resources and robust optimization techniques. Relevant problems associated with the voltage magnitude and reactive power may be difficult to represent in the transmission planning problem if the DC mathematical formulation is used instead of the AC formulation. However, the AC formulation remains difficult to solve even with the nowadays solution methodologies. Therefore, the development of new methods that allows to solve effectively the AC formulation are highly relevant. In this paper, novel heuristic methods to solve the transmission planning problem are proposed. The results show that the proposed heuristics for the AC transmission planning problem are both effective and efficient to solve the problem. Moreover, it has been determined the most suitable heuristic criteria for the proposed heuristics. The simulations are performed in the North Northeast Brazilian test system.
交流输电扩展规划问题的专用启发式算法
近年来,交流潮流方程越来越多地用于表示输电规划问题。由于计算资源和健壮的优化技术的快速改进,这种趋势将继续增长。在输电规划问题中,如果用直流数学公式代替交流数学公式,与电压幅值和无功功率相关的问题可能难以表示。然而,即使使用目前的求解方法,AC公式仍然难以求解。因此,开发新的方法,允许有效地解决AC配方是高度相关的。本文提出了一种求解输电规划问题的启发式新方法。结果表明,本文提出的启发式算法对于解决交流输电规划问题是有效的。此外,还确定了所提出的启发式的最合适的启发式标准。仿真在巴西东北北部试验系统中进行。
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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