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Multi-objective transmission network planning by a hybrid GA approach with fuzzy decision analysis

机译:混合遗传算法与模糊决策相结合的多目标传输网络规划

摘要

In this paper, power system transmission network planning is formulated as a multi-objective mathematical optimization problem. In this context, three objectives: investment cost, reliability and environmental impact are considered in the optimization. To overcome the drawback of conventional mathematical optimization method in arriving at local optimum solution, a genetic algorithm approach is developed, from which several possible planning schemes are generated. This is followed by a fuzzy decision analysis method to select the optimum solution scheme. Case study results on a large 220 kV transmission network planning problem are presented to show the methodology's feasibility and efficiency.
机译:本文将电力系统传输网络规划公式化为一个多目标数学优化问题。在这种情况下,优化中考虑了三个目标:投资成本,可靠性和环境影响。为了克服传统的数学优化方法在求解局部最优解方面的缺陷,提出了一种遗传算法方法,可以从中产生几种可能的规划方案。随后是模糊决策分析方法,以选择最佳解决方案。提出了关于220 kV大型输电网络规划问题的案例研究结果,以表明该方法的可行性和效率。

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