Impact of Considering Wind Power Uncertainty on Transmission Expansion Planning

Alaa Ibrahim, R. Sirjani
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Abstract

Transmission Expansion Planning (TEP) is a mixed-integer non-linear optimization problem that aims to determine the optimum lines to be constructed in order to transmit power and supply the current and the predicted load in a reliable and economical way over the planning horizon. This paper proposes a methodology for solving the TEP problem by integrating wind farms into the power system. A hybrid heuristic optimization approach is utilized to find the optimum branches to be built by considering wind energy generation uncertainty to show the impact of renewable energy resources on TEP. The proposed approach was applied to the 24-bus IEEE test system, where the optimal solutions of the different cases were obtained, and the results confirmed that wind power uncertainty does modify the optimal plan.
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考虑风电不确定性对输电扩容规划的影响
输电扩展规划(TEP)是一个混合整数非线性优化问题,其目的是确定在规划范围内可靠、经济地传输电力、供应电流和预测负荷的最优线路。本文提出了一种通过将风电场并入电力系统来解决TEP问题的方法。采用混合启发式优化方法,在考虑风力发电不确定性的情况下,寻找待建的最优支路,以显示可再生能源对TEP的影响。将该方法应用于24总线IEEE测试系统,得到了不同情况下的最优解,验证了风电不确定性对最优方案的修正。
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