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Transmission Expansion Planning with Linearized AC Load Flow by Special Ordered Set Method

机译:交流有序潮流的特殊有序集法输电扩展规划

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This paper presents a model for a transmission expansion planning (TEP) problem in which both active and reactive power as well as voltage magnitude of buses are considered through linearized alternating current (AC) load-flow constraints. The proposed approach uses the special ordered set of Type 2 (SOS2) to obtain the optimal global solution of the approximated linear model of TEP, which is indeed a mixed-integer linear programming (MILP) problem. This linear binary model can be effectively solved by existing off-the-shelf solvers using the branch and bound algorithm. The solution obtained is guaranteed to be globally optimal, whereas most mixed-integer nonlinear programming (MINLP) solvers could not guarantee an obtainable global optimal solution for nonconvex problems. The accuracy level of the solutions for the approximated linearized model can be easily controlled by adjusting specific parameters to suitable values. Results obtained through a simulation study show the effectiveness and applicability of the linear model presented. As numerous simulation studies show, the proposed methodology is reliable and robust.
机译:本文提出了一种传输扩展规划(TEP)问题的模型,其中通过线性化交流(AC)潮流约束来考虑母线的有功功率和无功功率以及电压大小。所提出的方法使用类型2的特殊有序集(SOS2)来获得TEP近似线性模型的最佳全局解,这实际上是一个混合整数线性规划(MILP)问题。现有的现成的求解器可以使用分支定界算法有效地求解此线性二进制模型。保证获得的解是全局最优的,而大多数混合整数非线性规划(MINLP)求解器无法保证获得非凸问题的全局最优解。通过将特定参数调整为合适的值,可以轻松地控制近似线性化模型的解的精度级别。通过仿真研究获得的结果表明了所提出的线性模型的有效性和适用性。正如大量仿真研究表明的那样,所提出的方法是可靠且健壮的。

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