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A bi-level programming method for transmission planning with large-scale intermittent generations considering stochastic optimal power flow

机译:考虑随机最优潮流的大规模间歇发电计划的双层规划方法

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The Grid-connection of large-scale intermittent generations brings new challenges to transmission networks (TN). Based on the analysis of life cycle cost (LCC) of TN, taking TN planning as the main decision issue and reliability assessment as a sub-issue, a master-slave relationship of hierarchical decision is formed. Using the multilayer programming theory, a bi-level programming model of TN is proposed. The upper level aims at the optimal LCC and generates a planning scheme. Considering the uncertainties of intermittent generation outputs, loads and line outages, a linear dc stochastic optimal power flow model (SOPF) is formulated to assess the reliability of the generated scheme on lower level. Hybrid algorithm combined an improved deferential evolution algorithm, three-point estimate method and linear programming is adopted to solve the proposed model. Results of 18-bus system show feasibility and validity of proposed method.
机译:大规模间歇式电网并网给传输网络(TN)带来了新的挑战。在对TN的生命周期成本(LCC)进行分析的基础上,以TN规划为主要决策问题,可靠性评估为子问题,形成了层次决策的主从关系。运用多层规划理论,提出了TN的双层规划模型。上层目标是最佳LCC并生成计划方案。考虑到间歇性发电输出,负荷和线路中断的不确定性,制定了线性直流随机最优潮流模型(SOPF),以评估较低水平下发电方案的可靠性。该模型采用改进的差分进化算法,三点估计和线性规划相结合的混合算法求解。 18总线系统的结果表明了该方法的可行性和有效性。

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