考虑源负荷协调的不确定双级规划交直流混合微电网优化运行方法

Xue Zhang, Miao-miao Zheng, Peng Li, Yuwei Li
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引用次数: 2

摘要

交直流混合微电网已成为电力领域的研究热点。为了充分利用交直流供电方式的互补优势,并考虑源负荷协调,本文提出了一种基于随机机会约束规划模型的交直流混合微网优化运行方法。该方法包括一个上层模型和一个下层模型。上层模型对负荷侧供电方式进行优化,以使输电损耗最小为目标。下层优化分布式电源和供电侧储能设备的输出,以交直流混合微电网运行成本最小化为目标。然后,介绍了一种由随机仿真、神经网络和粒子群算法组成的混合智能算法来求解不确定的双层最优模型。最后通过仿真算例验证了所提方法的正确性和有效性。
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Optimal Operation Method of Hybrid AC/DC Microgrid Considering Source-load Coordination Based on Uncertain Bi-level Programming
The hybrid AC/DC microgrid has come to the foreground of electrical region. In order to make full use of the complementary advantages of AC and DC power supply modes and considering source-load coordination, an optimal operation method of the hybrid AC/DC microgrid based on the stochastic chance constrained programming model is proposed in this paper. This method comprises an upper-level model and a lower-level model. The upper-level model optimizes the power supply mode of load side, which aims at minimizing the power transmission loss. The lower-level optimizes the output of distributed power and energy storage equipment of the power supply side, which aims at minimizing the running costs of the hybrid AC/DC microgrid. Then this paper introduces a hybrid intelligent algorithm composed of stochastic simulation, neural network and PSO to solve the uncertain bi-level optimal model. Finally, a simulation example is given to demonstrate the correctness and effectiveness of the proposed method.
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