计及灵活配电单元的分布式电源优化配置方法
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TM91

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国家自然科学基金资助项目(61963026)


Optimal configuration method of distributed generation considering flexible distribution unit
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    摘要:

    分布式电源(distributed generation,DG)接入位置和容量的不合理规划会对配电网造成不利影响,而灵活配电单元具有灵活控制系统潮流分配和改善电压等优点,因此文中提出在规划中计及灵活配电单元的稳态计算模型和控制策略。为更合理地对DG进行选址和定容,文中首先建立基于全寿命周期成本(life cycle cost,LCC)、网络损耗和电压偏差3个指标的综合接受度标准模型。然后提出采用改进麻雀搜索算法(improved sparrow search algorithm,ISSA)对模型进行求解,并在算法中引入高斯变异和Tent混沌,提高算法的全局搜索能力及收敛速度。最后以IEEE 33节点配电网系统为例进行仿真,考虑未接入和接入灵活配电单元2种情况,分别运用粒子群优化(particle swarm optimization,PSO)算法、麻雀搜索算法(sparrow search algorithm,SSA)和ISSA进行求解。结果表明,计及灵活配电单元可以有效控制系统潮流,改善配置DG后的系统运行状态,并且ISSA比其他算法的优化结果更高效准确。

    Abstract:

    The unreasonable planning of the access location and capacity of distributed generation (DG) affects the distribution network. The flexible power distribution unit has the advantages of flexible power flow distribution and voltage improvement. The steady-state calculation model and control strategy model of the flexible distribution unit are put forward. In order to locate and fix the capacity of DGs more reasonably,the comprehensive acceptance standard model of three indexes,namely life cycle cost (LCC),network loss and voltage deviation are established firstly. Then,the improved sparrow search algorithm (ISSA) is proposed to solve the model. Gaussian variation and Tent chaos are introduced to improve the global searching ability and convergence speed of the algorithm. Finally,the IEEE 33-node distribution system is taken as an example for simulation analysis. Considering the two cases of unconnected and connected flexible distribution unit respectively,particle swarm optimization (PSO) algorithm,sparrow search algorithm (SSA) and ISSA are used to solve the problem. The results show that the power flow of the system and the system operating status after the DGs are configured can be improved by taking into account the flexible distribution unit. And the optimization result of the ISSA is more efficient and accurate than the optimization results of other algorithms.

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杨晓辉,杨爽,徐正宏,张柳芳,杨春生.计及灵活配电单元的分布式电源优化配置方法[J].电力工程技术,2023,42(1):19-25

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  • 收稿日期:2022-07-11
  • 最后修改日期:2022-10-08
  • 录用日期:2021-11-29
  • 在线发布日期: 2023-01-18
  • 出版日期: 2023-01-28
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