太阳能学报2024,Vol.45Issue(3) :506-516.DOI:10.19912/j.0254-0096.tynxb.2022-1741

基于改进ADMM的含分布式光伏的配电网电压无功优化方法

VOLT/VAR OPTIMIZATION METHOD OF DISTRIBUTION NETWORK WITH DISTRIBUTED PHOTOVOLTAIC BASED ON IMPROVED ADMM

孙胜博 饶尧 郭威 乐健 张然 孙志成
太阳能学报2024,Vol.45Issue(3) :506-516.DOI:10.19912/j.0254-0096.tynxb.2022-1741

基于改进ADMM的含分布式光伏的配电网电压无功优化方法

VOLT/VAR OPTIMIZATION METHOD OF DISTRIBUTION NETWORK WITH DISTRIBUTED PHOTOVOLTAIC BASED ON IMPROVED ADMM

孙胜博 1饶尧 2郭威 1乐健 3张然 4孙志成2
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作者信息

  • 1. 国网河北省电力有限公司营销服务中心,石家庄 050021
  • 2. 国网电力科学研究院有限公司(南瑞集团有限公司),南京 211000;国网电力科学研究院武汉能效测评有限公司,武汉 430074
  • 3. 武汉大学电气与自动化学院,武汉 430072
  • 4. 国网河北省电力有限公司,石家庄 050021
  • 折叠

摘要

由于所建立含分布式光伏(PV)的有源配电网电压无功优化模型是一个典型的非凸混合整数非线性优化模型,提出一种改进交替方向乘子法(ADMM)来求解含分布式光伏的配电网电压无功优化问题.首先以有载调压变压器和投切电容器组为例,建立一种新的广义可分解有源配电网电压无功优化模型,然后根据ADMM算法将有源配电网电压无功优化模型分解为2个子问题求解,并设计惩罚参数的自适应调节机制以加速收敛.在3个不同规模有源配电网算例上进行仿真测试,结果表明,所提出改进ADMM方法具有较好的收敛性和最优解.

Abstract

Since the voltage and reactive power optimization model of distribution network with distributed photovoltaic(PV)is a typical non convex mixed integer nonlinear optimization model,this paper proposes an improved alternating direction multiplier method(ADMM)to solve the voltage and reactive power optimization problem of distribution network with distributed photovoltaic.Taking on load tap changer and switched capacitor bank as examples,a new generalized decomposable voltage and reactive power optimization model of active distribution network with distributed photovoltaic is established.Then,the voltage and reactive power optimization model of distribution network with distributed photovoltaic is decomposed into two subproblems to solve according to ADMM algorithm,and a self-adaptive adjustment mechanism of penalty parameters is designed to accelerate convergence.Simulation tests on three distribution network examples of different scales show that the improved ADMM method proposed in this paper has better convergence and better optimal solution.

关键词

分布式光伏/无功优化/交替方向乘子法/收敛性/全局最优

Key words

distributed photovoltaic/reactive power optimization/alternating direction multiplier method/astringency/global optimum

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基金项目

国家电网总部管理科技项目(1400-202213424A-2-0-ZN)

出版年

2024
太阳能学报
中国可再生能源学会

太阳能学报

CSTPCDCSCD北大核心
影响因子:0.392
ISSN:0254-0096
被引量3
参考文献量28
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