基于乘数交替方向法的分布式跨区域调度方法

Qain Ma, Liang Zhang, Xiuli Wang, Ziqiang Wang, He Huang, Peng Li
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引用次数: 0

摘要

针对互联电力系统协调优化调度问题,提出了一种基于交替方向乘数法(ADMM)的分布式区域间经济调度方法。首先,考虑区域内机组出力的上下限、爬坡率和备用等约束以及并网线路的电量交易计划,建立了跨区域互联电力系统的集中调度模型;然后,基于ADMM重构集中式调度模型,建立以子区域为基本单元的分布式调度模型。区域间仅交换联络线电力信息,无需在区域内传递机组和负荷信息,有效保护了隐私数据。为了应对负荷和可再生能源的不确定性,采用条件风险值法(CVaR)控制成本波动。最后,将所提方法应用于改进的IEEE-118总线系统进行仿真,结果验证了所提方法的有效性。
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Distributed Inter-Regional Dispatching Method Based on Alternating Direction Method of Multipliers
Aiming at the coordinated optimal dispatching problem of interconnected power system, a distributed interregional economic dispatching method based on alternating direction method of multipliers (ADMM) is proposed. Firstly, considering the constraints such as the upper and lower limits of units’ output, ramping rate and reserve within the regions and the power transaction plan of tie line, a centralized dispatching model of inter-regional interconnected power system is established. Then, the centralized model is reconstructed based on ADMM to establish a distributed dispatching model with sub regions as the basic units. Only the information of tie-line power is exchanged among regions, and there is no need to deliver the units’ and load’s information within regions, which effectively protects the privacy data. In order to cope with the uncertainty of load and renewable energy, the method of conditional value at risk (CVaR) is adopted to control the fluctuation of cost. Finally, the proposed method is applied to improved IEEE-118 bus system for simulation, and the results verify the effectiveness of the proposed method.
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