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一种计及光伏发电功率不确定性的实时调度方法
引用本文:周瑜,杨明,王飞,王士柏,朱毅.一种计及光伏发电功率不确定性的实时调度方法[J].电力建设,2019,40(10):1-8.
作者姓名:周瑜  杨明  王飞  王士柏  朱毅
作者单位:电网智能化调度与控制教育部重点实验室(山东大学),济南市,250061;新能源电力系统国家重点实验室(华北电力大学),河北省保定市,071003;国网山东省电力公司电力科学研究院,济南市,250002;国网山东省电力公司经济技术研究院,济南市,250021
基金项目:国家电网公司科技项目 (52060018000X)
摘    要:大规模光伏发电注入电力系统,其功率的不确定性给实时调度带来了挑战,进而对光伏发电功率和负荷预测的精度提出了更高的要求。针对此问题,文章提出一种计及光伏发电功率不确定性的实时调度方法。首先,基于实时调度的有效稳态安全区域法和线性潮流模型,提出一种计及电压幅值的实时调度模型;其次,通过鲁棒优化等方式将原问题转化为确定性的线性规划问题求解;然后,根据所提方法,分析光伏发电功率和负荷预测精度对于电力系统实时调度安全性和经济性的影响;最后,通过改进IEEE 9节点系统和IEEE 118节点系统进行算例分析,说明所提方法的有效性和高效性。

关 键 词:光伏发电  功率预测  电压幅值  实时调度  安全性  经济性

A Real-Time Dispatch Model Considering the Uncertainty in Photovoltaic Power
ZHOU Yu,YANG Ming,WANG Fei,WANG Shibo,ZHU Yi.A Real-Time Dispatch Model Considering the Uncertainty in Photovoltaic Power[J].Electric Power Construction,2019,40(10):1-8.
Authors:ZHOU Yu  YANG Ming  WANG Fei  WANG Shibo  ZHU Yi
Abstract:When large-scale photovoltaic power generation is injected into power system, the uncertainty of its power output brings new challenges to real-time dispatch, and further puts forward higher requirements for the accuracy of photovoltaic power prediction. To solve this problem, a real-time scheduling method considering the power uncertainty of photovoltaic power generation is proposed in this paper. Firstly, on the basis of the effective steady-state security region method and linear power flow model of real-time dispatching, a real-time dispatching model considering voltage amplitude is proposed in this paper. Secondly, the original problem is transformed into a deterministic linear programming problem by robust optimization. Finally, according to the proposed method, effect of the accuracy of photovoltaic power and load forecasting on the security and economy of power system real-time dispatching is analyzed. In this paper, the effectiveness and efficiency of the method are illustrated by an example of modified IEEE 9-node system and the IEEE 118-node system.
Keywords:photovoltaic generation  power prediction  voltage magnitude  real-time dispatch  security  economy  
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