考虑风电出力时空相关性的暂态稳定约束最优潮流OA
Transient stability constrained optimal power flow considering spatio-temporal correlation of wind power output
风力发电场出力存在不确定性,且在时间和空间上存在一定相关性,大规模风电接入电力系统后,如果未能充分考虑其时空相关性,可能会给暂态稳定约束最优潮流(transient stability constrained optimal power flow,TSCOPF)计算带来一定偏差,因此文中提出一种考虑风电出力时空相关性的 TSCOPF 计算方法.首先,为考虑风电场出力在时间和空间维度上的相互关系,构建包含时空相关性的风电出力模型;其次,基于联合机会约束(joint chance constraint,JCC)理论构建概率约束,并在此基础上建立基于 JCC 理论的 TSCOPF模型;然后,采用混合样本平均近似(mix sample average approximation,MSAA)对 JCC 进行处理,将 JCC问题转化为线性规划(linear programming,LP)问题,采用 CPLEX 求解器进行求解;最后,在改进的 IEEE 39节点系统进行仿真分析,仿真结果表明,所提方法能够在系统安全稳定的前提下,得到最佳的运行方案.
There is uncertainty in the output of wind farms,and there are also certain correlation in time and space.The random variables brought by these wind farms are introduced into the system,which may bring certain deviations to the calculation of the transient stability constrained optimal power flow(TSCOPF)if their temporal and spatial correlations are not adequately taken into account.Therefore,a TSCOPF model and calculation method considering the spatio-temporal correlation of wind power output are proposed.Firstly,a wind power output model containing spatio-temporal correlation is constructed to consider the correlation between wind farm power output in time and space dimensions.Secondly,a probability constraint is constructed based on the joint chance constraint(JCC)theory and a TSCOPF model based on JCC theory is established on this basis.Then a mix sample average approximation(MSAA)is used to process JCC,and JCC problem is transformed into a linear programming(LP)problem,which is solved by the CPLEX solver.Finally,simulation analysis is carried out at the improved IEEE 39-bus system,and the simulation results show that the proposed method can obtain the optimal operation scheme while ensuring system safety and stability.
刘颂凯;刘旺江;胡畔;高坤;张磊;黄平川
三峡大学电气与新能源学院,湖北 宜昌 443002||新能源微电网湖北省协同创新中心,湖北 宜昌 443002三峡大学电气与新能源学院,湖北 宜昌 443002||新能源微电网湖北省协同创新中心,湖北 宜昌 443002三峡大学电气与新能源学院,湖北 宜昌 443002||新能源微电网湖北省协同创新中心,湖北 宜昌 443002||国网湖北省电力有限公司电力科学研究院,湖北 武汉 430077国网湖南省电力有限公司常德供电分公司,湖南 常德 415130三峡大学电气与新能源学院,湖北 宜昌 443002||新能源微电网湖北省协同创新中心,湖北 宜昌 443002三峡大学电气与新能源学院,湖北 宜昌 443002||新能源微电网湖北省协同创新中心,湖北 宜昌 443002
信息技术与安全科学
风电时空相关性不确定性暂态稳定约束最优潮流(TSCOPF)联合机会约束(JCC)混合样本平均近似(MSAA)
wind powerspatial-temporal correlationuncertaintytransient stability constrained optimal power flow(TSCOPF)joint chance constraint(JCC)mix sample average approximation(MSAA)
《电力工程技术》 2026 (6)
12-20,9
国家自然科学基金资助项目(52407118) 本文得到梯级水电站运行与控制湖北省重点实验室(三峡大学)开放基金项目(2023KJX06)资助,谨此致谢!
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