基于机会约束混合整数规划的风火协调滚动调度  

Rolling Dispatch of Wind-Coal Coordinated System Based on Chance-Constrained Mixed Integer Programming

作　　者：马燕峰[1] 陈磊[1] 李鑫[1] 赵书强[1] 刘金山 甘嘉田 

机构地区：[1]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 [2]国网青海省电力公司调控中心,青海省西宁市810008 [3]国网青海省电力公司电力科学研究院,青海省西宁市810008

出　　处：《电力系统自动化》2018年第5期127-132,175,共7页Automation of Electric Power Systems

基　　金：国家重点研发计划资助项目(2017YFB0902200);河北省自然科学基金资助项目(E2017502077)~~

摘　　要：为降低大规模风电随机性和波动性对电力系统调度的影响,保障电力系统运行的安全性和经济性,提出了考虑风电功率特性的基于机会约束混合整数规划的滚动调度模型。首先,研究了风电功率特性及风电预测误差和风电爬坡事件对系统调度的影响。然后,建立了考虑风电功率特性的机会约束混合整数规划滚动调度模型。通过滚动调度策略,有效减少系统备用容量,降低系统运行成本,提高系统的经济性,模型考虑风电爬坡约束,能有效降低风电爬坡事件的危害,提高系统的安全性。最后,通过算例对所提模型和调度策略的有效性进行了验证,结果表明,模型和调度策略能结合风电功率特性,有效兼顾系统的安全性和经济性。In order to significantly reduce the effect of randomness and fluctuation of large-scale wind power on power system dispatch,a rolling dispatch model based on chance-constrained mixed integer programming（CCMIP）is proposed by taking wind power characteristics into consideration.Firstly,the influence of wind power characteristics on power system scheduling is studied,and it is proposed that wind prediction errors and wind ramp events may affect system dispatch.Then,rolling dispatch model based on CCMIP is introduced to consider wind power characteristics.Rolling dispatch strategy can effectively reduce the system reserve capacity and cost.In the model,the wind ramp constraint can effectively solve the problem of wind ramp events and improve the safety of the system.Finally,case studies are carried out to analyze effectiveness of model and rolling dispatch strategy.Results indicate that the model and strategy can utilize wind power characteristics and realize balance between risk and cost.

关 键 词：预测误差 风电爬坡事件 机会约束混合整数 滚动调度 随机性 波动性 

分 类 号：TM73[电气工程—电力系统及自动化]