朱永胜, 杨俊林, 董燕, 瞿博阳, 廖伍代, 陈斌. 考虑风-车不确定性接入的节能减排动态调度研究[J]. 太阳能学报, 2021, 42(8): 316-324. DOI: 10.19912/j.0254-0096.tynxb.2020-0374
引用本文: 朱永胜, 杨俊林, 董燕, 瞿博阳, 廖伍代, 陈斌. 考虑风-车不确定性接入的节能减排动态调度研究[J]. 太阳能学报, 2021, 42(8): 316-324. DOI: 10.19912/j.0254-0096.tynxb.2020-0374
Zhu Yongsheng, Yang Junlin, Dong Yan, Qu Boyang, Liao Wudai, Chen Bin. DYNAMIC DISPATCHING WITH WIND-ELECTRIC VEHICLE UNCERTAINTY ACCESSING FOR ENERGY SAVING AND EMISSION REDUCTION[J]. Acta Energiae Solaris Sinica, 2021, 42(8): 316-324. DOI: 10.19912/j.0254-0096.tynxb.2020-0374
Citation: Zhu Yongsheng, Yang Junlin, Dong Yan, Qu Boyang, Liao Wudai, Chen Bin. DYNAMIC DISPATCHING WITH WIND-ELECTRIC VEHICLE UNCERTAINTY ACCESSING FOR ENERGY SAVING AND EMISSION REDUCTION[J]. Acta Energiae Solaris Sinica, 2021, 42(8): 316-324. DOI: 10.19912/j.0254-0096.tynxb.2020-0374

考虑风-车不确定性接入的节能减排动态调度研究

DYNAMIC DISPATCHING WITH WIND-ELECTRIC VEHICLE UNCERTAINTY ACCESSING FOR ENERGY SAVING AND EMISSION REDUCTION

  • 摘要: 以节能减排调度为研究框架,针对风电出力的随机性,采用自回归滑动平均模型(auto-regressive and moving average,ARMA)生成大量风速场景,并基于场景削减技术得到具有代表性的典型风速;针对电动汽车入网的不确定性,采用随机概率抽样的电动汽车集群模型,最终建立风-车互动接入的多目标电力调度动态模型。以CPLEX作为求解工具,采用模糊两阶段规划方法求解折衷规划结果。通过不同场景、不同电动汽车规模等算例,分析风电及电动汽车接入电网的调度策略及优化结果,验证所提模型及相关调度策略在改善电网运行经济性、降低污染气体排放方面的优势。

     

    Abstract: Based on the framework of energy saving and emission reduction,aiming at the randomness of wind power output,the autoregressive and moving average(ARMA)model is used to generate a large number of wind speed scenarios,and representative typical wind speeds are obtained based on scenario reduction technology. Furthermore,in view of the uncertainty of electric vehicles accessing the power grid,the cluster model of electric vehicles with random probability sampling is used,and the dynamic model of multiobjective power dispatching with wind-vehicle interaction is finally established. Also,this paper takes CPLEX as the solving tool,and the compromise dispatching results are solved by using fuzzy two-stage programming method. Through different scenarios,different scale of electric vehicles and other examples,the dispatching strategy and optimization results of wind power and electric vehicles connected to power grid are analyzed. The advantages of the proposed model and relevant dispatching strategies in improving the operation economy of power grid and reducing pollution gas emissions are verified.

     

/

返回文章
返回