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考虑风光出力不确定性的含电制氢装置的电-气耦合配网系统经济运行分析
引用本文:斯琴卓娅,许晓敏,郑世鹏,王之怡,牛东晓. 考虑风光出力不确定性的含电制氢装置的电-气耦合配网系统经济运行分析[J]. 技术经济, 2022, 41(11): 24-39
作者姓名:斯琴卓娅  许晓敏  郑世鹏  王之怡  牛东晓
作者单位:华北电力大学,华北电力大学,华北电力大学,华北电力大学,华北电力大学经济与管理学院
基金项目:北京市社会科学基金项目(21JCC105)
摘    要:高效节能的电-气耦合配网系统能够同时考虑经济效益和环境成本,对提升配电网系统的经济性具有重要作用。本文提出了一个两阶段分布式鲁棒优化模型来解决经济运行问题,运用Wasserstein测度刻画风光出力预测误差概率分布的模糊不确定集,并构建了考虑风光出力不确定性的含电制氢装置的电-气联合系统分布式鲁棒优化运行模型。仿真结果表明:①电制氢装置的引入可以有效改善配网系统的电-气耦合,提高系统运行的稳定性和经济性。②考虑到环境成本,含电制氢装置的电-气耦合配网系统的污染物排放显著降低,保证了系统的低碳运行。③分布式鲁棒优化(distributionally robust optimization,DRO)模型能够抵抗不确定风电和光伏输出的干扰,保守性和计算复杂度相对较低,具有数据驱动的特点。

关 键 词:电-气耦合配网系统;Wasserstein测度;分布式鲁棒优化;环境成本
收稿时间:2022-05-30
修稿时间:2022-11-04

Economic Operation Analysis of Integrated Electric-Gas Distribution System considering E2H conversion process and Uncertainty
Siqin Zhuoy,Xu Xiaomin,Zheng Shipeng,Wang Zhiyi and Niu Dongxiao. Economic Operation Analysis of Integrated Electric-Gas Distribution System considering E2H conversion process and Uncertainty[J]. Technology Economics, 2022, 41(11): 24-39
Authors:Siqin Zhuoy  Xu Xiaomin  Zheng Shipeng  Wang Zhiyi  Niu Dongxiao
Affiliation:North China Electric Power University,North China Electric Power University,North China Electric Power University,North China Electric Power University,School of Economy and Management, North China Electric Power University
Abstract:The use of high-efficiency and energy-saving electricity gas coupling distribution network system provides an opportunity to consider increasing economic benefits and reducing environmental costs at the same time. In order to solve the problem of economic operation, a two-stage distributionally robust optimization model is proposed. The ambiguity uncertainty set of the probability distribution of wind power output prediction error is described by Wasserstein measure, and the distributionally robust optimization operation model of the combined electricity gas system of the electric hydrogen production plant considering the uncertainty of wind power output is constructed. The simulation results show that: Firstly, the introduction of electric hydrogen production device can effectively improve the electric gas coupling of distribution network system and improve the stability and economy of system operation. Secondly, considering the environmental cost, the pollutant emission of the electric gas coupling distribution network system of the electric hydrogen production unit is significantly reduced, ensuring the low-carbon operation of the system. Thirdly, distributionally robust optimization model can resist the interference of uncertain wind power and photovoltaic output, has relatively low conservatism and computational complexity, and has the characteristics of data-driven.
Keywords:integrated electric-gas distribution system   Wasserstein measure   distributionally robust optimization   environmental costs
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