Optimal Scheduling of AC/DC Comprehensive Energy Network via Risk Embedded Two-stage Stochastic Optimization

被引:0
|
作者
Li, Yuanzheng [1 ]
Yin, Jiaming [1 ]
Zhao, Tianyang [2 ]
Liu, Yun [3 ]
Wei, Fanrong [4 ]
机构
[1] Huazhong Univ Sci & Technol, Wuhan 430074, Peoples R China
[2] North China Elect Power Univ, Beijing 102206, Peoples R China
[3] Shenzhen Univ, Shenzhen 518060, Peoples R China
[4] Univ Rhode Isl, Kingston, RI 02881 USA
基金
中国国家自然科学基金;
关键词
Comprehensive energy network; energy flow; risk; stochastic optimization; scheduling; OPERATION; MODEL; HUBS;
D O I
10.1109/icps.2019.8733324
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In this paper, a risk embedded two-stage stochastic optimization model is proposed to optimize the scheduling of the AC/DC comprehensive energy network (CEN). In the day-ahead scheduling, based on the forecast photovoltaic (PV) output and various loads, the first stage optimization model is established to minimize the operation cost in a daily time interval. In the realtime scheduling, considering that the PV output and loads are stochastic, the scenarios reduction based Monte Carlo method is used to generate multiple scenarios, and the second stage stochastic optimization model is adopted to minimize the weight sum of the expected deviation costs in the scenarios and the corresponding variance. A case of the CEN system has been studied, and results have been compared to verify the effectiveness of proposed method.
引用
收藏
页码:75 / 83
页数:9
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