A robust economic dispatch method for an integrated energy system considering multiple uncertainties of source and load

被引:0
|
作者
Ma, Guozhen [1 ]
Lin, Yujun [2 ]
Zhang, Zeya [1 ]
Yin, Binxin [2 ]
Pang, Ning [1 ]
Miao, Shihong [2 ]
机构
[1] Economic Research Institute of State Grid Hebei Electric Power Company, Shijiazhuang,050000, China
[2] State Key Laboratory of Advanced Electromagnetic Engineering and Technology, Hubei Electric Power Security and High Efficiency Key Laboratory, School of Electrical and Electronic Engineering, Huazhong University of Science and Technology, Wuhan,430074, Chi
基金
中国国家自然科学基金;
关键词
Stochastic systems - Compressed air energy storage - Optimization - Electric energy storage - Compressed air - Digital storage - Renewable energy resources - Stochastic models;
D O I
10.19783/j.cnki.pspc.201614
中图分类号
学科分类号
摘要
Multiple uncertain factors such as renewable energy output, purchase price and integrated demand response pose serious challenges to the safe and economic operation of integrated energy systems. Precision modeling of uncertain factors can effectively improve the effectiveness and superiority of the integrated energy system scheduling strategy. Based on the analysis of the characteristics of multiple uncertainties, this paper first uses a random scenario and robust optimization methods to model multiple uncertainties such as energy purchase price, wind and solar output, and integrated demand response. In addition, because Advanced Adiabatic Compressed Air Energy Storage (AA-CAES) has the advantages of cold-heat-electricity combined storage, it can enhance the flexibility of system operation. Therefore, this paper chooses AA-CAES as the IES Energy storage system. Then we construct an IES robust-stochastic optimization model with AA-CAES, and use the bat algorithm to analyse the model. Finally, a simulation analysis is carried out based on the data of a certain area. The results show that the proposed method can reduce the operating cost of the system and realize the coordination and optimization of economy and robustness. © 2021 Power System Protection and Control Press.
引用
收藏
页码:43 / 52
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