Optimal trading strategy for integrated energy company based on integrated demand response considering load classifications

被引:21
|
作者
Ma, Zhoujun [1 ,2 ]
Zheng, Yuping [1 ,3 ]
Mu, Chenlu [4 ]
Ding, Tao [4 ]
Zang, Haixiang [1 ]
机构
[1] Hohai Univ, Coll Energy & Elect Engn, Nanjing 210098, Peoples R China
[2] State Grid Jiangsu Elect Power Co Ltd, Nanjing Power Supply Branch, Nanjing 210019, Peoples R China
[3] NARI Grp Corp, Nanjing 211000, Peoples R China
[4] Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Integrated energy system; Integrated demand response; Integrated energy company; Mean-variance portfolio; POWER-TO-GAS; NATURAL-GAS; ELECTRICITY; OPTIMIZATION; SYSTEM; MARKET; NETWORK; HEAT; FLOW; MECHANISM;
D O I
10.1016/j.ijepes.2020.106673
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Integrated energy systems (IESs) have become a new transition for the traditional electricity industry. In the context of energy mix, end-users participating markets should consider diverse energy mix. Therefore, this paper proposes a day-ahead integrated energy market structure that allows electricity, heat energy and natural gas to trade simultaneously. Aiming at the maximal profit of integrated energy company (IECO) in the market, an optimal trading strategy based on integrated demand response (IDR) is optimized considering complex energy flow constraints of power distribution system, heat system and natural gas system. In this model, the IDR can be carried out based on three steps, i.e. information sharing of the integrated energy market, energy conversion of Energy Hub (EH) and flexible loads scheduling in the retail market. In particular, flexible loads are classified into shiftable loads, reducible loads and convertible loads according to their characteristics. Furthermore, a conditional value-at-risk based mean-variance portfolio model is set up to address the uncertain market prices. Finally, simulation results on a test system with a 33-bus power distribution system, an 11-node natural gas system and a 6-node District Heat System (DHS) demonstrate the effectiveness of the proposed model.
引用
收藏
页数:13
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