Risk-constrained optimal strategy for retailer forward contract portfolio

被引:57
|
作者
Ahmadi, Abdollah [1 ]
Charwand, Mansour [2 ]
Aghaei, Jamshid [3 ]
机构
[1] Iran Univ Sci & Technol, Dept Elect Engn, Tehran, Iran
[2] Tarbiat Modares Univ, Dept Elect Engn, Tehran, Iran
[3] Shiraz Univ Technol, Dept Elect & Elect Engn, Shiraz, Iran
关键词
Retailer; Forward contract; Financial risk; Stochastic programming; Benders decomposition; ELECTRICITY MARKETS; SELLING PRICE; POWER MARKETS; PROCUREMENT; ENERGY;
D O I
10.1016/j.ijepes.2013.05.051
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
In the medium term planning, the objective of an electricity retailer is to configure its forward contract portfolio and to determine the selling price offered to its clients. To procure the electricity energy to be sold to the clients, a retailer has to face by two major challenges. Firstly, at buying electricity energy, it must cope with uncertain pool prices and sign forward contracts at higher average prices. Secondly, at selling electricity, it should handle the demand uncertainty and consider this fact that customers might choose a different retailer if the selling price is not competitive enough. In this paper the financial risk associated with the market price uncertainty is modeled using expected downside risk, which is incorporated explicitly as a constraint in the mixed-integer stochastic optimization problem. Roulette wheel mechanism and Lattice Monte Carlo Simulation (LMCS) are employed for random scenario generation wherein the stochastic optimization problem is converted into its respective deterministic equivalents. The proposed optimization problem is solved by a decomposition technique using Benders decomposition algorithm. A realistic case study is implemented to demonstrate the capability of the proposed method. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:704 / 713
页数:10
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