A Novel CVaR Based Portfolio Optimization Model for LDC Electricity Procurement

被引:0
作者
Huang, Hailun [1 ]
Yan, Zheng [1 ]
Hou, Yunhe [2 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Elect Engn, Dongchuan Rd 800, Shanghai 200240, Peoples R China
[2] Tsinghua Univ, Natl Key Lab Power Syst, Shenzhen 518055, Peoples R China
来源
2008 JOINT INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON) AND IEEE POWER INDIA CONFERENCE, VOLS 1 AND 2 | 2008年
关键词
Efficient Frontier; Electricity Market; Electricity-Procurement; Conditional Value at Risk (CVaR); Portfolio Optimization; Risk Management;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Based on the CVaR theory in financial risk field, a novel electricity-procurement portfolio optimization model for a local distribution company (LDC) is proposed, considering the risk and expected purchase cost synthetically. The conditional value at risk (CVaR) is used as the risk measurement index. The new model is applied to determine the electricity allocation ratio and efficient frontiers for the LDC in three markets. Simulation results demonstrate that the proposed model is correct, and it can guarantee the LDC to bear the minimum CVaR risk within a certain expected purchase cost. It provides an effective way for the LDC to make purchase decision and manage risks.
引用
收藏
页码:279 / +
页数:2
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