Optimal Power Flow With Large-Scale Storage Integration

被引:165
作者
Gayme, Dennice [1 ]
Topcu, Ufuk [2 ]
机构
[1] Johns Hopkins Univ, Dept Mech Engn, Baltimore, MD 21218 USA
[2] CALTECH, Dept Comp & Math Sci, Pasadena, CA 91125 USA
关键词
Distributed power generation; electric power dispatch; energy storage; optimization methods; power system analysis; power system control; ENERGY-STORAGE; SYSTEMS;
D O I
10.1109/TPWRS.2012.2212286
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
Restructuring of the electric power industry along with mandates to integrate renewable energy sources is introducing new challenges for the electric power system. Intermittent power sources, in particular, require mitigation strategies in order to maintain consistent power on the electric grid. We investigate distributed energy storage as one such strategy. Our model for optimal power flow with storage augments the usual formulation by adding simple charge/discharge dynamics for energy storage collocated with load and/or generation buses cast as a finite-time optimal control problem. We first propose a solution strategy that uses a convex optimization based relaxation to solve the optimal control problem. We then use this framework to illustrate the effects of various levels of energy storage using the topology of IEEE benchmark systems along with both time-invariant and demand-based cost functions. The addition of energy storage and demand-based cost functions significantly reduces the generation costs and flattens the generation profiles.
引用
收藏
页码:709 / 717
页数:9
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