Islanding-Aware Robust Energy Management for Microgrids

被引:119
作者
Guo, Yuanxiong [1 ]
Zhao, Chaoyue [2 ]
机构
[1] Oklahoma State Univ, Sch Elect & Comp Engn, Stillwater, OK 74078 USA
[2] Oklahoma State Univ, Sch Ind Engn & Management, Stillwater, OK 74078 USA
关键词
Microgrids; energy management; uncertainty; robustness; islanding; CONSTRAINED UNIT COMMITMENT; WIND POWER; OPTIMIZATION; STORAGE;
D O I
10.1109/TSG.2016.2585092
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
With the current trend of transforming a centralized power system into a decentralized one for efficiency, reliability, and environmental reasons, the concept of a microgrid that integrates a variety of distributed energy resources into distribution networks is gaining popularity. In this paper, we investigate the energy management of a microgrid with renewable energy sources (RESs), such as wind turbines and solar panels, and co-generation in both grid-connected and islanded modes. To address the uncertainties associated with RES power output and grid-connection condition in the microgrid, we propose a two-stage adaptive robust optimization approach to provide a robust unit commitment schedule for co-generation units, with the objective of minimizing the total operating cost under the worst-case scenario of renewable power output and grid-connection condition. The proposed approach ensures robust microgrid operation in consideration of worst-case scenarios, and the over-conservatism can also be mitigated by introducing "budget of uncertainty" parameters. Finally, a case study is conducted to show the effectiveness of the proposed approach.
引用
收藏
页码:1301 / 1309
页数:9
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