Robust Scheduling for Networked Microgrids Under Uncertainty

被引:6
|
作者
Zhang, Kai [1 ]
Troitzsch, Sebastian [1 ]
机构
[1] TUMCREATE, Electrificat Suite & Test Lab, Singapore, Singapore
来源
FRONTIERS IN ENERGY RESEARCH | 2021年 / 9卷 / 09期
基金
新加坡国家研究基金会;
关键词
electricity market; networked-microgrids operation; flexible loads; uncertainty; distributed generators; COORDINATED ENERGY MANAGEMENT;
D O I
10.3389/fenrg.2021.632852
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper proposes a framework that facilitates the energy exchange between networked microgrids (MGs) in the electricity market. An alternating direction method of multipliers (ADMM)-based robust optimization algorithm is proposed to derive the optimal energy exchange strategy for the networked MGs considering the uncertainties of the electrical load, intermittent generation, and electricity prices in the external market. The proposed method naturally lends itself to a classical market-clearing problem between two hierarchical levels comprising (i) main-grid-to-MG and (ii) MG-to-MG, aiding in the result interpretation and practical realization. Leveraging from the decentralized organization, the operational autonomy and information privacy of each MG is protected. The proposed framework is tested on a modified 144-node network with 3 MGs. The numerical experiments demonstrate the convergence of the proposed market clearing to the market equilibrium in different grid operational scenarios with different conservatism parameter settings for MG operators.
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页数:17
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