Robust Economic Model Predictive Control for Energy Dispatch in Smart Micro-grids Considering Demand Uncertainty

被引:0
作者
Nassourou, M. [1 ,2 ]
Blesa, J. [1 ,2 ]
Puig, V. [1 ,2 ]
机构
[1] Tech Univ Catalonia UPC, Automat Control Dept, Carrer Pau Gargallo 5, Barcelona 08028, Spain
[2] UPC, CSIC, Inst Robot & Informat Ind, Carrer Llorens Artigas 4-6, Barcelona 08028, Spain
来源
2019 24TH IEEE INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA) | 2019年
关键词
Smart Grid; Economic MPC; Robustness; Zonotope; Uncertainty; IDENTIFICATION;
D O I
10.1109/etfa.2019.8869130
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a robust economic model predictive control method based on a bounded description of the demand uncertainty for optimal energy dispatch in a smart micro-grid. The proposed method considers the effect of uncertainty by tightening the system constraints along the prediction horizon. The bounds of the tightened constraints are computed offline. A periodic terminal state constraint is included in order to guarantee stability. The proposed method is simpler and faster than closed-loop min-max based approaches. The proposed approach is assessed with the help of a smart-grid consisting of some photovoltaic (PV) panels, a wind generator, a hydroelectric generator, a diesel generator, and some storage devices interconnected via two DC-buses, from which load demands can draw required energy. Load demands are uncertain, but considered as bounded.
引用
收藏
页码:760 / 766
页数:7
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