Distributed Energy Resources Management with Cyber-Physical SCADA in the Context of Future Smart Grids

被引:19
|
作者
Vale, Z. [1 ]
Morais, H. [1 ]
Faria, P. [1 ]
Khodr, H. [1 ]
Ferreira, J. [1 ]
Kadar, Peter [1 ]
机构
[1] Inst Engn Polytech Porto ISEP IPP, Knowledge Engn & Decis Support Res Ctr GECAD, Oporto, Portugal
关键词
ELECTRICITY MARKETS;
D O I
10.1109/MELCON.2010.5476239
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
In the energy management of a small power system, the scheduling of the generation units is a crucial problem for which adequate methodologies can maximize the performance of the energy supply. This paper proposes an innovative methodology for distributed energy resources management. The optimal operation of distributed generation, demand response and storage resources is formulated as a mixed-integer linear programming model (MILP) and solved by a deterministic optimization technique CPLEX-based implemented in General Algebraic Modeling Systems (GAMS). The paper deals with a vision for the grids of the future, focusing on conceptual and operational aspects of electrical grids characterized by an intensive penetration of DG, in the scope of competitive environments and using artificial intelligence methodologies to attain the envisaged goals. These concepts are implemented in a computational framework which includes both grid and market simulation.
引用
收藏
页码:431 / 436
页数:6
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