DocumentCode :
2524127
Title :
Distributed energy resources management with cyber-physical SCADA in the context of future smart grids
Author :
Vale, Z. ; Morais, H. ; Faria, P. ; Khodr, H. ; Ferreira, J. ; Kadar, Peter
Author_Institution :
Knowledge Eng. & Decision Support Res., Center, Polytech. of Porto, Porto, Portugal
fYear :
2010
fDate :
26-28 April 2010
Firstpage :
431
Lastpage :
436
Abstract :
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 cyber-physical SCADA 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.
Keywords :
SCADA systems; artificial intelligence; distributed power generation; energy management systems; energy resources; integer programming; linear programming; power engineering computing; power generation scheduling; power system management; smart power grids; CPLEX-; artificial intelligence methodology; cyber-physical SCADA; demand response management; deterministic optimization technique; distributed energy resource management; distributed generation; electrical grids; energy supply; general algebraic modeling systems; generation unit scheduling; market simulation; mixed-integer linear programming model; power system energy management; smart grids; storage resources; Distributed control; Energy management; Energy resources; Innovation management; Linear programming; Load management; Power generation; Power system management; Resource management; Smart grids;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
MELECON 2010 - 2010 15th IEEE Mediterranean Electrotechnical Conference
Conference_Location :
Valletta
Print_ISBN :
978-1-4244-5793-9
Type :
conf
DOI :
10.1109/MELCON.2010.5476239
Filename :
5476239
Link To Document :
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