2010 · 46 citations · 9 references
Distributed Energy SystemElectrical GridsArtificial Intelligence MethodologiesEngineeringPower Grid OperationFuture Smart GridsDistributed Energy GenerationScada SecurityIntelligent Energy SystemSystems EngineeringDistributed GenerationDistributed EnergyPower SystemsElectrical EngineeringComputer EngineeringPower System OptimizationSmall Power SystemSmart GridEnergy ManagementCyber-physical ScadaGrid Optimization
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.
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Demand-side view of electricity markets
Daniel S. Kirschen · IEEE Transactions on Power Systems · 2003 · 776 citations
MASCEM: a multiagent system that simulates competitive electricity markets
Isabel Praça, Carlos Ramos, Zita Vale et al. · IEEE Intelligent Systems · 2003 · 248 citations
Renewable Energy Futures: Targets, Scenarios, and Pathways
Eric Martinot, Carmen Dienst, Liu Weiliang et al. · Annual Review of Environment and Resources · 2007 · 138 citations · Full text
Profile-based object matching for information integration
AnHai Doan, Ying Lu, Yoonkyong Lee et al. · IEEE Intelligent Systems · 2003 · 62 citations
VPP operating in the isolated grid
Hugo Morais, P Kadar, Marílio Cardoso et al. · 2008 · 52 citations
Mathematical Programming, Distributed Energy System, Isolated Operation +15