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Distributed solution for the economic dispatch problem
29
Citations
26
References
2013
Year
Unknown Venue
Mathematical ProgrammingDistributed Energy SystemEngineeringDistributed Energy GenerationOperations ResearchSystems EngineeringDistributed ApproachDistributed Problem SolvingCombinatorial OptimizationEconomic DispatchComputer EngineeringDistributed Constraint OptimizationPower System OptimizationDistributed SystemsPower NetworkGraph TheorySmart GridEnergy ManagementSmart Distribution NetworkEconomic Dispatch Problem
A distributed approach for the economic dispatch of generating units is presented. It is assumed that the generators are connected by a communication graph. Each unit has information about itself, and can exchange information only with a few neighboring units in such a graph. Using graph theory and consensus algorithms, the proposed approach solves the economic dispatch problem in a distributed manner instead of existing centralized approaches. The proposed solution is shown to be optimal, independent of the initial power distribution, and to respond automatically to real-time load demand changes. Moreover, it requires only that the communication graph be connected. The effectiveness of the proposed algorithm is verified by simulating a standard IEEE test system.
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