2012 · 177 citations · 10 references
ComputingDecision SciencesDistributed SystemsEnergy SystemsOptimizationDistributed AlgorithmsDistributed ComputingDistributed Energy ResourcesDistributed SchedulingEnergy Management SystemsPower ManagementDispatchingDispatching AlgorithmsDistributed Energy SystemsOptimal DispatchOptimal Energy SchedulingOptimal Power DispatchReactive Power CompensationReactive Power Control
Distributed energy resources can supply active or reactive power at a quadratic cost, subject to individual capacity limits. The study seeks to optimally dispatch these resources without a centralized controller. A low‑complexity iterative algorithm that exchanges local information among neighboring DERs, implemented on a wireless testbed, is proposed. The algorithm is proven to converge to the unique optimal solution of the dispatch problem.
In this paper, we address the problem of optimally dispatching a set of distributed energy resources (DERs) without relying on a centralized decision maker. We consider a scenario where each DER can provide a certain resource (e.g., active or reactive power) at some cost (namely, quadratic in the amount of resource), with the additional constraint that the amount of resource that each DER provides is upper and lower bounded by its capacity limits. We propose a low-complexity iterative algorithm for DER optimal dispatch that relies, at each iteration, on simple computations using local information acquired through exchange of information with neighboring DERs. We show convergence of the proposed algorithm to the (unique) optimal solution of the DER dispatch problem. We also describe a wireless testbed we developed for testing the performance of the algorithms.
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