2010 · 10 citations · 6 references
Natural ResourcesDecision SciencesEnergy EconomicsOptimizationSchedulingDistributed Energy ResourcesElectricity MarketsEnergy Management SystemsGenetic AlgorithmsMicrogridsPower Sector EconomicsGenetic Algorithm OptimizationIslanded Microgrid OperationIslanded OperationMicrogrid DispatchMicrogrid SchedulingObjective Function FormulationOptimal DispatchPower Generation Scheduling
The paper proposes a formulation for profit-based optimal generation scheduling by a microgrid (µgrid). Current methods normally assume either islanded operation, or utility-grid connected µgrid but lacking in market participation elements. The paper addresses this gap whereby the formulated objective function allows for autonomous decision-making to determine the hour by hour optimal dispatch of generators subject to system constraints including market parameters. The distributed generations in the modelled µgrid consist of wind turbines, microturbines and photovoltaic arrays while the system inputs are based on tropical conditions. A case study on the difference between grid-connected and islanded operation is presented. The results demonstrate the efficiency of using genetic algorithm to solve the optimization problem.
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Real-World MicroGrids-An Overview
Mike Barnes, Junji Kondoh, Hiroshi Asano et al. · 2007 · 361 citations · Full text
Engineering, Electrical Engineering, Distributed Systems +16
The wind energy potential of Malaysia
Kamaruzzaman Sopian, M. Y. Othman, A. Wirsat · Renewable Energy · 1995 · 108 citations