Search results for "indicator based evolutionary algorithm"

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A Generalized Framework for Optimal Sizing of Distributed Energy Resources in Micro-Grids Using an Indicator-Based Swarm Approach

2014

In this paper, a generalized double-shell framework for the optimal design of systems managed optimally according to different criteria is developed. Optimal design is traditionally carried out by means of minimum capital and management cost formulations and does not typically consider optimized operation. In this paper, the optimized multiobjective management is explicitly considered into the design formulation. The quality of each design solution is indeed defined by the evaluation of operational costs and capital costs. Besides, the assessment of the operational costs term is deduced by means of the solution of a multiobjective optimization problem. Each design solution is evaluated usin…

Optimal designMathematical optimizationEngineeringNSGA-IIbusiness.industrymicrogridsPareto principleGlow-worm optimizationindicator based evolutionary algorithmMulti-objective optimizationComputer Science ApplicationsSettore ING-IND/33 - Sistemi Elettrici Per L'EnergiaSettore ING-IND/31 - ElettrotecnicamicrogridPower system simulationControl and Systems EngineeringDistributed generationmicrogrids;indicator based evolutionary algorithm;Glow-worm optimization;planning;NSGA-IICapital costMicrogridplanningElectrical and Electronic EngineeringbusinessActivity-based costingInformation SystemsIEEE Transactions on Industrial Informatics
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