면역알고리즘 기반의 MECs (에너지허브) 시스템
- Title
- 면역알고리즘 기반의 MECs (에너지허브) 시스템
- Alternative Title
- An Immune Algorithm based Multiple Energy Carriers System
- Issued Date
- 2014-08
- Type
- Article
- ISSN
- 1598-6411
- Abstract
-
Recently,inpowersystem studies,MultipleEnergyCarriers(MECs)suchasEnergyHubhasbeen
broadlyutilizedinpowersystem plannersandoperators.Particularly,EnergyHubperformsoneofthemost
importantroleastheintermediateinimplementingtheMECs.However,itstillneedstobeputunderexamination
inbothmodelingandoperatingconcerns.Forinstance,aprobabilisticoptimizationmodelistreatedbyarobust
globaloptimization techniquesuch asmulti-agentgeneticalgorithm (MAGA)which can supporttheonline
economicdispatchofMECs.MAGA alsoreducestheinevitableuncertaintycausedbytheintegrationofselected
inputenergycarriers.However,MAGA onlyconsiderscurrentstateoftheintegrationofselectedinputenergy
carriersinconjunctivewiththeconditionofsmartgridenvironmentsfordecisionmakinginEnergyHub.Thus,
inthispaper,weproposeanimmunealgorithm basedMultipleEnergyCarriersSystem whichcanadoptthe
learningprocessinordertomakeaselfdecisionmakinginEnergyHub.Inparticular,theproposedimmune
algorithm considersthepreviousstate,thecurrentstate,andthefuturestateoftheselectedinputenergycarriers
inordertopredictthenextdecisionmakingofEnergyHubbasedontheprobabilisticoptimizationmodel.The
below figureshowstheproposedimmunealgorithm basedMultipleEnergyCarriersSystem.Finally,wewill
comparetheonlineeconomicdispatchofMECsoftwoalgorithmssuchasMAGA andimmunealgorithm based
MECsbyusingRealTimeDigitalSimulator(RTDS).
- Publisher
- 한국태양에너지학회
- Related Researcher
-
-
Son, Byungrak 에너지융합연구부
- Research Interests 연료전지; Fuel Cell; 하이브리드 전원; Hybrid Power; 스택; Stack; 촉매; Catalyst; 연료전지시스템; Fuel Cell System;센서네트워크;Sensor Network
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- Appears in Collections:
- Division of Energy Technology 1. Journal Articles
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