Planning Integrated Energy Systems in Local Communities under Uncertainty

dc.contributor.affiliationUniversity of Edinburgh
dc.contributor.affiliationUniversity of Edinburgh
dc.contributor.affiliationUniversity of Edinburgh
dc.contributor.authorSUN, Wei
dc.contributor.authorYANG, Jingjie
dc.contributor.authorHARRISON, Gareth
dc.contributor.countryUnited Kingdom
dc.contributor.countryUnited Kingdom
dc.contributor.countryUnited Kingdom
dc.contributor.detailedauthorSUN, Wei, University of Edinburgh, United Kingdom
dc.contributor.detailedauthorYANG, Jingjie, University of Edinburgh, United Kingdom
dc.contributor.detailedauthorHARRISON, Gareth, University of Edinburgh, United Kingdom
dc.date.accessioned2019-07-24T12:49:18Z
dc.date.available2019-07-24T12:49:18Z
dc.date.conferencedate3-6 June 2019
dc.date.issued2019-06-03
dc.description.abstractThis paper develops an optimal planning method for local energy system (LES) based on energy hub model, considering uncertainty quantification with global sensitivity analysis (GSA) towards robust design. First, a deterministic planning optimization is conducted to acquire the basic case of installation decisions for LES. Second, uncertainty analysis was carried out based on deterministic results, with proper distribution of variation for uncertainty parameters introduced and large size sample collected with Monte Carlo method. Finally, GSA is conducted by calculating Sobol Index for each uncertainty sources to carry out quantitative investigation in terms of uncertainty impact on planning results. A case study for the optimal planning of a practical village in Northern Scotland is provided to illustrate the application of the proposed framework.
dc.description.conferencelocationMadrid, Spain
dc.description.conferencenameCIRED 2019
dc.description.openaccessYes
dc.description.peerreviewedYes
dc.description.sessionPlanning of power distribution systems
dc.description.sessionidSession 5
dc.identifier.isbn978-2-9602415-0-1
dc.identifier.issn2032-9644
dc.identifier.urihttps://cired-repository.org/handle/20.500.12455/752
dc.identifier.urihttp://dx.doi.org/10.34890/977
dc.language.isoen
dc.publisherAIM
dc.relation.ispartProc. of the 25th International Conference on Electricity Distribution (CIRED 2019)
dc.relation.ispartofseriesCIRED Conference Proceedings
dc.titlePlanning Integrated Energy Systems in Local Communities under Uncertainty
dc.title.number2150
dc.typeConference Proceedings
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