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dc.contributor.authorPoyrazoğlu, Göktürk
dc.contributor.authorDolu, Uğur
dc.date.accessioned2020-09-14T09:25:54Z
dc.date.available2020-09-14T09:25:54Z
dc.date.issued2019
dc.identifier.isbn978-1-5386-8218-0
dc.identifier.issn2165-4816en_US
dc.identifier.urihttp://hdl.handle.net/10679/6945
dc.identifier.urihttps://ieeexplore.ieee.org/document/8905676
dc.description.abstractFlexibility in power systems operations is the capability to operate the system under secure conditions even after a sudden change in the system conditions. One of the sudden change may be considered as the failure of components in any power plants and the resultant loss of energy supply. This study provides a framework to manage the uncertainty associated with failures by evaluating the historical failure data. A novel empirical weighting methodology is presented consists of a supervised machine learning and probability techniques and a real dataset of Turkey's power systems is used to demonstrate the success of the developed flexibility assessment tool to manage the near future uncertainty on the supply side of the system.en_US
dc.description.sponsorshipTÜBİTAK
dc.language.isoengen_US
dc.publisherIEEEen_US
dc.relationinfo:turkey/grantAgreement/TUBITAK/118C025
dc.relation.ispartof2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe)
dc.rightsrestrictedAccess
dc.titleFlexibility assessment tool by failure-based uncertainty management in power systemsen_US
dc.typeConference paperen_US
dc.publicationstatusPublisheden_US
dc.contributor.departmentÖzyeğin University
dc.contributor.authorID(ORCID 0000-0002-8503-1767 & YÖK ID 280588) Poyrazoğlu, Göktürk
dc.contributor.ozuauthorPoyrazoğlu, Göktürk
dc.identifier.wosWOS:000550100400218
dc.identifier.doi10.1109/ISGTEurope.2019.8905676en_US
dc.subject.keywordsFlexibilityen_US
dc.subject.keywordsPower systemsen_US
dc.subject.keywordsUncertaintyen_US
dc.subject.keywordsEmpirical weightingen_US
dc.subject.keywordsProbabilityen_US
dc.identifier.scopusSCOPUS:2-s2.0-85075859328
dc.contributor.ozugradstudentDolu, Uğur
dc.contributor.authorMale2
dc.relation.publicationcategoryConference Paper - International - Institutional Academic Staff and Graduate Student


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