Flexibility assessment tool by failure-based uncertainty management in power systems
dc.contributor.author | Poyrazoğlu, Göktürk | |
dc.contributor.author | Dolu, Uğur | |
dc.date.accessioned | 2020-09-14T09:25:54Z | |
dc.date.available | 2020-09-14T09:25:54Z | |
dc.date.issued | 2019 | |
dc.identifier.isbn | 978-1-5386-8218-0 | |
dc.identifier.issn | 2165-4816 | en_US |
dc.identifier.uri | http://hdl.handle.net/10679/6945 | |
dc.identifier.uri | https://ieeexplore.ieee.org/document/8905676 | |
dc.description.abstract | Flexibility 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.sponsorship | TÜBİTAK | |
dc.language.iso | eng | en_US |
dc.publisher | IEEE | en_US |
dc.relation | info:turkey/grantAgreement/TUBITAK/118C025 | |
dc.relation.ispartof | 2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe) | |
dc.rights | restrictedAccess | |
dc.title | Flexibility assessment tool by failure-based uncertainty management in power systems | en_US |
dc.type | Conference paper | en_US |
dc.publicationstatus | Published | en_US |
dc.contributor.department | Özyeğin University | |
dc.contributor.authorID | (ORCID 0000-0002-8503-1767 & YÖK ID 280588) Poyrazoğlu, Göktürk | |
dc.contributor.ozuauthor | Poyrazoğlu, Göktürk | |
dc.identifier.wos | WOS:000550100400218 | |
dc.identifier.doi | https://doi.org/10.1109/ISGTEurope.2019.8905676 | en_US |
dc.subject.keywords | Flexibility | en_US |
dc.subject.keywords | Power systems | en_US |
dc.subject.keywords | Uncertainty | en_US |
dc.subject.keywords | Empirical weighting | en_US |
dc.subject.keywords | Probability | en_US |
dc.identifier.scopus | SCOPUS:2-s2.0-85075859328 | |
dc.contributor.ozugradstudent | Dolu, Uğur | |
dc.relation.publicationcategory | Conference Paper - International - Institutional Academic Staff and Graduate Student |
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