Application of Artificial Neural Network (ANN) method to exergy analysis of thermodynamic systems

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dc.contributor.authorYoru, Yilmaz
dc.contributor.authorKarakoc, T. Hikmet
dc.contributor.authorHepbasli, Arif
dc.contributor.editorWani, MA
dc.contributor.editorKantardzic, M
dc.contributor.editorPalade, V
dc.contributor.editorKurgan, L
dc.contributor.editorQi, Y
dc.date.accessioned2019-10-27T20:20:09Z
dc.date.available2019-10-27T20:20:09Z
dc.date.issued2009
dc.departmentEge Üniversitesien_US
dc.description8th International Conference on Machine Learning and Applications -- DEC 13-15, 2009 -- Miami Beach, FLen_US
dc.description.abstractExergy is a way to sustainable development and may be defined as the maximum theoretical useful work, while exergy analysis identifies the sources, the magnitude and the causes of thermodynamic inefficiencies within each system component. By using the ANN, exergy results can be obtained easily including closer results. The results were solved by CogeNNexT code developed by authors and Fast ANN (FANN) Library is implemented to this C++ code. The main objective of the present study is namely (i) to apply the ANN method to exergy analysis of thermodynamic systems by presenting the performance of the ANN method and (ii) to emphasize the definition of ANN inputs. It may be concluded that most of thermodynamic systems can be trained and analyzed by using the ANN method. It is expected that this study would be very beneficial to those dealing with the intelligent systems of the future.en_US
dc.description.sponsorshipIEEE SMCS, Cal State Univ, Assoc Machine Learning & Appl, Univ Louisvilleen_US
dc.identifier.doi10.1109/ICMLA.2009.70
dc.identifier.endpage+en_US
dc.identifier.isbn978-0-7695-3926-3
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage715en_US
dc.identifier.urihttps://doi.org/10.1109/ICMLA.2009.70
dc.identifier.urihttps://hdl.handle.net/11454/41581
dc.identifier.wosWOS:000291011600112en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherIeee Computer Socen_US
dc.relation.ispartofEighth International Conference on Machine Learning and Applications, Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectArtificial Neural Networken_US
dc.subjectANNen_US
dc.subjectexergyen_US
dc.subjectthermodynamic systemen_US
dc.titleApplication of Artificial Neural Network (ANN) method to exergy analysis of thermodynamic systemsen_US
dc.typeConference Objecten_US

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