Modeling of a hazelnut dryer assisted heat pump by using artificial neural networks

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dc.authoridAKTAS, MUSTAFA/0000-0003-1187-5120
dc.contributor.authorCeylan, Ilhan
dc.contributor.authorAktas, Mustafa
dc.date.accessioned2024-09-29T15:54:57Z
dc.date.available2024-09-29T15:54:57Z
dc.date.issued2008
dc.departmentKarabük Üniversitesien_US
dc.description.abstractThe artificial neural network (ANN) approach is generic technique for mapping non-linear relationships between inputs and outputs without knowing the details of these relationships. In this paper, an application of the ANN has been presented for a PID controlled heat pump dryer. In PID controlled heat pump dryer, air velocity changed according to the temperature value which is set in process control device. Heat pump dryer was tested drying of hazelnut at 40 degrees C, 45 degrees C and 50 degrees C drying air temperatures. By training the experiment results with ANN, drying air velocities, moisture content of hazelnuts and total drying time were predicted for 42 degrees C,44 degrees C, 46 degrees C and 48 degrees C drying air temperatures. (c) 2008 Elsevier Ltd. All rights reserved.en_US
dc.identifier.doi10.1016/j.apenergy.2007.10.013
dc.identifier.endpage854en_US
dc.identifier.issn0306-2619
dc.identifier.issue9en_US
dc.identifier.scopus2-s2.0-42749090986en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage841en_US
dc.identifier.urihttps://doi.org/10.1016/j.apenergy.2007.10.013
dc.identifier.urihttps://hdl.handle.net/20.500.14619/4377
dc.identifier.volume85en_US
dc.identifier.wosWOS:000256629100005en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherElsevier Sci Ltden_US
dc.relation.ispartofApplied Energyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectheat pump dryeren_US
dc.subjecthazelnuten_US
dc.subjectartificial neural networksen_US
dc.titleModeling of a hazelnut dryer assisted heat pump by using artificial neural networksen_US
dc.typeArticleen_US

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