Modeling of a convective-infrared kiwifruit drying process

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dc.authorid0000-0003-4063-0456
dc.contributor.authorÖzdemir, M. Bahadır
dc.contributor.authorAktaş, Mustafa
dc.contributor.authorŞevik, Seyfi
dc.contributor.authorKhanlari, Ataollah
dc.date.accessioned2019-05-13T08:57:17Z
dc.date.available2019-05-13T08:57:17Z
dc.date.issued2017
dc.departmentHitit Üniversitesi, Teknik Bilimler Meslek Yüksekokulu, Elektrik ve Enerji Bölümü
dc.description.abstractThis paper aims to evaluate the experimental performance of a convective-infrared system with heat recovery (CIRHR) at different drying temperatures (40, 45, 50 and 55 °C) and 0.5 m/s air velocity and also to discuss and predict the performance of system on energy consumption and drying kinetics of sliced kiwifruit using artificial neural networks (ANNs). The energy efficiency values were obtained between 2.85% and 32.17%. The ANN model was used to predict the energy consumption of the system and moisture content of the kiwifruit. The back-propagation learning algorithm with Levenberg–Marquardt (LM) and Fermi transfer function were used in the network. The coefficient of determination (R2), the root means square error (RMSE) and the mean absolute percentage error (MAPE) were calculated as 0.99, 0.001 and 0.34, respectively. It can be concluded that predicted values are in good agreement with experimental results. © 2017 Hydrogen Energy Publications LLC
dc.identifier.citationÖzdemir, M. B., Aktaş, M., Şevik, S., Khanlari, A. (2017). Modeling of a convective-infrared kiwifruit drying process. International Journal of Hydrogen Energy, 42(28), 18005-18013.
dc.identifier.doi10.1016/j.ijhydene.2017.01.012
dc.identifier.endpage18013en_US
dc.identifier.issn0360-3199
dc.identifier.issue28en_US
dc.identifier.scopusqualityQ1
dc.identifier.startpage18005en_US
dc.identifier.urihttps://doi.org/10.1016/j.ijhydene.2017.01.012
dc.identifier.urihttps://hdl.handle.net/11491/887
dc.identifier.volume42en_US
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherElsevier Ltd
dc.relation.ispartofInternational Journal of Hydrogen Energy
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectANNen_US
dc.subjectDrying Kineticsen_US
dc.subjectEnergy Consumptionen_US
dc.subjectHeat Recoveryen_US
dc.subjectInfrared Systemen_US
dc.subjectKiwifruiten_US
dc.titleModeling of a convective-infrared kiwifruit drying process
dc.typeArticle

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