DSpace Repository

OPTIMIZATION OF MICROWAVE-ASSISTED DRYING OF JERUSALEM ARTICHOKES (HELIANTHUS TUBEROSUS L.) BY RESPONSE SURFACE METHODOLOGY AND GENETIC ALGORITHM

Show simple item record

dc.creator KARACABEY, Erkan
dc.creator CEVIK, M.
dc.creator KALKAN, H.
dc.creator BALTACIOGLU, C.
dc.date 2015-12-31T22:00:00Z
dc.date.accessioned 2020-10-06T10:14:48Z
dc.date.available 2020-10-06T10:14:48Z
dc.identifier 59436f89-f8eb-4c10-b239-d3e64c156e01
dc.identifier https://avesis.sdu.edu.tr/publication/details/59436f89-f8eb-4c10-b239-d3e64c156e01/oai
dc.identifier.uri http://acikerisim.sdu.edu.tr/xmlui/handle/123456789/60812
dc.description The objective of the present study was to investigate microwave-assisted drying of Jerusalem artichoke tubers to determine the effects of the processing conditions. Drying time (DT) and effective moisture diffusivity (EMD) were determined to evaluate the drying process in terms of dehydration performance, whereas the rehydration ratio (RhR) was considered as a significant quality index. A pretreatment of soaking in a NaCl solution was applied before all trials. The output power of the microwave oven, slice thickness and NaCl concentration of the pretreatment solution were the three investigated parameters. The drying process was accelerated by altering the conditions while obtaining a higher quality product. For optimization of the drying process, response surface methodology (RSM) and genetic algorithms (GA) were used. Model adequacy was evaluated for each corresponding mathematical expression developed for interested responses by RSM. The residual of the model obtained by GA was compared to that of the RSM model. The GA was successful in high-performance prediction and produced results similar to those of RSM. The analysis and results of the present study show that both RSM and GA models can be used in cohesion to gain insight into the bioprocessing system.
dc.language eng
dc.rights info:eu-repo/semantics/closedAccess
dc.title OPTIMIZATION OF MICROWAVE-ASSISTED DRYING OF JERUSALEM ARTICHOKES (HELIANTHUS TUBEROSUS L.) BY RESPONSE SURFACE METHODOLOGY AND GENETIC ALGORITHM
dc.type info:eu-repo/semantics/article


Files in this item

Files Size Format View

There are no files associated with this item.

This item appears in the following Collection(s)

Show simple item record

Search DSpace


Advanced Search

Browse

My Account