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Polyphenols Recovery from Thymus serpyllum IndustrialWaste Using Microwave-Assisted Extraction–Comparative RSM and ANN Approach for Process Optimization

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dc.contributor.author Mrkonjić, Živan
dc.contributor.author Rakić, Dušan
dc.contributor.author Takači, Aleksandar
dc.contributor.author Kaplan, Muammer
dc.contributor.author Teslić, Nemanja
dc.contributor.author Zeković, Zoran
dc.contributor.author Lazarević, Ivana
dc.contributor.author Pavlić, Branimir
dc.date.accessioned 2023-07-26T06:25:31Z
dc.date.available 2023-07-26T06:25:31Z
dc.date.issued 2022-04-19
dc.identifier.citation Mrkonjić, Ž.; Rakić, D.; Takači, A.; Kaplan, M.; Teslić, N.; Zeković, Z.; Lazarević, I.; Pavlić, B. Polyphenols Recovery from Thymus serpyllum Industrial Waste Using Microwave-Assisted Extraction–Comparative RSM and ANN Approach for Process Optimization. Foods 2022, 11, 1184. https://doi.org/10.3390/ foods11091184 en_US
dc.identifier.issn 2304-8158
dc.identifier.uri http://oa.fins.uns.ac.rs/handle/123456789/341
dc.description.abstract The aim of this study was to valorize Thymus serpyllum L. herbal dust, the particular fraction distinguished as industrial waste from filter-tea production. This work demonstrated comparable analysis considering model fitting, influence analysis and optimization of microwaveassisted extraction (MAE) of bioactive compounds from the aforementioned herbal dust using face-centered central composite experimental design within the response surface methodology (RSM), as well as artificial neural networks (ANN). In order to increase yield and amount of compounds of interest and minimize solvent, time and energy consumption, the ethanol concentration (45, 60 and 75%), extraction time (5, 12.5 and 20 min), liquid–solid ratio (10, 20 and 30 mL/g) and irradiation power (400, 600 and 800 W) were used as independent variables. Total extraction yield (Y), total phenols yield (TP), as well as antioxidant activity parameters obtained by DPPH and ABTS assays, were selected as responses. It could be concluded that the MAE technique is an efficient approach for the extraction of biologically active compounds from T. serpyllum herbal dust, which represents a high-value source of natural antioxidants with great potential for further use in various forms within different branches of industry. en_US
dc.description.sponsorship This research was supported by the Science Fund of the Republic of Serbia, 7750168, Novel extracts and bioactive compounds from under-utilized resources for high-value applications–BioUtilize. en_US
dc.language.iso en en_US
dc.publisher MDPI en_US
dc.relation info:eu-repo/grantAgreement/ScienceFundRS/Ideje/7750168/RS//
dc.rights openAccess
dc.rights info:eu-repo/semantics/openAccess
dc.subject wild thyme en_US
dc.subject MAE en_US
dc.subject antioxidant activity en_US
dc.subject multi-response optimization en_US
dc.subject artificial neural network en_US
dc.subject by-product en_US
dc.subject Lamiaceae en_US
dc.title Polyphenols Recovery from Thymus serpyllum IndustrialWaste Using Microwave-Assisted Extraction–Comparative RSM and ANN Approach for Process Optimization en_US
dc.type info:eu-repo/semantics/article en_US
dc.identifier.scopus 2-s2.0-85129285279
dc.identifier.wos 000794718600001
dc.identifier.doi 10.3390/foods11091184


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