Empirical Modelling and Optimization of Value-Added Powdered Yoghourt

dc.authorid0000-0001-6005-6450
dc.authorid0000-0001-7598-3468
dc.authorid0000-0001-7598-3468
dc.contributor.authorOlorunsogo, Samuel
dc.contributor.authorAdejumo, Bolanle
dc.contributor.authorJimoh, Helen
dc.date.accessioned2023-10-25T06:32:30Z
dc.date.available2023-10-25T06:32:30Z
dc.date.issued2023
dc.departmentMühendislik Fakültesi
dc.description.abstractYoghurt is one of the most popular fermented dairy products with wide acceptance worldwide due to its nutritional and health benefits. However, the commercial production of yoghurt has been limited due to the poor quality stability in storage. The present study is concerned with development and characterization of value-added foam-mat dried yoghurt powder. The effects of different ingredient formulation and processing parameters on some selected nutritional and functional properties of the developed yoghurt were evaluated. A four-component, six-processing parameters, constrained D-optimal mixture-process experimental design, with 59 randomized experimental runs, was employed. The formulation design constraints were: raw yoghurt (80%), moringa seed extract (5% - 13%), ginger extract, (5% - 13%), and foaming agent (2% - 7%). The design constraints of the processing parameters investigated were: pasteurization temperature (50°C - 80°C), pasteurization duration (5min - 30min), fermentation duration (5hr - 10hr), mixing duration (2 min - 10 min), drying temperature (50°C - 80°C), and drying duration (2hrs - 5hrs). Quality properties evaluated include moisture content, ash content, crude protein, fat content, carbohydrate content, pH, total titer acid, total lactic acid bacteria and fungi counts. Data collected were analyzed using Design Expert 11.0.0 software package. Model equations were developed to adequately relate the quality indices to the mixture component proportions and processing parameters. The adequacy of the model equations were evaluated statistically. The effects of the components formulation proportions and processing parameters on the nutritional quality of the foam-mat dried powdered yoghurt were studied and the optimum conditions for the production of foam-mat dried yoghurt were obtained. Numerical optimization, via desirability technique was utilized to determine the optimum formulation conditions for the foammat dried yoghurt. The result of optimization of the formulated foam-mat dried yoghurt gave optimized foam-mat dried yoghurt with overall desirability index of 0.514, based on the set optimization goals and individual quality desirability indices. The optimal foam-mat dried yoghurt was gotten from 80 % raw yoghurt, 13 % moringa seed extract, 5 % ginger extract, and 2 % foaming agent. The optimized processing conditions were 800C pasteurization temperature, 30 minutes pasteurization duration, 10 hours fermentation duration, 10 minutes mixing duration, 800C drying temperature, and 5 hours drying duration. The quality properties of this optimal formulated foam-mat dried yoghurt are: 27.1 % moisture content, 10.1 % crude protein, 0.673 % ash content, 1.43 fat content, 58.4 % carbohydrate, 4.05 pH, 2.58 % total titre acid, 2.23E+05 CFU/g total lactic acid bacteria, and 3.81E+06 CFU/g fungi count. The result of the study showed that the optimized formulated foam-mat dried yoghurt was found to be of high quality.
dc.identifier.doi10.29002/asujse.1087607
dc.identifier.endpage29en_US
dc.identifier.issn2587-1277
dc.identifier.issue1en_US
dc.identifier.startpage19en_US
dc.identifier.urihttps://doi.org/10.29002/asujse.1087607
dc.identifier.urihttps://hdl.handle.net/20.500.12451/11231
dc.identifier.volume7en_US
dc.language.isoen
dc.publisherAksaray Üniversitesi
dc.relation.ispartofAksaray University Journal of Science and Engineering
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Başka Kurum Yazarı
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 United States*
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/us/*
dc.subjectYoghurt
dc.subjectFoam-mat Drying
dc.subjectD-optimal mixture-process Desig
dc.subjectOptimization
dc.titleEmpirical Modelling and Optimization of Value-Added Powdered Yoghourt
dc.typeArticle

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