Background, Applications and Issues of the Experimental Designs for Mixture in the Food Sector

Background: Mixtures play a key role in Food Science and Technology. For studying them, rational approaches should be used. In detail, the experimental designs for mixtures are useful tools for studying the effects of ingredients/components in formulations. Results: Food Science and Technology is th...

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Main Authors: Giacomo Squeo, Davide De Angelis, Riccardo Leardi, Carmine Summo, Francesco Caponio
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Foods
Subjects:
DoE
Online Access:https://www.mdpi.com/2304-8158/10/5/1128
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spelling doaj-54a5306ee49f46eba6047ec51c50f9632021-06-01T00:28:46ZengMDPI AGFoods2304-81582021-05-01101128112810.3390/foods10051128Background, Applications and Issues of the Experimental Designs for Mixture in the Food SectorGiacomo Squeo0Davide De Angelis1Riccardo Leardi2Carmine Summo3Francesco Caponio4Department of Soil, Plant and Food Science (DISSPA), University of Bari Aldo Moro, Via Amendola 165/a, 70126 Bari, ItalyDepartment of Soil, Plant and Food Science (DISSPA), University of Bari Aldo Moro, Via Amendola 165/a, 70126 Bari, ItalyDepartment of Pharmacy (DIFAR), University of Genova, Viale Cembrano 4, 16148 Genova, ItalyDepartment of Soil, Plant and Food Science (DISSPA), University of Bari Aldo Moro, Via Amendola 165/a, 70126 Bari, ItalyDepartment of Soil, Plant and Food Science (DISSPA), University of Bari Aldo Moro, Via Amendola 165/a, 70126 Bari, ItalyBackground: Mixtures play a key role in Food Science and Technology. For studying them, rational approaches should be used. In detail, the experimental designs for mixtures are useful tools for studying the effects of ingredients/components in formulations. Results: Food Science and Technology is the fourth category among the total records considered in this review. The applications span from food formulation to the composition of modified atmosphere, shelf-life improvement and bioactives extraction. However, the majority of the studies regards few products and ingredients. Simplex-lattice and simplex-centroid designs are the most common used, although some optimal designs, such as the D-optimal, have also interesting applications. Finally, some issues are highlighted, which basically regard the interpretation of the models coefficients and the lack of model validation. Conclusion: In the last decade, mixture designs have been fairly used in the field of Food Science and Technology. Modeling the response(s) allows researchers to achieve a global knowledge of the system under study within the defined experimental domain. However, the majority of application has regarded limited classes of products, and thus an increase in the spectrum of applications is desired.https://www.mdpi.com/2304-8158/10/5/1128food formulationingredientsproduct developmentDoEoptimizationfood quality
collection DOAJ
language English
format Article
sources DOAJ
author Giacomo Squeo
Davide De Angelis
Riccardo Leardi
Carmine Summo
Francesco Caponio
spellingShingle Giacomo Squeo
Davide De Angelis
Riccardo Leardi
Carmine Summo
Francesco Caponio
Background, Applications and Issues of the Experimental Designs for Mixture in the Food Sector
Foods
food formulation
ingredients
product development
DoE
optimization
food quality
author_facet Giacomo Squeo
Davide De Angelis
Riccardo Leardi
Carmine Summo
Francesco Caponio
author_sort Giacomo Squeo
title Background, Applications and Issues of the Experimental Designs for Mixture in the Food Sector
title_short Background, Applications and Issues of the Experimental Designs for Mixture in the Food Sector
title_full Background, Applications and Issues of the Experimental Designs for Mixture in the Food Sector
title_fullStr Background, Applications and Issues of the Experimental Designs for Mixture in the Food Sector
title_full_unstemmed Background, Applications and Issues of the Experimental Designs for Mixture in the Food Sector
title_sort background, applications and issues of the experimental designs for mixture in the food sector
publisher MDPI AG
series Foods
issn 2304-8158
publishDate 2021-05-01
description Background: Mixtures play a key role in Food Science and Technology. For studying them, rational approaches should be used. In detail, the experimental designs for mixtures are useful tools for studying the effects of ingredients/components in formulations. Results: Food Science and Technology is the fourth category among the total records considered in this review. The applications span from food formulation to the composition of modified atmosphere, shelf-life improvement and bioactives extraction. However, the majority of the studies regards few products and ingredients. Simplex-lattice and simplex-centroid designs are the most common used, although some optimal designs, such as the D-optimal, have also interesting applications. Finally, some issues are highlighted, which basically regard the interpretation of the models coefficients and the lack of model validation. Conclusion: In the last decade, mixture designs have been fairly used in the field of Food Science and Technology. Modeling the response(s) allows researchers to achieve a global knowledge of the system under study within the defined experimental domain. However, the majority of application has regarded limited classes of products, and thus an increase in the spectrum of applications is desired.
topic food formulation
ingredients
product development
DoE
optimization
food quality
url https://www.mdpi.com/2304-8158/10/5/1128
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