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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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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