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Related Concept Videos

Response Surface Methodology01:16

Response Surface Methodology

367
Response Surface Methodology (RSM) is a collection of statistical and mathematical techniques used to develop, improve, and optimize processes. It is particularly valuable when many input variables or factors potentially influence a response variable.
The process of RSM involves several key steps:
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Optimization of wheat dextrin yogurt formulation using response surface methodology.

Nazni Peerkhan1, Sandra Nair1

  • 1Department of Nutrition and Dietetics, Periyar University, Salem, Tamil Nadu 636011 India.

Journal of Food Science and Technology
|April 26, 2021
PubMed
Summary

Optimizing wheat dextrin yogurt production using response surface methodology identified ideal ingredient and process conditions. The study found that 15g wheat dextrin, 25g starter culture, and 8h incubation yield superior yogurt quality.

Keywords:
Dietary fiberResponse surface methodologyWheat dextrinYogurt

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Area of Science:

  • Food Science and Technology
  • Dairy Science
  • Product Development

Background:

  • Yogurt production involves intricate ingredient and process interactions affecting final product quality.
  • Wheat dextrin offers potential as a functional ingredient in yogurt formulation.
  • Optimization is crucial for achieving desired sensory and physical attributes in yogurt.

Purpose of the Study:

  • To optimize the formulation and processing of wheat dextrin yogurt using response surface methodology.
  • To determine the optimal levels of wheat dextrin, starter culture, and incubation time.
  • To evaluate the impact of these variables on key yogurt characteristics.

Main Methods:

  • Response surface methodology (RSM) was employed for experimental design and optimization.
  • Ingredient formulation (wheat dextrin, starter culture) and process conditions (incubation time) were varied.
  • Key responses including pH, viscosity, syneresis, overall acceptability, L* value, and hardness were measured.

Main Results:

  • Optimized wheat dextrin yogurts exhibited a pH range of 4.09-4.98, viscosity of 10,649.5-21,410.1 cP, and syneresis of 2-26.67%.
  • Sensory attributes (overall acceptability 5.3-7.9) and physical properties (L* value 81.2-84.3, hardness 506-5943.3 g) were significantly influenced by the variables.
  • The RSM model demonstrated high explanatory power (R² > 0.73) for most response variables.

Conclusions:

  • The optimal formulation for wheat dextrin yogurt involves 15g of wheat dextrin, 25g of starter culture, and an 8-hour incubation period.
  • These optimized conditions result in desirable physicochemical and sensory characteristics for wheat dextrin yogurt.
  • RSM is an effective tool for optimizing complex food product formulations and processes.