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Assessment of Physicochemical Properties and Consumer Preferences of Multi-Millet Extruded Snacks Using a Fuzzy Logic
Tej Bhan Singh1, Ramesh Kumar Saini1, Ravinder Kaushik1
1Health Technology Cluster, School of Health Sciences and Technology, University of Petroleum and Energy Studies (UPES), Dehradun 248007, Uttrakhand, India.
Foods (Basel, Switzerland)
|October 29, 2025
Summary
Multi-millet snacks were developed using fuzzy logic. Foxtail millet-based snacks (S3) showed highest consumer acceptance, with taste being the most critical sensory attribute for preference.
Area of Science:
- Food Science and Technology
- Nutritional Science
- Sensory Science
Background:
- Extruded snacks offer a convenient food format.
- Millets are underutilized ancient grains with significant nutritional potential.
- Optimizing snack formulations requires balancing technological properties with consumer acceptance.
Purpose of the Study:
- To evaluate the physicochemical, functional, and technological properties of multi-millet extruded snacks.
- To assess consumer acceptability of snacks formulated with proso, kodo, and foxtail millets.
- To apply fuzzy logic modeling for optimizing snack formulation based on sensory attributes.
Main Methods:
- Developed four multi-millet snack formulations (S1-S4) with varying millet proportions.
- Conducted physicochemical analysis (nutrient content, WAI, WSI, bulk density).
- Performed sensory evaluation using a 20-member panel and applied fuzzy logic analysis.
Main Results:
- Extrusion resulted in minimal nutrient loss and favorable technological properties (WAI, WSI, bulk density).
- Starch structural changes positively impacted organoleptic qualities, particularly texture and taste.
- The 50% foxtail millet formulation (S3) achieved the highest consumer acceptability, with taste identified as the key driver of preference.
Conclusions:
- Fuzzy logic modeling integrated with sensory analysis is effective for optimizing multi-millet snack formulations.
- Foxtail millet shows promise for developing highly acceptable, health-oriented extruded snacks.
- This approach enhances product quality and market potential for novel snack products.

