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PMID: 41441159 Published · epublish English Journal Article

Integration of Nonlinear Rheology and CFD Simulation to Elucidate the Influence of Saturated Oil on Soy Protein Concentrate Behavior During High-Moisture Extrusion.

Gels (Basel, Switzerland) ·Vol. 11 ·No. 12 ·2025-12-12

Oyinloye TM, Lee CJ, Yoon WB

Abstract

This study investigated the influence of coconut oil concentration (0-2%) on the nonlinear rheological and thermal behavior of soy protein concentrate (SPC) mixtures and integrated these data into computational fluid dynamics (CFD) models to predict flow behavior during high-moisture extrusion. Temperature sweep tests revealed that increasing oil content elevated the onset and peak gelation temperatures from 64.13 to 70.21 °C and 70.29 to 76.08 °C, respectively, while decreasing gelation enthalpy from 4.05 J/g to 2.81 J/g. Large-amplitude oscillatory shear (LAOS) analysis showed a shift from strain-stiffening (e3/e1 > 0.15) behavior to strain-thinning (e3/e1 < 0.05) behavior with increasing oil, accompanied by enhanced shear-thinning behavior (v3/v1 < 0). Integrating these nonlinear parameters into the CFD simulations enhanced model accuracy relative to the SAOS-based approach, resulting in lower RMSE values (≤4.41 kPa for pressure and ≤0.11 mm/s for velocity) and enabling more realistic prediction of deformation and flow under extrusion-relevant conditions, a capability that conventional SAOS-based models could not achieve. Predicted outlet melt temperatures averaged 70.27 ± 1.55 °C, consistent with experimental results. The findings demonstrate that oil addition modulates protein network formation and flow resistance, and that nonlinear rheology-coupled CFD models enable reliable prediction of extrusion behavior. Overall, this study provides a novel rheology-driven modeling strategy for enhancing the design and optimization of oil-enriched plant-protein extrusion processes.

Keywords
LAOS SAOS alternative meat co-extrusion extrusion optimization gelation kinetics oil diffusion process simulation soy protein gelation
作者与单位
共 3 位作者,点击展开单位 / ORCID
Oyinloye Timilehin Martins ORCID
Department of Food Science and Biotechnology, College of Agriculture and Life Sciences, Kangwon National University, Chuncheon 24341, Republic of Korea. | Elder-Friendly Food Research Center, Agriculture and Life Science Research Institute, Kangwon National University, Chuncheon 24341, Republic of Korea. | Department of Food Biotechnology and Environmental Science, Kangwon National University, Chuncheon 24341, Republic of Korea.
Lee Chae-Jin
Department of Food Science and Biotechnology, College of Agriculture and Life Sciences, Kangwon National University, Chuncheon 24341, Republic of Korea. | Department of Food Biotechnology and Environmental Science, Kangwon National University, Chuncheon 24341, Republic of Korea.
Yoon Won Byong ORCID
Department of Food Science and Biotechnology, College of Agriculture and Life Sciences, Kangwon National University, Chuncheon 24341, Republic of Korea. | Elder-Friendly Food Research Center, Agriculture and Life Science Research Institute, Kangwon National University, Chuncheon 24341, Republic of Korea. | Department of Food Biotechnology and Environmental Science, Kangwon National University, Chuncheon 24341, Republic of Korea.
Article Info
Journal
Gels (Basel, Switzerland)
Abbr.
Gels
ISSN
2310-2861
Published
2025-12-12
电子出版
2025-00-12
Language
English
Country/Region
Switzerland
NLM ID
101696925
基金资助
National Research Foundation of Korea · NRF2018R1D1A3B06042501
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