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Article

Comparative Study of Chocolate Cooling Supported by Computational Fluid Dynamics

1
Federal Institute of Santa Catarina (IFSC), Campus Urupema, Campus Florianópolis, Av. Mauro Ramos, 950, Centro, CEP 88020-300, Brazil
2
Lisbon Superior Institute of Engineering, Mechanical Engineering Department, R. Conselheiro Emídio Navarro 1, 1959-007 Lisbon, Portugal
3
UnIRE, ISEL, Polytechnic University of Lisbon, Rua Conselheiro Emídio Navarro 1, Lisbon, Portugal
4
MARE-IPS, Marine and Environmental Sciences Centre, Campus do IPS—Estefanilha, 2910-761 Setúbal, Portugal
5
Department of Mathematics, NOVA School of Science and Technology, NOVA University of Lisbon, Quinta da Torre, 2829-516 Caparica, Portugal
6
GeoBioTec Research Institute, Campus da Caparica, Universidade Nova de Lisboa, 2829-516 Monte da Caparica, Portugal
7
Polytechnic University of Beja, Rua Pedro Soares, 7800-295 Beja, Portugal
8
MED Mediterranean Institute for Agriculture, Environment and Development & CHANGE Global Change and Sustainability Institute, University of Évora, 7006-554 Évora, Portugal
*
Author to whom correspondence should be addressed.
Appl. Sci. 2026, 16(1), 38; https://doi.org/10.3390/app16010038
Submission received: 27 October 2025 / Revised: 10 December 2025 / Accepted: 13 December 2025 / Published: 19 December 2025

Abstract

The sensorial perception of dark chocolate has been studied and is commonly related to cocoa varieties’ post-harvest or manufacturing process. Although physical and chemical changes during the transformation of cocoa into chocolate are known, there is still a gap concerning the impact of heat transfer on sensory evaluation. This work aimed to apply experimental measurements and numerical simulations in a comparative study of the thermal behaviour of dark chocolate during refrigeration and evaluate its impact over physical properties and sensory evaluation. Temperature presented an initial phase with high cooling rate, shorter at 10 °C due to the higher temperature difference. After, a steady phase was observed at 10 °C, followed by a temperature decrease until 8000 s. The behaviour at 25 °C did not present such plateau, increasing from 27.1 °C to 27.5 °C, a consequence of the dissipation of latent heat during phase transition and the short temperature gradient. Numerical simulations were more correlated to experimental data at 25 °C, presenting a temperature difference < 2 °C. The instrumental evaluation of appearance presented a higher luminance of chocolate surface at 25 °C cooling temperature, which may indicate a higher propensity for occurring fat bloom during storage. Sensory evaluation revealed no significant differences on appearance, texture, and flavour/aroma between cooling at 10 °C and 25 °C.
Keywords: computational fluid dynamics; chocolate; phase transition; sensory analysis; computer vision computational fluid dynamics; chocolate; phase transition; sensory analysis; computer vision

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MDPI and ACS Style

Quandt, M.S.; Garcia, J.; da Silva, J.L.; Dias, J.; Semedo, A.; Floro, M. Comparative Study of Chocolate Cooling Supported by Computational Fluid Dynamics. Appl. Sci. 2026, 16, 38. https://doi.org/10.3390/app16010038

AMA Style

Quandt MS, Garcia J, da Silva JL, Dias J, Semedo A, Floro M. Comparative Study of Chocolate Cooling Supported by Computational Fluid Dynamics. Applied Sciences. 2026; 16(1):38. https://doi.org/10.3390/app16010038

Chicago/Turabian Style

Quandt, Maykon Soldati, João Garcia, João Lita da Silva, João Dias, Arian Semedo, and Miguel Floro. 2026. "Comparative Study of Chocolate Cooling Supported by Computational Fluid Dynamics" Applied Sciences 16, no. 1: 38. https://doi.org/10.3390/app16010038

APA Style

Quandt, M. S., Garcia, J., da Silva, J. L., Dias, J., Semedo, A., & Floro, M. (2026). Comparative Study of Chocolate Cooling Supported by Computational Fluid Dynamics. Applied Sciences, 16(1), 38. https://doi.org/10.3390/app16010038

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