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Samaras G, Bikos D, Cann P, Masen M, Hardalupas Y, Hartmann C, Vieira J, Charalambides MN. Combining fracture mechanics and rheology to investigate the impact of micro-aeration on chocolate oral processing. SOFT MATTER 2024; 20:5134-5152. [PMID: 38895755 DOI: 10.1039/d4sm00264d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/21/2024]
Abstract
This study presents a rigorous mechanical characterisation investigation on milk chocolate with varying porosities, at different temperatures and strain rate levels. Uniaxial compression tests at temperatures varying from 20 °C to 30 °C were performed to measure the bulk properties of chocolate as a function of porosity and temperature. Fracture experiments were also conducted to compute the fracture energy at temperature levels between 20 °C and 30 °C for all tested samples. Additionally, rheological experiments are conducted to compute the viscosity of the different chocolates at 37 °C. This combined experimental analysis of solid mechanics, fracture mechanics, and rheology aims to define the impact of temperature and chocolate's phase change from solid to liquid on its mechanical properties. Moreover, the impact of micro-aeration on the relationship between material properties and temperature is discussed. The results demonstrate a significant impact of both temperature and micro-aeration on the chocolate's material properties; fracture stresses decrease with micro-aeration due to the presence of micro-pores creating weak links in the chocolate matrix, the critical strain energy release rate decreases with micro-aeration at temperatures up to 25 °C and increases at temperatures above 30 °C. Finally, the viscosity at 37 °C increases with increasing porosity due to the obstruction of the flow by micro-pores acting as "solid" particles. The results highlight how the impact of micro-aeration on the material properties of chocolate alters as the testing temperature rises and the material changes phase. The relationships between the micro-aeration and material properties and the dependence of temperature on the different mechanical properties are used to explain the difference in textural attributes as obtained from temporal dominance sensation tests. This study seeks to contribute valuable insights into the field of chocolate technology, emphasizing the need for a combined engineering approach to understand the structural breakdown of chocolate during oral processing as mechanisms such as chewing, melting, mixing and shearing occur.
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Affiliation(s)
- G Samaras
- Department of Mechanical Engineering, Imperial College London, UK.
| | - D Bikos
- Department of Mechanical Engineering, Imperial College London, UK.
| | - P Cann
- Department of Mechanical Engineering, Imperial College London, UK.
| | - M Masen
- Department of Mechanical Engineering, Imperial College London, UK.
| | - Y Hardalupas
- Department of Mechanical Engineering, Imperial College London, UK.
| | | | - J Vieira
- Nestlé Product Technology Centre, York, UK
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Sarfarazi M, Mohebbi M, Saadatmand-Tarzjan M, Mirshahi A. Sugar-free aerated chocolate: Production, investigation of bubble features using X-ray computed tomography and image processing. J Food Sci 2024; 89:473-493. [PMID: 38078753 DOI: 10.1111/1750-3841.16861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 11/08/2023] [Accepted: 11/13/2023] [Indexed: 01/15/2024]
Abstract
In contrast to other imaging techniques, X-ray imaging does not destruct the internal structure of the sample being imaged. Furthermore, this technique is able to capture numerous images of the sample at a low slice thickness, which is almost impossible in other imaging techniques. In this study, sugar was replaced with inulin:maltodextrin mixtures at ratios of 25:75 (i25), 50:50 (i50), and 75:25 (i75). Then, nitrogen (N2 ) and carbon dioxide (CO2 ) were injected into the three mixtures as well as the sugar-containing sample (control) at pressures of 3, 4.5, and 6 bar to produce aerated chocolate. The images of the samples were captured using X-ray computed tomography (XCT). After processing, they were segmented using the Chan-Vese model. Image segmentation showed that the Chan-Vese method, compared with adaptive thresholding, was more able to segment the images and remove the noise. The bubble total volume (10440 ± 9206 mm3 ) and average diameter (1.30 ± 0.10 mm) of the control were larger than those of the other samples. The results also demonstrated that the sugar-free aerated samples had lower hardness than the corresponding unaerated ones. However, it was reversed in the case of the control. This research sheds light on the industrialization of the production of aerated chocolate and the application of XCT and image processing in the analysis of the microstructure of aerated products.
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Affiliation(s)
- Messiah Sarfarazi
- Department of Food Science and Technology, Faculty of Agriculture, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Mohebbat Mohebbi
- Department of Food Science and Technology, Faculty of Agriculture, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Mahdi Saadatmand-Tarzjan
- Department of Electrical Engineering, Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Ali Mirshahi
- Department of Clinical Sciences, Faculty of Veterinary Medicine, Ferdowsi University of Mashhad, Mashhad, Iran
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A micromechanical based finite element model approach to accurately predict the effective thermal properties of micro-aerated chocolate. INNOV FOOD SCI EMERG 2022. [DOI: 10.1016/j.ifset.2022.103227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
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Olakanmi S, Karunakaran C, Jayas D. Applications of X-ray micro-computed tomography and small-angle X-ray scattering techniques in food systems: A concise review. J FOOD ENG 2022. [DOI: 10.1016/j.jfoodeng.2022.111355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Development and physicochemical properties of reformulated, high-protein, untempered sugar-free dark chocolates with addition of whey protein isolate and erythritol. Int Dairy J 2022. [DOI: 10.1016/j.idairyj.2022.105450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Indore NS, Karunakaran C, Jayas DS. Synchrotron tomography applications in agriculture and food sciences research: a review. PLANT METHODS 2022; 18:101. [PMID: 35964094 PMCID: PMC9375343 DOI: 10.1186/s13007-022-00932-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 08/01/2022] [Indexed: 05/28/2023]
Abstract
Synchrotron imaging is widely used for research in many scientific disciplines. This article introduces the characteristics of synchrotron X-ray imaging and its applications in agriculture and food science research. The agriculture and food sector are a vast area that comprises of plants, seeds, animals, food and their products; soils with thriving microbial communities; and natural resources such as water, fertilizers, and organic matter. These entities have unique internal features, structures and compositions which differentiate them from each other in varieties, species, grades, and types. The use of a bright and tuneable monochromatic source of synchrotron imaging techniques enables researchers to study the internal features and compositions of plants, seeds, soil and food in a quick and non-destructive way to enhance their use, conservation and productivity. Synchrotron's different X-ray imaging techniques offer a wide domain of applications, which make them perfect to enhance the understanding of structures of raw and processed food products to promote food safety and security. Therefore, this paper summarizes the results of major experiments carried out with seeds, plants, soil, food and relevant areas of agricultural sciences with more emphasis on two synchrotron X-ray imaging techniques: absorption and phase-contrast imaging and computed tomography.
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Affiliation(s)
- Navnath S Indore
- Biosystem Engineering, University of Manitoba, Winnipeg, MB, R3T 5V6, Canada
| | - Chithra Karunakaran
- Biosystem Engineering, University of Manitoba, Winnipeg, MB, R3T 5V6, Canada
- Canadian Light Source Inc., Saskatoon, SK, S7N 2V3, Canada
| | - Digvir S Jayas
- Biosystem Engineering, University of Manitoba, Winnipeg, MB, R3T 5V6, Canada.
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Bikos D, Samaras G, Cann P, Masen M, Hardalupas Y, Charalambides M, Hartmann C, German J, Vieira J. Effect of structure on the mechanical and physical properties of chocolate considering time scale phenomena occurring during oral processing. FOOD STRUCTURE 2022. [DOI: 10.1016/j.foostr.2021.100244] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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Bikos D, Samaras G, Cann P, Masen M, Hardalupas Y, Hartmann C, Vieira J, Charalambides MN. Effect of micro-aeration on the mechanical behaviour of chocolates and implications for oral processing. Food Funct 2021; 12:4864-4886. [PMID: 33969364 DOI: 10.1039/d1fo00045d] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Aeration in foods has been widely utilised in the food industry to develop novel foods with enhanced sensorial characteristics. Specifically, aeration at the micron-sized scale has a significant impact on the microstructure where micro-bubbles interact with the other microstructural features in chocolates. This study aims to determine the effect of micro-aeration on the mechanical properties of chocolate products, which are directly correlated with textural attributes such as hardness and crumbliness. Uniaxial compression tests were performed to determine the mechanical properties such as Poisson's ratio, Young's modulus and macroscopic yield strength together with fracture tests to estimate the fracture toughness. In vivo mastication tests were also conducted to investigate the link between the fracture properties and fragmentation during the first two chewing cycles. The uniaxial stress-strain data were used to calibrate a viscoplastic constitutive law. The results showed that micro-aeration significantly affects mechanical properties such as Young's modulus, yield and fracture stresses, as well as fracture toughness. In addition, it enhances the brittle nature of the chocolate, as evidenced by lower fracture stress but also lower fracture toughness leading to higher fragmentation, in agreement with observations in the in vivo mastication tests. As evidenced by the XRT images and the stress-strain measurements micro-aeration hinders the re-arrangement of the microscopic features inside the chocolate during the material's deformation. The work provides a new insight of the role of bubbles on the bulk behaviour of complex multiphase materials, such as chocolates, and defines the mechanical properties which are important input parameters for the development of oral processing simulations.
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Affiliation(s)
- D Bikos
- Department of Mechanical Engineering, Imperial College London, UK.
| | - G Samaras
- Department of Mechanical Engineering, Imperial College London, UK.
| | - P Cann
- Department of Mechanical Engineering, Imperial College London, UK.
| | - M Masen
- Department of Mechanical Engineering, Imperial College London, UK.
| | - Y Hardalupas
- Department of Mechanical Engineering, Imperial College London, UK.
| | | | - J Vieira
- Nestlé Product Technology Centre, York, UK
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Microstructural characterization of vacuum-fried matrices and their influence on starch digestion. FOOD STRUCTURE-NETHERLANDS 2020. [DOI: 10.1016/j.foostr.2020.100146] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Metilli L, Francis M, Povey M, Lazidis A, Marty-Terrade S, Ray J, Simone E. Latest advances in imaging techniques for characterizing soft, multiphasic food materials. Adv Colloid Interface Sci 2020; 279:102154. [PMID: 32330733 DOI: 10.1016/j.cis.2020.102154] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Revised: 02/28/2020] [Accepted: 04/03/2020] [Indexed: 01/29/2023]
Abstract
Over the last two decades, the development and production of innovative, customer-tailored food products with enhanced health benefits have seen major advances. However, the manufacture of edible materials with tuned physical and organoleptic properties requires a good knowledge of food microstructure and its relationship to the macroscopic properties of the final food product. Food products are complex materials, often consisting of multiple phases. Furthermore, each phase usually contains a variety of biological macromolecules, such as carbohydrates, proteins and lipids, as well as water droplets and gas bubbles. Micronutrients, such as vitamins and minerals, might also play an important role in determining and engineering food microstructure. Considering this complexity, highly advanced physio-chemical techniques are required for characterizing the microstructure of food systems prior to, during and after processing. Fast, in situ techniques are also essential for industrial applications. Due to the wide variety of instruments and methods, the scope of this paper is focused only on the latest advances of selected food characterization techniques, with emphasis on soft, multi-phasic food materials.
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Relationship between Formulation, Gelation Kinetics, Micro/Nanostructure and Rheological Properties of Sodium Caseinate Nanoemulsion-Based Acid Gels for Food Applications. FOOD BIOPROCESS TECH 2019. [DOI: 10.1007/s11947-019-02394-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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13
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Derossi A, Gerke KM, Karsanina MV, Nicolai B, Verboven P, Severini C. Mimicking 3D food microstructure using limited statistical information from 2D cross-sectional image. J FOOD ENG 2019. [DOI: 10.1016/j.jfoodeng.2018.08.012] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Contardo I, Bouchon P. Enhancing Micro-CT methods to quantify oil content and porosity in starch-gluten matrices. J FOOD ENG 2018. [DOI: 10.1016/j.jfoodeng.2018.05.038] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Time-Resolved Tomographic Quantification of the Microstructural Evolution of Ice Cream. MATERIALS 2018; 11:ma11102031. [PMID: 30347641 PMCID: PMC6212982 DOI: 10.3390/ma11102031] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Revised: 10/11/2018] [Accepted: 10/15/2018] [Indexed: 11/17/2022]
Abstract
Ice cream is a complex multi-phase colloidal soft-solid and its three-dimensional microstructure plays a critical role in determining the oral sensory experience or mouthfeel. Using in-line phase contrast synchrotron X-ray tomography, we capture the rapid evolution of the ice cream microstructure during heat shock conditions in situ and operando, on a time scale of minutes. The further evolution of the ice cream microstructure during storage and abuse was captured using ex situ tomography on a time scale of days. The morphology of the ice crystals and unfrozen matrix during these thermal cycles was quantified as an indicator for the texture and oral sensory perception. Our results reveal that the coarsening is due to both Ostwald ripening and physical agglomeration, enhancing our understanding of the microstructural evolution of ice cream during both manufacturing and storage. The microstructural evolution of this complex material was quantified, providing new insights into the behavior of soft-solids and semi-solids, including many foodstuffs, and invaluable data to both inform and validate models of their processing.
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17
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Islam SF, Wysokinski TW, Belev G, Sundara RV, Whitehouse S, Palzer S, Hounslow MJ, Salman AD. Food suspensions study with SR microtomography. Chem Eng Sci 2018. [DOI: 10.1016/j.ces.2017.09.051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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18
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Islam SF, Mancini L, Sundara RV, Whitehouse S, Palzer S, Hounslow MJ, Salman AD. Studying model suspensions using high resolution synchrotron X-ray microtomography. Chem Eng Res Des 2017. [DOI: 10.1016/j.cherd.2016.11.034] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Delbaere C, Van de Walle D, Depypere F, Gellynck X, Dewettinck K. Relationship between chocolate microstructure, oil migration, and fat bloom in filled chocolates. EUR J LIPID SCI TECH 2016. [DOI: 10.1002/ejlt.201600164] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Claudia Delbaere
- Faculty of Bioscience Engineering; Laboratory of Food Technology and Engineering; Department of Food Safety and Food Quality; Ghent University; Gent Belgium
- Cacaolab bvba; Evergem Belgium
| | - Davy Van de Walle
- Faculty of Bioscience Engineering; Laboratory of Food Technology and Engineering; Department of Food Safety and Food Quality; Ghent University; Gent Belgium
| | | | - Xavier Gellynck
- Faculty of Bioscience Engineering; Department of Agricultural Economics; Ghent University; Gent Belgium
| | - Koen Dewettinck
- Faculty of Bioscience Engineering; Laboratory of Food Technology and Engineering; Department of Food Safety and Food Quality; Ghent University; Gent Belgium
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