Progress 12/01/07 to 11/30/12
Outputs OUTPUTS: The primary output from this project is fundamental knowledge of food physics. Most of it has been included in publications but a synthesis of all aspects developed in this project, together with what was known earlier and related work from colleagues around the world is being put in a textbook. There are software that have been developed--they have been shared with others in the spirit of cooperation and will be available for such use in the future. Presentations at the Annual Meeting of the Institute of Food Technologists (IFT) have been made numerous times and a session on food as porous media has been organized. The publications and presentations in IFT and other engineering conferences have reached the largest possible national and international groups working on food process engineering. The knowledge is expected to be included in textbooks, research monographs, future models of food process, and so on. Knowledge specific to food processes, such as frying, meat cooking and baking, should eventually get incorporated in books and publications that deal with quality and safety related to process and product design. PARTICIPANTS: Ashish Dhall Vineet Rakesh Amit Halder Alex Warning TARGET AUDIENCES: Researchers in food process engineering; Product and process developers in food industry PROJECT MODIFICATIONS: Not relevant to this project.
Impacts A comprehensive poromechanics-based modeling framework that can be used to model transport and deformation in food materials under a variety of processing conditions and states (rubbery or glassy) has been developed. Simplifications to the model equations have been developed, based on driving forces for deformation (moisture change and gas pressure development) and on the state of food material for transport. The framework has been applied to model meat cooking, drying, frying and puffing, without empiricism that is common in the literature. The power of the framework can be seen being able to model such diverse processes. We can compare and contrast processes and see when one process can replace the other (or how two processes can be combined). For example, between meat cooking and drying of potato, transport in liquid phase dominates for both the processes, with hamburger patty shrinking with moisture loss for all moisture contents, while shrinkage in potato stops below a critical moisture content. We can predict shrinkage from fundamental considerations, as opposed to simply measuring shrinkage after the fact. The deformable porous media framework provides a quantum leap of the physical understanding of food processes and provides the missing platform on which more sophisticated engineering of food processing will continue to be built into the future. Together with understanding, the other major contribution of such a physics-based framework for food processing is its incorporation into computer-aided engineering software where we can perform "what if" scenarios. For example, using such software, we can ask questions such as how do we change size, shape, composition of the product, and the processing conditions, to improve quality and guarantee safety. Such computer-aided engineering tools can increase the efficiency and competitiveness of product, process and equipment designs for value-added foods. The same tools that have made automobile, airplane and chemical process designs impressively more efficient are potentially available to the food sector using our framework.
Publications
- Zhu, H., A. Dhall, S. Mukherjee and A. K. Datta. 2010. A model for flow and deformation in unsaturated swelling porous media. Transport in Porous Media, 84(2):335-369.
- Rakesh, V. and A. K. Datta. 2013. Transport in deformable hygroscopic porous media during microwave puffing. American Institute of Chemical Engineers Journal, 59(1):2013:33--45.
- Rakesh, V. and A. K. Datta. 2013. Microwave combination heating. Comprehensive Reviews of Food Science and Food Safety. In Press. Expected in Volume 12, Issue 1, to be published online at 10.1111/j.1541-4337.2012.00211.x
- Datta, A. K., R. van der Sman, T. Gulati and A. Warning. 2012. Soft matter approaches as enablers for food macroscale simulation. Invited paper in Faraday Discussions, Journal of the Royal Society of Chemistry. 158:435--459.
- Nicolai, B. M., A. K. Datta, T. Defraeye, M. A. Delele, Q. T. Ho, L. Opara, H. Ramon, E. Tijskens, R. van der Sman, P. V. Liedekerke, P. Verboven. 2012. Multiscale modeling in food engineering. Journal of Food Engineering. In press. Published currently online at http://dx.doi.org/10.1016/j.jfoodeng.2012.08.019
- Dhall, A. and A. K. Datta. 2012. Multiphase and multicomponent transport with phase change during meat cooking. Journal of Food Engineering, 113(2):299-309.
- Rakesh, V., Datta, A. K., Walton, J. H., McCarthy, K. L. and McCarthy, M. J. 2012. Microwave combination heating: Coupled electromagnetics- multiphase porous media modeling and MRI experimentation. AIChE Journal 58(4): 1262-1278.
- Warning, A., A. Dhall, D. Mitrea and A. K. Datta. 2011. Porous media based model for deep-fat vacuum frying potato chips. Journal of Food Engineering, 110(3):428-440.
- Halder, A. and A.K. Datta. 2011. Surface heat and mass transfer coefficients for multiphase porous media transport models with rapid evaporation. Food and Bioproducts Processing, Transactions of the Institution of Chemical Engineers, 90(C3):475-490.
- Dhall, A. and A. K. Datta. 2011. Transport in deformable food materials: A poromechanics approach. Chemical Engineering Science, 66(24):6482--6497.
- Halder, A., A. Dhall and A. K. Datta. 2011. Modeling transport in porous media with phase change: Applications to food processing. Journal of Heat Transfer, Transactions of the American Society of Mechanical Engineers. 133(3): 031010-1--031010-13
- Rakesh, V. and A. K. Datta. 2011. Microwave puffing: Determination of optimal conditions using a coupled multiphase porous media-Large deformation model. Journal of Food Engineering, 107(2):152-163.
- Halder, A., A. K. Datta and R. M. Spanswick. 2011. Water transport in cellular tissues during thermal processing. American Institute of Chemical Engineers Journal, 57(9):2574-2588.
- Nicolai, B., J. Banga, E. Josea, N. Scheerlinck and A. K. Datta. 2011. Fuzzy finite element analysis of heat conduction problems with uncertain parameters. Journal of Food Engineering, 103(1):38-46.
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Progress 12/01/08 to 11/30/09
Outputs OUTPUTS: Capillary pressure, permeability and pore size distribution measurements were done to characterize cellular food tissue (potato) as a porous material. Bio-impedance analysis was applied to quantify the amount of water present in the capillaries and cells in the tissues of two different food materials (potato and eggplant) at different temperatures. A multiphase model based on unsaturated flow in a hygroscopic porous media, which accounts for the important physical phenomena that take place during thermal treatment of meat, is developed. The model is validated for double-sided contact heating of hamburger patties by comparing temperature and moisture profiles with experimental studies. Currently, work is underway to extend the transport model to include the effect of meat shrinkage. Also, Hybrid Mixture Theory (HMT) based model (developed last year) is being applied to predict rehydration kinetics during cooking of initially dry food. PARTICIPANTS: Nothing significant to report during this reporting period. TARGET AUDIENCES: Nothing significant to report during this reporting period. PROJECT MODIFICATIONS: Nothing significant to report during this reporting period.
Impacts Using a combination of permeability measurement, pore size distribution analysis and bio-impedance analysis, it is shown that water in a cellular tissue is mostly intracellular at the lower temperatures at which cell membranes are intact. During drying at high temperatures, cell membranes are damaged and the moisture transport pathway is primarily extracellular (through intercellular spaces and the lacunae created by the killed cells), with a much lower resistance to water transport. By identifying moisture transport pathways and exploiting Kelvin's law, which relates water activity to interaction between the solid skeleton and the moisture, a food researcher can delve deeper into understanding the effect of changes in food structure on moisture transport. Such an approach, in combination with coupled modeling of transport and deformation, can help to fundamentally understand and elucidate effects of the different physical phenomena associated with food processing such as shrinkage/swelling due to heat and moisture change, gas pressure generation due to vaporization, change in water holding capacity etc.
Publications
- 1) Zhu H., Dhall A., Datta A.K. & Mukherjee S. (2010). A Model for Flow and Deformation in Unsaturated Swelling Porous Media. Transport in Porous Media (in press).
- 2) Dhall A., Halder A. & Datta A.K. (2010) Multiphase and Multi-component Transport with Phase Change during Meat Cooking. AIChE J. (under review)
- 3) Halder A., Datta A.K. & Spanswick R.M. (2010) Water Transport in Cellular Tissues During Thermal Processing. AIChE J. (under review)
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