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Purlis E, Cevoli C, Fabbri A. Modelling Volume Change and Deformation in Food Products/Processes: An Overview. Foods 2021; 10:778. [PMID: 33916418 PMCID: PMC8067021 DOI: 10.3390/foods10040778] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 03/31/2021] [Accepted: 04/01/2021] [Indexed: 11/25/2022] Open
Abstract
Volume change and large deformation occur in different solid and semi-solid foods during processing, e.g., shrinkage of fruits and vegetables during drying and of meat during cooking, swelling of grains during hydration, and expansion of dough during baking and of snacks during extrusion and puffing. In addition, food is broken down during oral processing. Such phenomena are the result of complex and dynamic relationships between composition and structure of foods, and driving forces established by processes and operating conditions. In particular, water plays a key role as plasticizer, strongly influencing the state of amorphous materials via the glass transition and, thus, their mechanical properties. Therefore, it is important to improve the understanding about these complex phenomena and to develop useful prediction tools. For this aim, different modelling approaches have been applied in the food engineering field. The objective of this article is to provide a general (non-systematic) review of recent (2005-2021) and relevant works regarding the modelling and simulation of volume change and large deformation in various food products/processes. Empirical- and physics-based models are considered, as well as different driving forces for deformation, in order to identify common bottlenecks and challenges in food engineering applications.
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Affiliation(s)
| | - Chiara Cevoli
- Department of Agricultural and Food Sciences, Alma Mater Studiorum, Università di Bologna, 47521 Cesena, Italy;
| | - Angelo Fabbri
- Department of Agricultural and Food Sciences, Alma Mater Studiorum, Università di Bologna, 47521 Cesena, Italy;
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2
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SUMAN K, MADHUBABU P, RATHOD RAMYA, SANJEEVA RAO D, ROJARANI A, PRASHANT S, SUBBARAO LV, RAVINDRABABU V, NEERAJA CN. Variation of grain quality characters and marker-trait association in rice (Oryza sativa L.). J Genet 2020. [DOI: 10.1007/s12041-019-1164-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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3
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Yang Q, Liu L, Zhang W, Li J, Gao X, Feng B. Changes in Morphological and Physicochemical Properties of Waxy and Non-waxy Proso Millets during Cooking Process. Foods 2019; 8:foods8110583. [PMID: 31744184 PMCID: PMC6915442 DOI: 10.3390/foods8110583] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Revised: 11/13/2019] [Accepted: 11/14/2019] [Indexed: 11/28/2022] Open
Abstract
Proso millet, a grain which is principally consumed in cooked form, is favored by consumers because of its rich nutritional value. However, the changes in morphological and physicochemical properties of proso millet grains occurring during the cooking process have rarely been reported. In this study, we investigated the changes in morphological and physicochemical properties of cooked waxy and non-waxy proso millets. During the cooking process, starch granules in the grains were gradually gelatinized starting from the outer region to the inner region and were gelatinized earlier in waxy proso millet than in non-waxy proso millet. Many filamentous network structures were observed in the cross sections of cooked waxy proso millet. As the cooking time increased, the long- and short-range, ordered structures of proso millets were gradually disrupted, and the ordered structures were fully disrupted by 20 min of cooking. In both waxy and non-waxy proso millets, thermal and pasting properties significantly changed with an increase in the cooking time. This study provides useful information for the processing of proso millet in the food industry.
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Affiliation(s)
| | | | | | | | | | - Baili Feng
- Correspondence: ; Tel.: +86-029-8708-2889
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4
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Batista CDS, dos Santos JP, Dittgen CL, Colussi R, Bassinello PZ, Elias MC, Vanier NL. Impact of cooking temperature on the quality of quick cooking brown rice. Food Chem 2019; 286:98-105. [DOI: 10.1016/j.foodchem.2019.01.187] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 01/10/2019] [Accepted: 01/31/2019] [Indexed: 10/27/2022]
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5
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Pan T, Lin L, Zhang L, Zhang C, Liu Q, Wei C. Changes in kernel properties,
in situ
gelatinization, and physicochemical properties of waxy rice with inhibition of starch branching enzyme during cooking. Int J Food Sci Technol 2019. [DOI: 10.1111/ijfs.14193] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Ting Pan
- Key Laboratory of Crop Genetics and Physiology of Jiangsu Province/Key Laboratory of Plant Functional Genomics of the Ministry of Education Yangzhou University Yangzhou 225009 China
- Co‐Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province/Joint International Research Laboratory of Agriculture & Agri‐Product Safety of the Ministry of Education Yangzhou University Yangzhou 225009 China
| | - Lingshang Lin
- Key Laboratory of Crop Genetics and Physiology of Jiangsu Province/Key Laboratory of Plant Functional Genomics of the Ministry of Education Yangzhou University Yangzhou 225009 China
- Co‐Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province/Joint International Research Laboratory of Agriculture & Agri‐Product Safety of the Ministry of Education Yangzhou University Yangzhou 225009 China
| | - Long Zhang
- Key Laboratory of Crop Genetics and Physiology of Jiangsu Province/Key Laboratory of Plant Functional Genomics of the Ministry of Education Yangzhou University Yangzhou 225009 China
- Co‐Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province/Joint International Research Laboratory of Agriculture & Agri‐Product Safety of the Ministry of Education Yangzhou University Yangzhou 225009 China
| | - Changquan Zhang
- Key Laboratory of Crop Genetics and Physiology of Jiangsu Province/Key Laboratory of Plant Functional Genomics of the Ministry of Education Yangzhou University Yangzhou 225009 China
- Co‐Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province/Joint International Research Laboratory of Agriculture & Agri‐Product Safety of the Ministry of Education Yangzhou University Yangzhou 225009 China
| | - Qiaoquan Liu
- Key Laboratory of Crop Genetics and Physiology of Jiangsu Province/Key Laboratory of Plant Functional Genomics of the Ministry of Education Yangzhou University Yangzhou 225009 China
- Co‐Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province/Joint International Research Laboratory of Agriculture & Agri‐Product Safety of the Ministry of Education Yangzhou University Yangzhou 225009 China
| | - Cunxu Wei
- Key Laboratory of Crop Genetics and Physiology of Jiangsu Province/Key Laboratory of Plant Functional Genomics of the Ministry of Education Yangzhou University Yangzhou 225009 China
- Co‐Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province/Joint International Research Laboratory of Agriculture & Agri‐Product Safety of the Ministry of Education Yangzhou University Yangzhou 225009 China
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Wang L, Wang M, Lv R, Guo M, Ye X, Ding T, Liu D. Modelling the physical properties change of canned glutinous rice porridge during cooking. RSC Adv 2019; 9:5521-5529. [PMID: 35515942 PMCID: PMC9060801 DOI: 10.1039/c8ra07790h] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Accepted: 12/23/2018] [Indexed: 11/21/2022] Open
Abstract
In this study, we modeled the water absorption, softening and shear viscosity change kinetics of canned rice porridge during cooking as well as estimated the thermodynamic properties involved in hydration. Moreover, the internal microstructure of rice kernels was observed under different hydrothermal conditions. During cooking, the water absorption and shear viscosity alteration rate increased with temperature, whereas the softening rate decreased. However, the temperature did not significantly affect the equilibrium value of the physical properties. The variation tendencies of the moisture content and hardness of the kernels could be expressed satisfactorily by the exponential and the generalized exponential models. The porridge shear viscosity variations fitted the sigmoidal and its generalized models. Thermodynamic parameters (enthalpy, entropy and Gibbs free energy) revealed that the hydration process was non-spontaneous and exothermic. Furthermore, scanning electron microscopy images and the results of the X-ray diffraction analysis showed the microstructure of the kernels during cooking, and the kernels formed a homogeneous mesh structure at earlier times during the initial stage at higher temperatures. These findings would provide valuable information for the optimization of canned rice porridge production.
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Affiliation(s)
- Lei Wang
- College of Biosystems Engineering and Food Science, Zhejiang University Hangzhou 310058 China
| | - Mengting Wang
- College of Biosystems Engineering and Food Science, Zhejiang University Hangzhou 310058 China
| | - Ruiling Lv
- College of Biosystems Engineering and Food Science, Zhejiang University Hangzhou 310058 China
| | - Mingming Guo
- College of Biosystems Engineering and Food Science, Zhejiang University Hangzhou 310058 China
- Fuli Institute of Food Science, Zhejiang University Hangzhou 310058 China
- Zhejiang Key Laboratory for Agro-Food Processing, National Engineering Laboratory of Intelligent Food Technology and Equipment Hangzhou 310058 China
| | - Xingqian Ye
- College of Biosystems Engineering and Food Science, Zhejiang University Hangzhou 310058 China
- Fuli Institute of Food Science, Zhejiang University Hangzhou 310058 China
- Zhejiang Key Laboratory for Agro-Food Processing, National Engineering Laboratory of Intelligent Food Technology and Equipment Hangzhou 310058 China
| | - Tian Ding
- College of Biosystems Engineering and Food Science, Zhejiang University Hangzhou 310058 China
- Fuli Institute of Food Science, Zhejiang University Hangzhou 310058 China
- Zhejiang Key Laboratory for Agro-Food Processing, National Engineering Laboratory of Intelligent Food Technology and Equipment Hangzhou 310058 China
| | - Donghong Liu
- College of Biosystems Engineering and Food Science, Zhejiang University Hangzhou 310058 China
- Fuli Institute of Food Science, Zhejiang University Hangzhou 310058 China
- Zhejiang Key Laboratory for Agro-Food Processing, National Engineering Laboratory of Intelligent Food Technology and Equipment Hangzhou 310058 China
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7
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Ferreira AR, Oliveira J, Pathania S, Almeida AS, Brites C. Rice quality profiling to classify germplasm in breeding programs. J Cereal Sci 2017. [DOI: 10.1016/j.jcs.2017.05.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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8
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Pan T, Zhao L, Lin L, Wang J, Liu Q, Wei C. Changes in kernel morphology and starch properties of high-amylose brown rice during the cooking process. Food Hydrocoll 2017. [DOI: 10.1016/j.foodhyd.2016.11.035] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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9
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Amogha V, Shinde YH, Pandit AB, Joshi JB. Image analysis based validation and kinetic parameter estimation of rice cooking. J FOOD PROCESS ENG 2017. [DOI: 10.1111/jfpe.12552] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- V. Amogha
- Department of Chemical Engineering; Institute of Chemical Technology; Matunga Mumbai 400019 India
| | - Yogesh H. Shinde
- Department of Chemical Engineering; Institute of Chemical Technology; Matunga Mumbai 400019 India
| | - Aniruddha B. Pandit
- Department of Chemical Engineering; Institute of Chemical Technology; Matunga Mumbai 400019 India
| | - Jyeshtharaj B. Joshi
- Department of Chemical Engineering; Institute of Chemical Technology; Matunga Mumbai 400019 India
- Homi Bhabha National Institute; Anushaktinagar Mumbai 400094 India
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10
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Effects of cooking method on physical properties, color, and microstructural characteristics of scorched rice chips. Food Sci Biotechnol 2015. [DOI: 10.1007/s10068-015-0217-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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11
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Thirumdas R, Deshmukh R, Annapure U. Effect of low temperature plasma processing on physicochemical properties and cooking quality of basmati rice. INNOV FOOD SCI EMERG 2015. [DOI: 10.1016/j.ifset.2015.08.003] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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12
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Zareiforoush H, Minaei S, Alizadeh MR, Banakar A. Potential Applications of Computer Vision in Quality Inspection of Rice: A Review. FOOD ENGINEERING REVIEWS 2015. [DOI: 10.1007/s12393-014-9101-z] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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13
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Scaglioni PT, de Souza TD, Schmidt CG, Badiale-Furlong E. Availability of free and bound phenolic compounds in rice after hydrothermal treatment. J Cereal Sci 2014. [DOI: 10.1016/j.jcs.2014.08.005] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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14
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Fang C, Hu X, Sun C, Duan B, Xie L, Zhou P. Simultaneous Determination of Multi Rice Quality Parameters Using Image Analysis Method. FOOD ANAL METHOD 2014. [DOI: 10.1007/s12161-014-9870-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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15
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Jinorose M, Prachayawarakorn S, Soponronnarit S. A novel image-analysis based approach to evaluate some physicochemical and cooking properties of rice kernels. J FOOD ENG 2014. [DOI: 10.1016/j.jfoodeng.2013.08.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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16
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17
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Xie L, Tang S, Chen N, Luo J, Jiao G, Shao G, Wei X, Hu P. Rice Grain Morphological Characteristics Correlate with Grain Weight and Milling Quality. Cereal Chem 2013. [DOI: 10.1094/cchem-03-13-0055-r] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Lihong Xie
- China National Center for Rice Improvement/State Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, People's Republic of China
| | - Shaoqing Tang
- China National Center for Rice Improvement/State Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, People's Republic of China
| | - Neng Chen
- China National Center for Rice Improvement/State Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, People's Republic of China
| | - Ju Luo
- China National Center for Rice Improvement/State Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, People's Republic of China
| | - Guiai Jiao
- China National Center for Rice Improvement/State Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, People's Republic of China
| | - Gaoneng Shao
- China National Center for Rice Improvement/State Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, People's Republic of China
| | - Xiangjin Wei
- China National Center for Rice Improvement/State Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, People's Republic of China
| | - Peisong Hu
- China National Center for Rice Improvement/State Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, People's Republic of China
- Corresponding author. Phone: +86 571 63370221. Fax: +86 571 63370482. E-mail:
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18
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Shanthilal J, Anandharamakrishnan C. Computational and numerical modeling of rice hydration and dehydration: A review. Trends Food Sci Technol 2013. [DOI: 10.1016/j.tifs.2013.03.004] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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19
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Jackman P, Sun DW. Recent advances in image processing using image texture features for food quality assessment. Trends Food Sci Technol 2013. [DOI: 10.1016/j.tifs.2012.08.008] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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20
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Singhal RS, Pandit AB, Joshi JB, Patel SB, Danao SP, Shinde YH, Gudekar AS, Bineesh NP, Tarade KM. Development of Efficient Designs of Cooking Systems. III. Kinetics of Cooking and Quality of Cooked Food, Including Nutrients, Anti-Nutrients, Taste, and Flavor. Ind Eng Chem Res 2012. [DOI: 10.1021/ie202596d] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Rekha S. Singhal
- Department of Food Engineering and Technology, Institute of Chemical Technology, Matunga, Mumbai −400019, India
| | - Aniruddha B. Pandit
- Department of Chemical Engineering, Institute of Chemical Technology, Matunga, Mumbai −400019, India
| | - Jyeshtharaj B. Joshi
- Department of Chemical Engineering, Institute of Chemical Technology, Matunga, Mumbai −400019, India
- Homi Bhabha National Institute, Anushaktinagar, Mumbai −400094, India
| | - Shirish B. Patel
- Department of Chemical Engineering, Institute of Chemical Technology, Matunga, Mumbai −400019, India
- Land Research Institute, Second Floor, United India Bldg., P.M. Road, Mumbai −400001, India
| | - Sanjay P. Danao
- Department of Chemical Engineering, Institute of Chemical Technology, Matunga, Mumbai −400019, India
| | - Yogesh H. Shinde
- Department of Chemical Engineering, Institute of Chemical Technology, Matunga, Mumbai −400019, India
| | - Ajitkumar S. Gudekar
- Department of Chemical Engineering, Institute of Chemical Technology, Matunga, Mumbai −400019, India
| | - Nisha P. Bineesh
- Department of Food Engineering and Technology, Institute of Chemical Technology, Matunga, Mumbai −400019, India
| | - Kavita M. Tarade
- Department of Food Engineering and Technology, Institute of Chemical Technology, Matunga, Mumbai −400019, India
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21
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Perez JH, Tanaka F, Uchino T. Comparative 3D simulation on water absorption and hygroscopic swelling in japonica rice grains under various isothermal soaking conditions. Food Res Int 2011. [DOI: 10.1016/j.foodres.2011.05.003] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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22
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Lin P, Chen Y, He Y. Identification of Broken Rice Kernels Using Image Analysis Techniques Combined with Velocity Representation Method. FOOD BIOPROCESS TECH 2010. [DOI: 10.1007/s11947-010-0454-x] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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23
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24
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25
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Yadav B, Jindal V. Changes in head rice yield and whiteness during milling of rough rice (Oryza sativa L.). J FOOD ENG 2008. [DOI: 10.1016/j.jfoodeng.2007.09.025] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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