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Liang X, Zhao Z, Zhang J, Kong B, Li X, Cao C, Zhang H, Liu Q, Shen L. Effect of microwave vacuum drying time on the quality profiles, microstructures and in vitro digestibility of pork chip snacks. Meat Sci 2024; 216:109555. [PMID: 38850886 DOI: 10.1016/j.meatsci.2024.109555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 05/29/2024] [Accepted: 05/30/2024] [Indexed: 06/10/2024]
Abstract
In present study, the quality profiles, microstructures and in vitro digestibility of pork chip snacks (PCS) prepared by microwave vacuum drying (MVD) under different drying times (20, 21, 22, 23, and 24 min) were investigated. The results revealed significant decreases in the moisture content and L*-value of PCS, while the protein/ash contents, a*-value, and b*-value of PCS markedly increased with prolonged MVD time (P < 0.05). Additionally, as MVD time extended from 20 to 24 min, the textural characteristics of PCS, particularly brittleness and crunchiness, initially increased and then gradually decreased (P < 0.05). Scanning electron microscopy (SEM) images showed that a moderate MVD time (22 min) resulted in the formation of larger pores in PCS, enhancing brittleness and crunchiness. However, excessive MVD time (24 min) led to the melting of these pores, subsequently reducing the brittleness and crunchiness of PCS. Furthermore, in vitro protein digestibility of PCS gradually decreased with increasing MVD time, primarily attributed to increased protein aggregation, as indicated by changes in sulfhydryl contents. In summary, our findings highlight that PCS subjected to 22 min of MVD exhibited the highest overall acceptability. This study provides a novel strategy for the application of MVD in the processing of meat snacks.
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Affiliation(s)
- Xue Liang
- College of Food Science, Northeast Agricultural University, Harbin, Heilongjiang 150030, China
| | - Zihan Zhao
- College of Food Science, Northeast Agricultural University, Harbin, Heilongjiang 150030, China
| | - Jingming Zhang
- College of Food Science, Northeast Agricultural University, Harbin, Heilongjiang 150030, China
| | - Baohua Kong
- College of Food Science, Northeast Agricultural University, Harbin, Heilongjiang 150030, China
| | - Xin Li
- Sharable Platform of Large-Scale Instruments & Equipments, Northeast Agricultural University, Harbin, Heilongjiang 150030, China
| | - Chuanai Cao
- College of Food Science, Northeast Agricultural University, Harbin, Heilongjiang 150030, China
| | - Hongwei Zhang
- College of Food Science, Northeast Agricultural University, Harbin, Heilongjiang 150030, China
| | - Qian Liu
- College of Food Science, Northeast Agricultural University, Harbin, Heilongjiang 150030, China; Heilongjiang Green Food Science & Research Institute, Harbin, Heilongjiang 150028, China.
| | - Liuyang Shen
- College of Engineering, Northeast Agricultural University, Harbin 150030, China.
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Ozyalcin ZO, Kipcak AS. The Ultrasound Effect on the Drying Characteristics of Loligo vulgaris by the Methods of Oven and Vacuum-oven. JOURNAL OF AQUATIC FOOD PRODUCT TECHNOLOGY 2022. [DOI: 10.1080/10498850.2021.2024634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Zehra Ozden Ozyalcin
- Department of Chemical Engineering, Faculty of Chemical and Metallurgical Engineering, Yildiz Technical University, Istanbul, Turkey
| | - Azmi Seyhun Kipcak
- Department of Chemical Engineering, Faculty of Chemical and Metallurgical Engineering, Yildiz Technical University, Istanbul, Turkey
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Álvarez S, Álvarez C, Hamill R, Mullen AM, O'Neill E. Drying dynamics of meat highlighting areas of relevance to dry-aging of beef. Compr Rev Food Sci Food Saf 2021; 20:5370-5392. [PMID: 34601801 DOI: 10.1111/1541-4337.12845] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 08/18/2021] [Accepted: 08/29/2021] [Indexed: 11/26/2022]
Abstract
Drying of foods is a processing step, which has a variety of outcomes from improving shelf life and product stability, to reducing weight, or to achieving a targeted product eating quality. Drying is key step in the manufacturing of some dried meat products, such as jerky. It is also a major event that occurs when beef is dry-aged, where beef is exposed to air under defined conditions for an extended aging period. Although the conditions typically used to produce dried meat products are significantly different from those that prevail during dry-aging, both involve a gradual removal of water from muscle. As there is a paucity of research on the kinetics of the dehydration process occurring during dry-aging of beef, this paper comprehensively reviews models used to describe drying kinetics in other beef products, in order to gain insights regarding the key factors that impact water removal from meat. Consideration is given as to how the specific conditions during dry-aging such as air flows used (approximately 2 m/s), high air relative humidity, low temperature, and meat geometry will influence the kinetics of the drying. With regard to modeling, equations derived from Fick's second law of diffusion (e.g., thin-layer models) have been used to describe the drying kinetics of small-sized meat products. However, to apply Fick's law to dry-aging, some different considerations may need to be evaluated such as: tridimensional geometry (i.e., whole muscle); uniform initial moisture content; isotropic diffusion; negligible shrinkage;and a combination of internal and external resistances.
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Affiliation(s)
- Sara Álvarez
- Department of Food Quality and Sensory Science, Teagasc Food Research Centre Ashtown, Dublin, Ireland
| | - Carlos Álvarez
- Department of Food Quality and Sensory Science, Teagasc Food Research Centre Ashtown, Dublin, Ireland
| | - Ruth Hamill
- Department of Food Quality and Sensory Science, Teagasc Food Research Centre Ashtown, Dublin, Ireland
| | - Anne Maria Mullen
- Department of Food Quality and Sensory Science, Teagasc Food Research Centre Ashtown, Dublin, Ireland
| | - Eileen O'Neill
- School of Food and Nutritional Sciences, University College Cork, Cork, Ireland
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4
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Yan B, Jiao X, Yang H, Jiang K, Huang J, Zhao J, Zhang H, Chen W, Fan D. Microwave heating of dried minced pork slices with different fat content: An assessment of dielectric response and quality properties. Lebensm Wiss Technol 2021. [DOI: 10.1016/j.lwt.2021.111729] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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5
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Elmas F, Bodruk A, Köprüalan Ö, Arıkaya Ş, Koca N, Serdaroğlu FM, Kaymak‐Ertekin F, Koç M. Drying kinetics behavior of turkey breast meat in different drying methods. J FOOD PROCESS ENG 2020. [DOI: 10.1111/jfpe.13487] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Feyza Elmas
- Faculty of Engineering, Department of Food Engineering Aydın Adnan Menderes University Aydın Turkey
| | - Anıl Bodruk
- Faculty of Engineering, Department of Food Engineering Ege University Izmir Turkey
| | - Özgün Köprüalan
- Faculty of Engineering, Department of Food Engineering Ege University Izmir Turkey
| | - Şeyma Arıkaya
- Faculty of Engineering, Department of Food Engineering Ege University Izmir Turkey
| | - Nurcan Koca
- Faculty of Engineering, Department of Food Engineering Ege University Izmir Turkey
| | | | - Figen Kaymak‐Ertekin
- Faculty of Engineering, Department of Food Engineering Ege University Izmir Turkey
| | - Mehmet Koç
- Faculty of Engineering, Department of Food Engineering Aydın Adnan Menderes University Aydın Turkey
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Qu C, He Z, Wang Z, Li S, Wang Z, Li H. Effects of NaCl content and drying temperature on lipid oxidation, protein oxidation, and physical properties of dry-cured chicken. J Food Sci 2020; 85:1651-1660. [PMID: 32460413 DOI: 10.1111/1750-3841.15129] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 03/12/2020] [Accepted: 03/15/2020] [Indexed: 02/03/2023]
Abstract
This study aimed to investigate the effects of different NaCl content and drying temperatures on the lipid oxidation, protein oxidation, and physical properties of dry-cured chicken. In the final product, lipid oxidation, protein oxidation, and physical properties were significantly affected by NaCl and temperature. Increased NaCl content and temperature led to significantly increased level of indicators including conjugated diene, thiobarbituric acid reactive substances, and carbonyl contents (P < 0.05). Conversely, the sulfhydryl contents and surface hydrophobicity significantly decreased (P < 0.05). Results of sodium dodecyl sulfate polyacrylamide gel electrophoresis further indicated that NaCl and temperature affected protein oxidation and degradation. According to the drying curve, the main factor affecting the drying time was the drying temperature and a slower rate of moisture loss occurred in samples with higher NaCl content. Moreover, due to the effects of temperature on lipid and protein oxidation and moisture diffusion, the hardness and shrinkage ratio increased with temperature. PRACTICAL APPLICATION: Dry-cured chicken is a kind of air-dried meat product. During actual production of dry-cured chicken, its physicochemical characteristics (e.g., lipid and protein oxidation and texture) are affected by NaCl content and drying temperature. In this study, the NaCl content and drying temperature were found to promote lipid and protein oxidation and have significant effects on texture properties. Therefore, the NaCl content and drying temperature should be controlled to improve the quality of dry-cured chicken.
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Affiliation(s)
- Cheng Qu
- College of Food Science, Southwest University, Tiansheng Street, Chongqing, 400716, PR China
| | - Zhifei He
- College of Food Science, Southwest University, Tiansheng Street, Chongqing, 400716, PR China.,Chongqing Engineering Research Center of Regional Food, Tiansheng Street, Chongqing, 400716, PR China
| | - Zhaoming Wang
- School of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, 230009, PR China
| | - Shaobo Li
- College of Food Science, Southwest University, Tiansheng Street, Chongqing, 400716, PR China
| | - Zefu Wang
- College of Food Science, Southwest University, Tiansheng Street, Chongqing, 400716, PR China
| | - Hongjun Li
- College of Food Science, Southwest University, Tiansheng Street, Chongqing, 400716, PR China.,Chongqing Engineering Research Center of Regional Food, Tiansheng Street, Chongqing, 400716, PR China
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Domínguez-Niño A, Lucho-Gómez AM, Pilatowsky-Figueroa I, López-Vidaña EC, Castillo-Téllez B, García-Valladares O. Experimental study of the dehydration kinetics of chicken breast meat and its influence on the physicochemical properties. CYTA - JOURNAL OF FOOD 2020. [DOI: 10.1080/19476337.2020.1791961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Alfredo Domínguez-Niño
- Departamento de Sistemas Energéticos, CONACYT-Instituto De Energías Renovables-UNAM, Temixco, México
| | - Ana María Lucho-Gómez
- Departamento de Sistemas Energéticos, Instituto De Energías Renovables-UNAM, Temixco, Morelos, México
| | - Isaac Pilatowsky-Figueroa
- Departamento de Sistemas Energéticos, Instituto De Energías Renovables-UNAM, Temixco, Morelos, México
| | | | | | - Octavio García-Valladares
- Departamento de Sistemas Energéticos, Instituto De Energías Renovables-UNAM, Temixco, Morelos, México
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Wang R, Huang F, Zhang L, Liu Q, Zhang C, Zhang H. Changes in the texture, microstructures, colour and volatile compounds of pork meat loins during superheated steam cooking. Int J Food Sci Technol 2019. [DOI: 10.1111/ijfs.14198] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Ruirui Wang
- Institute of Food Science and Technology Chinese Academy of Agricultural Sciences (CAAS) Key Laboratory of Agro‐Products Processing Ministry of Agriculture Beijing 100193 China
| | - Feng Huang
- Institute of Food Science and Technology Chinese Academy of Agricultural Sciences (CAAS) Key Laboratory of Agro‐Products Processing Ministry of Agriculture Beijing 100193 China
- Academy of Food and Nutrition Health CAAS Hefei 238000 China
- College of Staple Food Technology Institute of Food Science and Technology CAAS Harbin 151900 China
| | - Liang Zhang
- Institute of Food Science and Technology Chinese Academy of Agricultural Sciences (CAAS) Key Laboratory of Agro‐Products Processing Ministry of Agriculture Beijing 100193 China
- Academy of Food and Nutrition Health CAAS Hefei 238000 China
- College of Staple Food Technology Institute of Food Science and Technology CAAS Harbin 151900 China
| | - Qiannan Liu
- Institute of Food Science and Technology Chinese Academy of Agricultural Sciences (CAAS) Key Laboratory of Agro‐Products Processing Ministry of Agriculture Beijing 100193 China
- Academy of Food and Nutrition Health CAAS Hefei 238000 China
- College of Staple Food Technology Institute of Food Science and Technology CAAS Harbin 151900 China
| | - Chunjiang Zhang
- Institute of Food Science and Technology Chinese Academy of Agricultural Sciences (CAAS) Key Laboratory of Agro‐Products Processing Ministry of Agriculture Beijing 100193 China
- Academy of Food and Nutrition Health CAAS Hefei 238000 China
- College of Staple Food Technology Institute of Food Science and Technology CAAS Harbin 151900 China
| | - Hong Zhang
- Institute of Food Science and Technology Chinese Academy of Agricultural Sciences (CAAS) Key Laboratory of Agro‐Products Processing Ministry of Agriculture Beijing 100193 China
- Academy of Food and Nutrition Health CAAS Hefei 238000 China
- College of Staple Food Technology Institute of Food Science and Technology CAAS Harbin 151900 China
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9
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Kumar D, Tarafdar A, Kumar Y, Badgujar PC. Intelligent modeling and detailed analysis of drying, hydration, thermal, and spectral characteristics for convective drying of chicken breast slices. J FOOD PROCESS ENG 2019. [DOI: 10.1111/jfpe.13087] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Deepak Kumar
- Department of Food Science and TechnologyNational Institute of Food Technology Entrepreneurship and Management Sonipat Haryana India
| | - Ayon Tarafdar
- Department of Food EngineeringNational Institute of Food Technology Entrepreneurship and Management Sonipat Haryana India
| | - Yogesh Kumar
- Department of Food Science and TechnologyNational Institute of Food Technology Entrepreneurship and Management Sonipat Haryana India
| | - Prarabdh C. Badgujar
- Department of Food Science and TechnologyNational Institute of Food Technology Entrepreneurship and Management Sonipat Haryana India
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Akello Mewa E, Wandayi Okoth M, Nkirote Kunyanga C, Njue Rugiri M. Drying Modelling, Moisture Diffusivity and Sensory quality of Thin Layer dried Beef. CURRENT RESEARCH IN NUTRITION AND FOOD SCIENCE JOURNAL 2018. [DOI: 10.12944/crnfsj.6.2.29] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The objective of the present study was to determine the drying kinetics, moisture diffusivity and sensory quality of convective air dried beef. The effect of temperature of drying (30-60°C) and thickness of samples (2.5-10 mm) on the convective thin-layer drying kinetics of beefdried in a cabinet dryer was evaluated. Five semi-theoretical models were fit to the drying experimentaldata with the aim of predicting drying characteristics of beef and fitting quality of models determined using the standard error of estimate (SEE)and coefficient of determination (R2). Determination ofeffective moisture diffusivity (Deff) from the experimental drying datawas done and sensory quality of the optimized dried cooked and uncookedbeef samplesevaluated. Drying time and rate of drying increased with an increasing temperature but decreased with increased slice thickness. However, there was overlapping of drying curves at 40-50°C. Among the selected models, Page model gave the best prediction of beef drying characteristics. Effective moisture diffusivity (Deff) ranged between 4.2337 x 10-11 and 5.5899 x 10-10 m2/s, increasing with an increase in air temperature and beef slice thickness.Of all the sensory parameters evaluated, texture was the only attribute that gave significantly different (P > 0.05) scores between the cooked and uncooked dried beef samples.
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Affiliation(s)
- Eunice Akello Mewa
- Department of Food Science, Nutrition and Technology, University of Nairobi, Kenya
| | | | | | - Musa Njue Rugiri
- Department of Agricultural Engineering and Technology, Egerton University, Kenya
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Mewa EA, Okoth MW, Kunyanga CN, Rugiri MN. Effect of drying air temperature and slice thickness on the physical and microbiological quality of dried beef. Lebensm Wiss Technol 2018. [DOI: 10.1016/j.lwt.2018.02.068] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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12
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Luckose F, Pandey MC, Harilal PT. Effect of sodium chloride reduction on drying kinetics of restructured chicken jerky. FOOD BIOSCI 2017. [DOI: 10.1016/j.fbio.2017.07.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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13
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Liu J, Xue J, Xu Q, Shi Y, Wu L, Li Z. Drying Kinetics and Quality Attributes of White Radish in Low Pressure Superheated Steam. INTERNATIONAL JOURNAL OF FOOD ENGINEERING 2017. [DOI: 10.1515/ijfe-2016-0365] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Abstract
In this paper, white radish discs were dried in superheated steam at absolute pressure 95 mbar at four levels of drying temperature from 75 °C to 90 °C. The drying kinetics and various quality attributes of white radish were investigated, compared with the results by vacuum drying. By kinetic modeling of drying processes with Fick’s second law, low pressure superheated steam drying (LPSSD) had slightly lower value of effective moisture diffusivity but higher activation energy than vacuum drying. In comparison with vacuum drying, the rehydration capability of dried samples by LPSSD was better due to porous microstructure. Only 25 % or more the total amount of Vitamin C was preserved after drying to the ultimate moisture content, but it was found that some amount of Vitamin C was taken with the exhaust steam and preserved in the condensate.
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Jin W, Mujumdar AS, Zhang M, Shi W. Novel Drying Techniques for Spices and Herbs: a Review. FOOD ENGINEERING REVIEWS 2017. [DOI: 10.1007/s12393-017-9165-7] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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Darvishi H, Zarein M, Farhudi Z. Energetic and exergetic performance analysis and modeling of drying kinetics of kiwi slices. JOURNAL OF FOOD SCIENCE AND TECHNOLOGY 2016; 53:2317-33. [PMID: 27407198 PMCID: PMC4921082 DOI: 10.1007/s13197-016-2199-7] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 01/13/2016] [Accepted: 03/08/2016] [Indexed: 10/21/2022]
Abstract
This work focused on the effects of the moisture content, slices thickness and microwave power on aspects of energy and exergy, drying kinetics, moisture diffusivity, activation energy, and modeling of the thin layer drying of kiwi slices. Results showed that energy and exergy efficiency increased with increasing microwave power and decreasing slice thickness while values of energy efficiency (15.15-32.27 %) were higher than exergy efficiency (11.35-24.68 %). Also, these parameters decreased with a decrease in moisture content. Specific energy consumption varied from 7.79 to 10.02, 8.59 to 10.77 and 9.57 to16.20 to MJ/kg water evaporated for 3, 6 and 9 mm, respectively. The values of exergy loss were found to be in the range of 5.90 and 14.39 MJ/kg water and decreased as the microwave power increased and slice thickness decreased. Effective diffusivity increased with decreasing moisture content and increasing microwave power and slice thickness. Average effective moisture diffusivity of kiwi slices changes between 1.47 × 10(-9) and 39.29 × 10(-9) m(2)/s within the given variables range. Activation energy (17.96-21.38 W/g) showed a significant dependence on the moisture content. Although the Midilli model showed the best fit, Page's model was selected, since it had almost a similar performance but the model is simpler with two parameters instead of four.
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Affiliation(s)
- Hosain Darvishi
- />Department of Biosystems Engineering; Faculty of Agriculture, University of Kurdistan, P.O.Box: 416, Sanandaj, Iran
| | - Mohammad Zarein
- />Department of Biosystems Engineering; Faculty of Agriculture, Tarbiat Modares University, Tehran, Iran
| | - Zanyar Farhudi
- />Department of Biosystems Engineering; Faculty of Agriculture, University of Kurdistan, P.O.Box: 416, Sanandaj, Iran
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Zhang M, Chen H, Mujumdar AS, Tang J, Miao S, Wang Y. Recent developments in high-quality drying of vegetables, fruits, and aquatic products. Crit Rev Food Sci Nutr 2015; 57:1239-1255. [DOI: 10.1080/10408398.2014.979280] [Citation(s) in RCA: 147] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Min Zhang
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu, China
- School of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu, China
| | - Huizhi Chen
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu, China
| | - Arun. S. Mujumdar
- Department of Bioresource Engineering, Macdonald Campus, McGill University, Québec, Canada
| | - Juming Tang
- Department of Biological Systems Engineering, Washington State University, Pullman, Washington, USA
| | - Song Miao
- Department of Food Chemistry and Technology, Teagasc Food Research Centre, Moorepark, Fermoy, County Cork, Ireland
| | - Yuchuan Wang
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu, China
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Ahmat T, Barka M, Aregba AW, Bruneau D. Convective Drying Kinetics of Fresh Beef: An Experimental and Modeling Approach. J FOOD PROCESS PRES 2015. [DOI: 10.1111/jfpp.12508] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Affiliation(s)
- Tom Ahmat
- Département TREFLE; I2M UMR 5295; 33405 Talence France
- Institut Universitaire de Technologie de N'Gaoundéré; N'Gaoundéré Adamaoua Cameroon
| | - Mahamat Barka
- Faculté des Sciences Exactes et Appliquées; Université de N'Djaména; N'Djamena Chad
| | | | - Denis Bruneau
- Département TREFLE; I2M UMR 5295; 33405 Talence France
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