Computational modelling of survival of Aspergillus flavus in peanut kernels during hot air-assisted radio frequency pasteurization

被引:21
作者
Zhang, Shuang [1 ]
Lan, Ruange [1 ]
Zhang, Lihui [1 ]
Wang, Shaojin [1 ,2 ]
机构
[1] Northwest A&F Univ, Coll Mech & Elect Engn, Yangling 712100, Shaanxi, Peoples R China
[2] Washington State Univ, Dept Biol Syst Engn, 213 LJ Smith Hall, Pullman, WA 99164 USA
基金
中国国家自然科学基金;
关键词
Computer simulation; Radio frequency pasteurization; Aspergillus flavus; Peanut kernel; Microbial validation; RF HEATING UNIFORMITY; DISINFESTATION TREATMENTS; DIELECTRIC-PROPERTIES; THERMAL INACTIVATION; QUALITY; TEMPERATURE;
D O I
10.1016/j.fm.2020.103682
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
In recent years, radio frequency (RF) heating is getting popular as an alternative pasteurization method for agricultural commodities and low moisture foods. Computer simulation is an effective way to help understand RF interactions with food components and predict temperature distributions among food samples after RF treatments. In this study, a computer model based on Joule heating and thermal inactivation kinetic of A. flavus was established to predict both temperature distribution and microbial reduction among peanut kernels after RF processing. For the process validation, three 2-g peanut samples inoculated with 40 mu L A. flavus were placed at three representative locations among 2.17 kg peanut kernels and subjected to various processing conditions in a 27.12 MHz, 6 kW RF heating unit together with hot air system. Results showed that the average difference of the sample temperature and microbial reduction between simulation and experiment was small with RMSE values of 0.009 degrees C and 0.012 degrees C, and 0.31 log CFU/g and 0.42 log CFU/g for peanut moisture contents of 7.56% and 12.02% w. b., respectively. Nonuniform RF heating resulted in the least lethality of A. flavus at the cold spot. The validated computer model was further used to estimate microbial reduction distributions at other target temperatures based on predicted temperature profiles. This computer model may help design the RF pasteurization protocols for peanut kernels without extensive experiments in food industry.
引用
收藏
页数:9
相关论文
共 33 条
[1]   Computer simulation analyses to improve radio frequency (RF) heating uniformity in dried fruits for insect control [J].
Alfaifi, Bandar ;
Tang, Juming ;
Rasco, Barbara ;
Wang, Shaojin ;
Sablani, Shyam .
INNOVATIVE FOOD SCIENCE & EMERGING TECHNOLOGIES, 2016, 37 :125-137
[2]   Radio frequency disinfestation treatments for dried fruit: Model development and validation [J].
Alfaifi, Bandar ;
Tang, Juming ;
Jiao, Yang ;
Wang, Shaojin ;
Rasco, Barbara ;
Jiao, Shunshan ;
Sablani, Shyam .
JOURNAL OF FOOD ENGINEERING, 2014, 120 :268-276
[3]   FINITE-ELEMENT MODELING OF THE RF HEATING PROCESS [J].
CHOI, CTM ;
KONRAD, A .
IEEE TRANSACTIONS ON MAGNETICS, 1991, 27 (05) :4227-4230
[4]   Influence of heat transfer with tube methods on measured thermal inactivation parameters for Escherichia coli [J].
Chung, Hyun-Jung ;
Wang, Shaojin ;
Tang, Juming .
JOURNAL OF FOOD PROTECTION, 2007, 70 (04) :851-859
[5]   Specific heat of soybean [J].
Deshpande, SD ;
Bal, S .
JOURNAL OF FOOD PROCESS ENGINEERING, 1999, 22 (06) :469-477
[6]   Bulk thermal conductivity and diffusivity of soybean [J].
Deshpande, SD ;
Bal, S ;
Ojha, TP .
JOURNAL OF FOOD PROCESSING AND PRESERVATION, 1996, 20 (03) :177-189
[7]   Pasteurization process development for controlling Salmonella in in-shell almonds using radio frequency energy [J].
Gao, M. ;
Tang, J. ;
Villa-Rojas, R. ;
Wang, Y. ;
Wang, S. .
JOURNAL OF FOOD ENGINEERING, 2011, 104 (02) :299-306
[8]   Comparing predicting models for heat inactivation of Listeria monocytogenes and Pseudomonas aeruginosa at different pH [J].
Hassani, M ;
Alvarez, I ;
Raso, J ;
Condón, S ;
Pagán, R .
INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY, 2005, 100 (1-3) :213-222
[9]   A novel strategy for improving radio frequency heating uniformity of dry food products using computational modeling [J].
Huang, Zhi ;
Marra, Francesco ;
Wang, Shaojin .
INNOVATIVE FOOD SCIENCE & EMERGING TECHNOLOGIES, 2016, 34 :100-111
[10]   Investigation of radio frequency heating uniformity of wheat kernels by using the developed computer simulation model [J].
Jiao, Shunshan ;
Deng, Yun ;
Zhong, Yu ;
Wang, Danfeng ;
Zhao, Yanyun .
FOOD RESEARCH INTERNATIONAL, 2015, 71 :41-49