Computational modelling approach for the optimisation of a pulsed electric field system for liquid foods

被引:3
作者
Araujo, Eduardo J. [1 ]
Lopes, Ivan J. S. [2 ]
Ramirez, Jaime A. [2 ]
机构
[1] Univ Fed Minas Gerais, Grad Program Elect Engn, Ave Antonio Carlos 6627, BR-31270901 Belo Horizonte, MG, Brazil
[2] Univ Fed Minas Gerais, Dept Elect Engn, Ave Antonio Carlos 6627, BR-31270901 Belo Horizonte, MG, Brazil
关键词
electric fields; genetic algorithms; Pareto optimisation; microorganisms; food technology; pulsed electric field system; liquid foods; pulsed electric field treatment system; electric field distribution; multiobjective optimisation; computational methodology; Pareto optimal solutions; electrical-thermal model; multiobjective algorithm NSGA-II; Pareto curves; computational modelling; E; coli; S; aureus; MatLab; COMSOL; THERMO-PHYSICAL PROPERTIES; TREATMENT CHAMBERS; JUICE; STERILIZATION; INACTIVATION; PRESERVATION; SIMULATIONS; KINETICS; DESIGN;
D O I
10.1049/iet-smt.2018.5311
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The microbial inactivation and specific energy of a pulsed electric field treatment system are dependent on the electric field distribution and treatment time since they have opposite behaviour in relation to these parameters, featuring a problem of multi-objective optimisation. This study proposes a computational methodology capable of providing Pareto optimal solutions for these two objectives, using a coupled electrical-thermal model, solved by COMSOL, which has been integrated to a multi-objective algorithm NSGA-II implemented in MatLab. The simulations were run for a computational design of experiment with the following variables: applied voltage, treatment time and the internal electrode radius (three levels for each one). In the post-processing analysis, the Pareto curves were plotted for two typical microorganisms of grape juice: E. coli and S. aureus, providing a set of solutions in terms of the log of the survival rate versus the specific energy. The methodology enables the decision maker to select the best solution from the Pareto curves as a function of a required microbial inactivation and energy features.
引用
收藏
页码:337 / 345
页数:9
相关论文
共 50 条
  • [1] Pulsed electric fields in liquid foods processing
    Mazurek, B
    Laskowski, S
    Staroniewicz, Z
    JOURNAL OF ADVANCED OXIDATION TECHNOLOGIES, 2004, 7 (01) : 65 - 73
  • [2] Modular Serial Flow Through device for pulsed electric field treatment of the liquid samples
    Kanduser, Masa
    Belic, Ales
    Corovic, Selma
    Skrjanc, Igor
    SCIENTIFIC REPORTS, 2017, 7
  • [3] Pulsed electric field as a promising technology for solid foods processing: A review
    Zhang, Cheng
    Lyu, Xiaomei
    Arshad, Rai Naveed
    Aadil, Rana Muhammad
    Tong, Yanjun
    Zhao, Wei
    Yang, Ruijin
    FOOD CHEMISTRY, 2023, 403
  • [4] Sterilization of liquid foods by pulsed electric fields-an innovative ultra-high temperature process
    Reineke, Kai
    Schottroff, Felix
    Meneses, Nicolas
    Knorr, Dietrich
    FRONTIERS IN MICROBIOLOGY, 2015, 6
  • [5] Electric Field Analysis of Different Compact Electrodes for Pulsed Electric Field Applications in Liquid Food
    Ramaswamy, Ramya
    Ramachandran, Raja Prabu
    2016 IEEE INTERNATIONAL POWER MODULATOR AND HIGH VOLTAGE CONFERENCE (IPMHVC), 2016, : 160 - 165
  • [6] Release of Electrode Materials and Changes in Organoleptic Profiles During the Processing of Liquid Foods Using Pulse Electric Field Treatment
    Mihindukulasuriya, Suramya D. F.
    Jayaram, Shesha H.
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2020, 56 (01) : 711 - 717
  • [7] Designs of pulsed electric fields treatment chambers for liquid foods pasteurization process: A review
    Huang, Kang
    Wang, Jianping
    JOURNAL OF FOOD ENGINEERING, 2009, 95 (02) : 227 - 239
  • [8] Kinetic modeling of Mail lard reaction system subjected to pulsed electric field
    Wang, Zhonghe
    Wang, Jun
    Guo, Shoujun
    Ma, Sen
    Yu, Shu-Juan
    INNOVATIVE FOOD SCIENCE & EMERGING TECHNOLOGIES, 2013, 20 : 121 - 125
  • [9] Modelling of polyphenoloxidase inactivation by pulsed electric fields considering coupled effects of temperature and electric field
    Meneses, Nicolas
    Saldana, Guillermo
    Jaeger, Henry
    Raso, Javier
    Alvarez, Ignacio
    Cebrian, Guillermo
    Knorr, Dietrich
    INNOVATIVE FOOD SCIENCE & EMERGING TECHNOLOGIES, 2013, 20 : 126 - 132
  • [10] Advances in pulsed electric stimuli as a physical method for treating liquid foods
    Zare, Farzan
    Ghasemi, Negareh
    Bansal, Nidhi
    Hosano, Hamid
    PHYSICS OF LIFE REVIEWS, 2023, 44 : 207 - 266