Digital twins probe into food cooling and biochemical quality changes for reducing losses in refrigerated supply chains

被引:95
|
作者
Defraeye, Thijs [1 ]
Tagliavini, Giorgia [1 ,2 ]
Wu, Wentao [2 ,3 ,4 ]
Prawiranto, Kevin [1 ,2 ]
Schudel, Seraina [1 ,5 ]
Kerisima, Mekdim Assefa [6 ,7 ]
Verboven, Pieter [6 ]
Buhlmann, Andreas [5 ]
机构
[1] Empa, Swiss Fed Labs Mat Sci & Technol, Lab Biomimet Membranes & Text, Lerchenfeldstr 5, CH-9014 St Gallen, Switzerland
[2] Swiss Fed Inst Technol, Chair Bldg Phys, Stefano Franscini Pl 5, CH-8093 Zurich, Switzerland
[3] Empa, Swiss Fed Labs Mat Sci & Technol, Multiscale Studies Bldg Phys, Uberlandstr 129, CH-8600 Dubendorf, Switzerland
[4] Harvard Univ, Harvard Grad Sch Design, Harvard Ctr Green Bldg & Cities, Cambridge, MA 02138 USA
[5] Agroscope, Plants & Plant Prod Div, Muller Thurgau Str 29, CH-8820 Wadenswil, Switzerland
[6] Katholieke Univ Leuven, Dept Biosyst, MeBioS Postharvest Grp, Willem de Croylaan 42, B-3001 Heverlee, Belgium
[7] Addis Ababa Univ, Addis Ababa Inst Technol, King George VI St, Addis Ababa 1000, Ethiopia
基金
瑞士国家科学基金会;
关键词
Thermophysical; Fruit simulator; Multiphysics; In-silico; Biophysical twin; Digital avatar; COMPUTATIONAL FLUID-DYNAMICS; HORTICULTURAL PRODUCE; CHILLING INJURY; CITRUS-FRUIT; TOMMY-ATKINS; FRESH FRUIT; MANGO; ATMOSPHERE; DESIGN; MODEL;
D O I
10.1016/j.resconrec.2019.06.002
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Refrigerated transport and storage of mango fruit are essential to maintain quality, reduce food waste and the associated embodied energy losses. Refrigeration is also key to enable successful transcontinental export to distant markets. To minimize the environmental impact of the cold chain and to optimize logistics, a better knowledge of the fruit quality evolution within individual shipments would be extremely valueable. For this purpose, a digital fruit twin is developed, based on mechanistic modeling. This digital twin simulates the thermal behavior of mango fruit throughout the cold chain, based on the measured environmental temperature conditions, namely the air temperature in the vicinity of the fruit. At the same time, the evolution of associated quality attributes, due to enzymatically-driven, temperature-dependent biochemical degradation reactions, is quantified. Also, a biophysical counterpart of real mango fruit an innovative fruit simulator sensing device - was developed and used for model validation of fruit pulp temperatures. We identified - in-silico - the impact of the unique delivery air temperature history and cold chain length on fruit quality evolution for actual maritime vs. airfreight transport pathways. Digital twins were found to provide complementary insights in the thermophysical behavior of fruit, particularly in supply chains of very perishable species, and for storage at low airflow rates. Such mechanistic modeling enabled to understand, record, and predict where temperature-dependent fruit quality loss occurs in each supply chain. In that way, digital twins can help to improve refrigeration processes and logistics to reduce food losses, thereby making the refrigerated supply chain greener.
引用
收藏
页码:778 / 794
页数:17
相关论文
共 7 条
  • [1] Digital twins unveil trade-offs in maintaining citrus quality in the refrigerated supply chain
    Shrivastava, Chandrima
    Defraeye, Thijs
    [J]. NATURE FOOD, 2022, 3 (06): : 411 - 412
  • [3] Quantifying the Benefits of Digital Supply Chain Twins-A Simulation Study in Organic Food Supply Chains
    Binsfeld, Tom
    Gerlach, Benno
    [J]. LOGISTICS-BASEL, 2022, 6 (03):
  • [4] Digital twins enable the quantification of the trade-offs in maintaining citrus quality and marketability in the refrigerated supply chain
    Shrivastava, Chandrima
    Berry, Tarl
    Cronje, Paul
    Schudel, Seraina
    Defraeye, Thijs
    [J]. NATURE FOOD, 2022, 3 (06): : 413 - +
  • [5] Digital twins enable the quantification of the trade-offs in maintaining citrus quality and marketability in the refrigerated supply chain
    Chandrima Shrivastava
    Tarl Berry
    Paul Cronje
    Seraina Schudel
    Thijs Defraeye
    [J]. Nature Food, 2022, 3 (6): : 413 - 427
  • [6] Digital from farm to fork: Infrastructures of quality and control in food supply chains
    Donaldson, Andrew
    [J]. JOURNAL OF RURAL STUDIES, 2022, 91 : 228 - 235
  • [7] Reducing post-harvest food losses through innovative collaboration: Insights from the Colombian and Mexican avocado supply chains
    Bustos, Carolina Arias
    Moors, Ellen N. M.
    [J]. JOURNAL OF CLEANER PRODUCTION, 2018, 199 : 1020 - 1034