Implementation of relevant fourth industrial revolution innovations across the supply chain of fruits and vegetables: A short update on Traceability 4.0

被引:49
作者
Hassoun, Abdo [1 ,2 ]
Kamiloglu, Senem [3 ,4 ]
Garcia-Garcia, Guillermo [5 ]
Parra-Lopez, Carlos [5 ]
Trollman, Hana [6 ]
Jagtap, Sandeep [7 ]
Aadil, Rana Muhammad [8 ]
Esatbeyoglu, Tuba [9 ]
机构
[1] Univ Liege, Univ Littoral Cote Opale, Univ Picardie Jules Verne, Univ Artois,Univ Lille,USC ANSES,INRAe,UMRt BioEc, F-62200 Boulogne Sur Mer, France
[2] Sustainable AgriFoodtech Innovat & Res SAFIR, Arras, France
[3] Bursa Uludag Univ, Fac Agr, Dept Food Engn, TR-16059 Bursa, Turkey
[4] Bursa Uludag Univ, Sci & Technol Applicat & Res Ctr BITUAM, TR-16059 Bursa, Turkey
[5] Inst Agr & Fisheries Res & Training IFAPA, Dept Agrifood Syst Econ, POB 2027, Granada 18080, Spain
[6] Univ Leicester, Sch Business, Dept Work Employment Management & Org, 266 London Rd, Leicester LE2 1RQ, Leics, England
[7] Cranfield Univ, Sustainable Mfg Syst Ctr, Sch Aerosp Transport & Mfg, Cranfield MK43 0AL, Beds, England
[8] Univ Agr Faisalabad, Natl Inst Food Sci & Technol, Faisalabad 38000, Pakistan
[9] Leibniz Univ Hannover, Inst Food Sci & Human Nutr, Dept Food Dev & Food Qual, Kleinen Felde 30, D-30167 Hannover, Germany
关键词
Artificial Intelligence; Blockchain; Food fraud; Authenticity; Industry; 4; 0; Big Data; Internet of Things; Food quality; Safety; BIG DATA; FOOD SAFETY; TECHNOLOGY; AUTHENTICATION; CLASSIFICATION; OPPORTUNITIES; CHALLENGES; GENERATION; MANAGEMENT; RESOURCES;
D O I
10.1016/j.foodchem.2022.135303
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Food Traceability 4.0 refers to the application of fourth industrial revolution (or Industry 4.0) technologies to ensure food authenticity, safety, and high food quality. Growing interest in food traceability has led to the development of a wide range of chemical, biomolecular, isotopic, chromatographic, and spectroscopic methods with varied performance and success rates. This review will give an update on the application of Traceability 4.0 in the fruits and vegetables sector, focusing on relevant Industry 4.0 enablers, especially Artificial Intelligence, the Internet of Things, blockchain, and Big Data. The results show that the Traceability 4.0 has significant po-tential to improve quality and safety of many fruits and vegetables, enhance transparency, reduce the costs of food recalls, and decrease waste and loss. However, due to their high implementation costs and lack of adapt-ability to industrial environments, most of these advanced technologies have not yet gone beyond the laboratory scale. Therefore, further research is anticipated to overcome current limitations for large-scale applications.
引用
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页数:13
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共 134 条
[1]   Recent advances and applications of artificial intelligence and related technologies in the food industry [J].
Addanki, Mounika ;
Patra, Priyanka ;
Kandra, Prameela .
APPLIED FOOD RESEARCH, 2022, 2 (02)
[2]   Chemical Fingerprint of Free Polyphenols and Antioxidant Activity in Dietary Fruits and Vegetables Using a Non-Targeted Approach Based on QuEChERS Ultrasound-Assisted Extraction Combined with UHPLC-PDA [J].
Aguiar, Joselin ;
Goncalves, Joao L. ;
Alves, Vera L. ;
Camara, Jose S. .
ANTIOXIDANTS, 2020, 9 (04)
[3]   Improving efficiency of RFID-based traceability system for perishable food by utilizing IoT sensors and machine learning model [J].
Alfian, Ganjar ;
Syafrudin, Muhammad ;
Farooq, Umar ;
Ma'arif, Muhammad Rifqi ;
Syaekhoni, M. Alex ;
Fitriyani, Norma Latif ;
Lee, Jaeho ;
Rhee, Jongtae .
FOOD CONTROL, 2020, 110
[4]   Authentication of Argan (Argania spinosa L.) Oil Using Novel DNA-Based Approaches: Detection of Olive and Soybean Oils as Potential Adulterants [J].
Amaral, Joana S. ;
Raja, Fatima Z. ;
Costa, Joana ;
Grazina, Liliana ;
Villa, Caterina ;
Charrouf, Zoubida ;
Mafra, Isabel .
FOODS, 2022, 11 (16)
[5]   A review on blockchain applications in the agri-food sector [J].
Antonucci, Francesca ;
Figorilli, Simone ;
Costa, Corrado ;
Pallottino, Federico ;
Raso, Luciano ;
Menesatti, Paolo .
JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE, 2019, 99 (14) :6129-6138
[6]   Taking the leap between analytical chemistry and artificial intelligence: A tutorial review [J].
Ayres, Lucas B. ;
Gomez, Federico J. V. ;
Linton, Jeb R. ;
Silva, Maria F. ;
Garcia, Carlos D. .
ANALYTICA CHIMICA ACTA, 2021, 1161
[7]   IoT-Blockchain driven traceability techniques for improved safety measures in food supply chain [J].
Balamurugan S. ;
Ayyasamy A. ;
Joseph K.S. .
International Journal of Information Technology, 2022, 14 (2) :1087-1098
[8]   To target or not to target? Definitions and nomenclature for targeted versus non-targeted analytical food authentication [J].
Ballin, Nicolai Zederkopff ;
Laursen, Kristian Hoist .
TRENDS IN FOOD SCIENCE & TECHNOLOGY, 2019, 86 :537-543
[9]   On-tree fruit monitoring system using IoT and image analysis [J].
Behera, Santi Kumari ;
Sethy, Prabira Kumar ;
Sahoo, Santosh Kumar ;
Panigrahi, Sibarama ;
Rajpoot, Sharad Chandra .
CONCURRENT ENGINEERING-RESEARCH AND APPLICATIONS, 2021, 29 (01) :6-15
[10]   Integration of Innovative Technologies in the Agri-Food Sector: The Fundamentals and Practical Case of DNA-Based Traceability of Olives from Fruit to Oil [J].
Ben Ayed, Rayda ;
Hanana, Mohsen ;
Ercisli, Sezai ;
Karunakaran, Rohini ;
Rebai, Ahmed ;
Moreau, Fabienne .
PLANTS-BASEL, 2022, 11 (09)