Industry 4.0 and Food Safety in the Food Sector
DOI:
https://doi.org/10.24925/turjaf.v13i3.821-830.7372Keywords:
Industry 4.0, Food Industry, Traceability, Food Safety, Industrial revolutionAbstract
Since the beginning of time, people have had the most basic need for food products (food and beverages) to survive. With the increasing human population, the need for food products has also increased, and with the developing technology, these needs have been tried to be met with mass production in the food sector. However, with the effect of globalization, the safety problem of increasing mass food products has emerged, and this has led societies to create food safety and traceability policies and to create traceability systems. In this review, the stages of the industrial revolution, starting with the 1st Industrial Revolution, which emerged with the use of steam engines in the 18th century, and up to the 4th Industrial Revolution (Industry 4.0), where machines have started to take an active role in industrial processes compared to human power, have been discussed and their effects on the food sector have been examined. Studies on the use of the basic principles and applications of Industry 4.0 in food traceability have been researched and discussed.
References
Alfian, G., Rhee, J., Ahn, H., Lee, J., Farooq, U., Ijaz, M. F., & Syaekhoni, M. A. (2017). Integration of RFID, wireless sensor networks, and data mining in an e-pedigree food traceability system. Journal of Food Engineering, 212, 65-75. https://doi.org/10.1016/j.jfoodeng.2017.05.008.
Ane, T., & Yasmin, S. (2019). Agriculture in the fourth industrial revolution. Annals of Bangladesh Agriculture, 23(2), 115-122. https://doi.org/10.3329/aba.v23i2.50060.
Apriliyanti, M. (2022). Challenges of The Industrial Revolution Era 1.0 to 5.0: University Digital Library In Indoensia. Library Philosophy and Practice, 1-17. https://digitalcommons.unl.edu/libphilprac/6994/.
Akben İ., & Avşar, İ.İ (2018). Endüstri 4.0 ve Karanlık Üretim: Genel Bir Bakış. Türk Sosyal Bilimler Araştırmaları Dergisi. http://tursbad.hku.edu.tr/tr/pub/issue/36831/411081
Belaud, J. P., Prioux, N., Vialle, C., & Sablayrolles, C. (2019). Big data for agri-food 4.0: Application to sustainability management for by-products supply chain. Computers in Industry, 111, 41-50. https://doi.org/10.1016/j.compind.2019.06.006
Ben Ayed, R., Hanana, M., Ercisli, S., Karunakaran, R., Rebai, A., & Moreau, F. (2022). Integration of innovative technologies in the agri-food sector: the fundamentals and practical case of DNA-based traceability of olives from fruit to oil. Plants, 11(9), 1230. https://doi.org/10.3390/plants11091230
Berktaş, S., & Oraklıbel, R. D. (2021). Sanayi Devrimi Ile Gelen Değişim: Iş Bölümü Ve Yabancilaşma. Atlas Sosyal Bilimler Dergisi, 1(6), 112-121. https://dergipark.org.tr/en/pub/atlas/issue/60404/782216.
Bibi, F., Guillaume, C., Gontard, N., & Sorli, B. (2017). A review: RFID technology having sensing aptitudes for food industry and their contribution to tracking and monitoring of food products. Trends in Food Science & Technology, 62, 91-103. https://doi.org/10.1016/j.tifs.2017.01.013
Chapman, J., Power, A., Netzel, M. E., Sultanbawa, Y., Smyth, H. E., Truong, V. K., & Cozzolino, D. (2022). Challenges and opportunities of the fourth revolution: a brief insight into the future of food. Critical Reviews in Food Science and Nutrition, 62(10), 2845-2853. https://doi.org/10.1080/10408398.2020.1863328.
Chen, Y., Wang, Y., Zhang, Y., Wang, X., Zhang, C., & Cheng, N. (2024). Intelligent Biosensors Promise Smarter Solutions in Food Safety 4.0. Foods, 13(2), 235. https://doi.org/10.3390/foods13020235
Cebeci, U., & Arat, E. (2022). Establishing Agri and Food Supply Chain Provenance Based on Blockchain: Literature Review. Avrupa Bilim ve Teknoloji Dergisi, (37), 59-64. https://doi.org/10.31590/ejosat.1131779.
Chhetri, K. B. (2024). Applications of Artificial Intelligence and Machine Learning in Food Quality Control and Safety Assessment. Food Engineering Reviews, 16(1), 1-21. https://doi.org/10.1007/s12393-023-09363-1.
Clairand, J.M., Briceno-Leon, M., Escriva-Escriva, G., Pantaleo, A.M. (2020). Review of Energy Efficiency Technologies in the Food Industry: Trends, Barriers, and Opportunities. IEEE Access. https://doi.org/10.1109/access.2020.2979077
Corallo, A., Latino, M.E., Menegoli, M. (2020). Agriculture 4.0: How Use Traceability Data to Tell Food Product to the Consumers. 2020 9th International Conference on Industrial Technology and Management (ICITM). https://doi.org/10.1109/icitm48982.2020.9080349
Cömert, M., Kanoğlu, E., Güleç, H., & Kaya, M. (2024). Using Blockchain Technology at Supply Chain: The Sample of Migros. Turkish Journal of Agriculture-Food Science and Technology, 12(8), 1292-1301. https://doi.org/10.24925/turjaf.v12i8.1292-1301.6705.
Dai, N. H. P., Giang, P. P., & Kiet, T. H. V. T. (2024). Readiness of enterprises to implement Industry 5.0. Modern Technologies and Tools Supporting the Development of Industry 5.0, 408. https://doi.org/10.1201/9781003489269-12.
Dankar, I., Haddarah, A., Omar, F. E., Sepulcre, F., & Pujolà, M. (2018). 3D printing technology: The new era for food customization and elaboration. Trends in food science & technology, 75, 231-242. https://doi.org/10.1016/j.tifs.2018.03.018
De Mattia, F., Bruni, I., Galimberti, A., Cattaneo, F., Casiraghi, M., & Labra, M. (2011). A comparative study of different DNA barcoding markers for the identification of some members of Lamiacaea. Food Research International, 44(3), 693-702. https://doi.org/10.1016/j.foodres.2010.12.032.
Doğan, M. (2022). Yiyecek ve İçecek Sektöründe Endüstri 4.0 ve Robotik Sistemler. Uluslararası Multidisipliner İnovatif Yaklaşımlar Kongresi. https://acikerisim.gelisim.edu.tr/xmlui/handle/11363/3729.
Ediz, Ç. (2021). A food traceability database model with base parameters and algorithms. Bilişim Teknolojileri Dergisi, 14(3), 313-325. https://doi.org/10.17671/gazibtd.656288.
Esmer, Ö. K., & Melikoğlu, A. Y. (2015). Gıda güvenliğinin sağlanmasında radyo frekanslı tanımlama teknolojisinin rolü. Akademik Gıda, 13(1), 72-80. https://dergipark.org.tr/en/pub/akademik-gida/issue/55787/763663.
Farkas, J., & Mohácsi-Farkas, C. (2011). History and future of food irradiation. Trends in Food Science & Technology, 22(2-3), 121-126. https://doi.org/10.1016/j.tifs.2010.04.002.
Galimberti, A., De Mattia, F., Losa, A., Bruni, I., Federici, S., Casiraghi, M., ... & Labra, M. (2013). DNA barcoding as a new tool for food traceability. Food research international, 50(1), 55-63. https://doi.org/10.1016/j.foodres.2012.09.036.
Gedik, Y. (2021). Endüstri 4.0 Teknolojilerinin ve Endüstri 4.0’ın Üretim ve Tedarik Zinciri Kapsamındaki Etkileri: Teorik Bir Çerçeve. Journal of emerging economies and policy (Online). https://search.trdizin.gov.tr/publication/detail/445382/endustri-40-teknolojilerinin-ve-endustri-40in-uretim-ve-tedarik-zinciri-kapsamindaki-etkileri-teorik-bir-cerceve
Gerdan, D., Koç, C., & Vatandaş, M. (2020). Gıda ürünlerinin izlenebilirliğinde blok zinciri teknolojisinin kullanımı. Tarım Makinaları Bilimi Dergisi, 16(2), 8-14. https://dergipark.org.tr/en/pub/tarmak/issue/56516/717185.
Ghag, N., Sonar, H., Jagtap, S., & Trollman, H. (2024). Unlocking AI's potential in the food supply chain: A novel approach to overcoming barriers. Journal of Agriculture and Food Research, 18, 101349. https://doi.org/10.1016/j.jafr.2024.101349.
Ghaani, M., Cozzolino, C. A., Castelli, G., & Farris, S. (2016). An overview of the intelligent packaging technologies in the food sector. Trends in Food Science & Technology, 51, 1-11. https://doi.org/10.1016/j.tifs.2016.02.008.
Hassoun, A., Jagtap, S., Trollman, H., Garcia-Garcia, G., Abdullah, N. A., Goksen, G., ... & Lorenzo, J. M. (2023a). Food processing 4.0: Current and future developments spurred by the fourth industrial revolution. Food Control, 145, 109507. https://doi.org/10.1016/j.foodcont.2022.109507.
Hassoun, A., Alhaj Abdullah, N., Aït-Kaddour, A., Ghellam, M., Beşir, A., Zannou, O., ... & Regenstein, J. M. (2024a). Food traceability 4.0 as part of the fourth industrial revolution: key enabling technologies. Critical Reviews in Food Science and Nutrition, 64(3), 873-889. https://doi.org/10.1080/10408398.2022.2110033.
Hassoun, A., Anusha Siddiqui, S., Smaoui, S., Ucak, İ., Arshad, R. N., Bhat, Z. F., ... & Camara, J. S. (2024b). Emerging technological advances in improving the safety of muscle foods: framing in the context of the food revolution 4.0. Food reviews international, 40(1), 37-78. https://doi.org/10.1080/87559129.2022.2149776.
Hassoun, A., & Bigliardi, B. (2024). Industry 4.0 technologies: principles and applications in agriculture and the food industry. In Food Industry 4.0 (pp. 1-13). Academic Press. https://doi.org/10.1016/B978-0-443-15516-1.00001-3.
Hassoun, A., Kamiloglu, S., Garcia-Garcia, G., Parra-López, C., Trollman, H., Jagtap, S., ... & Esatbeyoglu, T. (2023b). Implementation of relevant fourth industrial revolution innovations across the supply chain of fruits and vegetables: A short update on Traceability 4.0. Food Chemistry, 409, 135303. https://doi.org/10.1016/j.foodchem.2022.135303.
Hassoun, A., Aït-Kaddour, A., Dankar, I., Safarov, J., Ozogul, F., & Sultanova, S. (2024c). The Significance of Industry 4.0 Technologies in Enhancing Various Unit Operations Applied in the Food Sector: Focus on Food Drying. Food and Bioprocess Technology, 1-20. https://doi.org/10.1007/s11947-024-03465-2
Hussain, S., Malakar, S. & Arora, V.K. Extrusion-Based 3D Food Printing: Technological Approaches, Material Characteristics, Printing Stability, and Post-processing. Food Eng Rev 14, 100–119 (2022). https://doi.org/10.1007/s12393-021-09293-w
Ikram, A., Mehmood, H., Arshad, M. T., Rasheed, A., Noreen, S., & Gnedeka, K. T. (2024). Applications of artificial intelligence (AI) in managing food quality and ensuring global food security. CyTA-Journal of Food, 22(1), 2393287. https://doi.org/10.1080/19476337.2024.2393287.
Indap, Ş. (2022). Tarım-gıda Tedarik Zincirinde Izlenebilirlik ve Gıda Güvenliği Için Blok Zinciri: Kiraz Urünü Uygulaması (Master's thesis, Maltepe University (Turkey)). https://www.proquest.com/openview/db90ffaca388cfb21f84c0a659ad1fcd/1?pq-origsite=gscholar&cbl=2026366&diss=y.
Javaid, M., Haleem, A., Singh, R. P., & Suman, R. (2021). Substantial capabilities of robotics in enhancing industry 4.0 implementation. Cognitive Robotics, 1, 58-75. https://doi.org/10.1016/j.cogr.2021.06.001
Keleş, B., & Ova, G. (2020). Gıda tedarik zinciri yönetiminde bilgi teknolojileri kullanımı. Adnan Menderes Üniversitesi Ziraat Fakültesi Dergisi, 17(1), 137-143. https://doi.org/10.25308/aduziraat.695732.
Khan, S., Singh, R., Khan, S., & Ngah, A. H. (2023). Unearthing the barriers of Internet of Things adoption in food supply chain: A developing country perspective. Green Technologies and Sustainability, 1(2), 100023. https://doi.org/10.1016/j.grets.2023.100023.
Kılıç, R. (2023). Sanayi Devrimlerinin Serüveni: Endüstri 1.0’dan Endüstri 5.0’a. Takvim-i Vekayi, 11(2), 276-291. https://dergipark.org.tr/en/pub/takvim/issue/80114/1409937.
Kutyauripo, I., Rushambwa, M., & Chiwazi, L. (2023). Artificial intelligence applications in the agrifood sectors. Journal of Agriculture and Food Research, 11, 100502. https://doi.org/10.1016/j.jafr.2023.100502.
Lezoche, M., Hernandez, J. E., Díaz, M. D. M. E. A., Panetto, H., & Kacprzyk, J. (2020). Agri-food 4.0: A survey of the supply chains and technologies for the future agriculture. Computers in industry, 117, 103187. https://doi.org/10.1016/j.compind.2020.103187.
Liu, Z., Zhang, M., Bhandari, B., & Wang, Y. (2017). 3D printing: Printing precision and application in food sector. Trends in Food Science & Technology, 69, 83-94. https://doi.org/10.1016/j.tifs.2017.08.018
Mahima, K., Sunil Kumar, K. N., Rakhesh, K. V., Rajeswaran, P. S., Sharma, A., & Sathishkumar, R. (2022). Advancements and future prospective of DNA barcodes in the herbal drug industry. Frontiers in Pharmacology, 13, 947512. I https://doi.org/10.3389/fphar.2022.947512
Matloob, R., Bianco, G. M., Marrocco, G., Occhiuzzi, C., Wood, L. C., & Bekhit, A. E. D. A. (2024). Food Traceability 4.0. In Food Industry 4.0 (pp. 83-97). Academic Press. https://doi.org/10.1016/B978-0-443-15516-1.00005-0.
Mehannaoui, R., & Mouss, K. N. (2019). A study with simulation of range free localization techniques in wireless sensors networks. In 2019 International Conference on Advanced Electrical Engineering (ICAEE) (pp. 1-4). IEEE. https://doi.org/10.1109/ICAEE47123.2019.9014694.
Mehannaoui, R., Mouss, K. N., & Aksa, K. (2023). IoT-based food traceability system: Architecture, technologies, applications, and future trends. Food Control, 145, 109409. https://doi.org/10.1016/j.foodcont.2022.109409.
Meliana, C., Liu, J., Show, P. L., & Low, S. S. (2024). Biosensor in smart food traceability system for food safety and security. Bioengineered, 15(1), 2310908. https://doi.org/10.1080/21655979.2024.2310908.
Mistry, H. K., Mavani, C., Goswami, A., & Patel, R. (2024). The Impact Of Cloud Computing And Ai On Industry Dynamics And Competition. Educational Administration: Theory and Practice, 30(7), 797-804. https://www.researchgate.net/profile/Ripalkumar-Patel/publication/383091191_The_Impact_Of_Cloud_Computing_And_Ai_On_Industry_Dynamics_And_Competition/links/66c13abf145f4d355361fdf0/The-Impact-Of-Cloud-Computing-And-Ai-On-Industry-Dynamics-And-Competition.pdf
Nayik, G. A., Muzaffar, K., & Gull, A. (2015). Robotics and food technology: A mini review. J. Nutr. Food Sci, 5(4), 1-11. https://doi.org/10.4172/2155-9600.1000384.
Noor Hasnan, N.Z., Yusoff, Y.Md . (2018). Short review: Application Areas of Industry 4.0 Technologies in Food Processing Sector. 2018 IEEE Student Conference on Research and Development (SCOReD). https://doi.org/10.1109/scored.2018.8711184
Ojo, O.O., Shah, S., Coutroubis, A., Jimenez, M.T., Ocana, Y.M. (2018). Potential Impact of Industry 4.0 in Sustainable Food Supply Chain Environment. 2018 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD). https://doi.org/10.1109/itmc.2018.8691223
Oruma, S.O., Misra, S., & Fernandez-Sanz, L. (2021). Agriculture 4.0: An Implementation Framework for Food Security Attainment in Nigeria’s Post-Covid-19 Era. IEEE Access. https://doi.org/10.1109/access.2021.3086453
Pal, A.,& Kant, K . (2018). IoT-Based Sensing and Communications Infrastructure for the Fresh Food Supply Chain. Computer. https://doi.org/10.1109/mc.2018.1451665
Panprommin, D, & R. Manosri. (2022). DNA barcoding as an approach for species traceability and labeling accuracy of fish fillet products in Thailand. Food Control. 136:108895. https://10.1016/j.foodcont.2022.108895
Patel, A. S., Brahmbhatt, M. N., Bariya, A. R., Nayak, J. B., & Singh, V. K. (2023). Blockchain technology in food safety and traceability concern to livestock products. Heliyon, 9(6). https://doi.org/10.1016/j.heliyon.2023.e16526.
Pilevari, N. (2020). Industry revolutions development from Industry 1.0 to Industry 5.0 in manufacturing. Journal of Industrial Strategic Management, 5(2), 44. https://sanad.iau.ir/journal/mgmt/Article/678926?jid=678926.
Pollard, S., Namazi, H., & Khaksar, R. (2019). Big data applications in food safety and quality. Encyclopedia of Food Chemistry, 356-363. https://doi.org/10.1016/B978-0-08-100596-5.21839-8.
Raschke, S. U. (2022). Limb prostheses: Industry 1.0 to 4.0: Perspectives on technological advances in prosthetic care. Frontiers in Rehabilitation Sciences, 3, 854404. https://doi.org/10.3389/fresc.2022.854404.
Rejeb, A., Keogh, J. G., & Rejeb, K. (2022). Big data in the food supply chain: a literature review. Journal of Data, Information and Management, 4(1), 33-47. https://doi.org/10.1007/s42488-021-00064-0.
Sadeghi, K., Kim, J., & Seo, J. (2022). Packaging 4.0: The threshold of an intelligent approach. Comprehensive Reviews in Food Science and Food Safety, 21(3), 2615-2638. https://doi.org/10.1111/1541-4337.12932.
Sapkal, A., & Kusi, S. S. (2024). Evolution of Cloud Computing: Milestones, Innovations, and Adoption Trends. https://www.researchgate.net/profile/Leoson-Heisnam-2/publication/379052734_Evolution_of_Cloud_Computing_Milestones_Innovations_and_Adoption_Trends/links/6674e532d21e220d89c509cf/Evolution-of-Cloud-Computing-Milestones-Innovations-and-Adoption-Trends.pdf
Scholten, H., Verdouw, C. N., Beulens, A., & Van der Vorst, J. G. A. J. (2016). Defining and analyzing traceability systems in food supply chains. In Advances in food traceability techniques and technologies (pp. 9-33). Woodhead Publishing. https://doi.org/10.1016/B978-0-08-100310-7.00002-8.
Senturk, S., Senturk, F., & Karaca, H. (2023). Industry 4.0 technologies in agri-food sector and their integration in the global value chain: A review. Journal of Cleaner Production, 408, 137096. https://doi.org/10.1016/j.jclepro.2023.137096.
Soori, M., Arezoo, B., & Dastres, R. (2024). Virtual manufacturing in industry 4.0: A review. Data Science and Management, 7(1), 47-63. https://doi.org/10.1016/j.dsm.2023.10.006
Sri Vigna Hema, V., & Manickavasagan, A. (2024). Blockchain implementation for food safety in supply chain: A review. Comprehensive Reviews in Food Science and Food Safety, 23(5), e70002. https://doi.org/10.1111/1541-4337.70002
Tao, Q., Ding, H., Wang, H., & Cui, X. (2021). Application research: Big data in food industry. Foods, 10(9), 2203. https://doi.org/10.3390/foods10092203.
Tao, Z., & Chao, J. (2024). The impact of a blockchain-based food traceability system on the online purchase intention of organic agricultural products. Innovative Food Science & Emerging Technologies, 92, 103598. https://doi.org/10.1016/j.ifset.2024.103598.
Tripoli, M., & Schmidhuber, J. (2020). Optimising traceability in trade for live animals and animal products with digital technologies. Rev. Sci. Tech, 39(1), 235-244. https://doi.org/10.20506/rst.39.1.3076.
Van der Vorst, J., Beulens, A., & van Beek, P. (2005). Innovations in logistics and ICT in food supply chain networks. In Innovation in agri-food systems (pp. 245-292). Wageningen Academic. https://doi.org/10.3920/9789086866663_011.
Wardhiani, W. F., Karyani, T., Setiawan, I., & Rustidja, E. S. (2023). The effect of performance on the sustainability of coffee farmers’ cooperatives in the industrial revolution 4.0 in West Java Indonesia. Sustainability, 15(6), 4901. https://doi.org/10.3390/su15064901
Wei, Z., Alam, T., Al Sulaie, S., Bouye, M., Deebani, W., & Song, M. (2023). An efficient IoT-based perspective view of food traceability supply chain using optimized classifier algorithm. Information Processing & Management, 60(3), 103275. https://doi.org/10.1016/j.ipm.2023.103275.
Xu, J., Guo, S., Xie, D., & Yan, Y. (2020). Blockchain: A new safeguard for agri-foods. Artificial Intelligence in Agriculture, 4, 153-161. https://doi.org/10.1016/j.aiia.2020.08.002.
Yakubu, B. M., Latif, R., Yakubu, A., Khan, M. I., & Magashi, A. I. (2022). RiceChain: Secure and traceable rice supply chain framework using blockchain technology. PeerJ Computer Science, 8, e801. https://doi.org/10.7717/peerj-cs.801.
Yang, F., Zhang, M., & Bhandari, B. (2017). Recent development in 3D food printing. Critical reviews in food science and nutrition, 57(14), 3145-3153. https://doi.org/10.1080/10408398.2015.1094732
Yaralı, E. (2019). Gıda zincirinde izlenebilirlik. Harran Tarım ve Gıda Bilimleri Dergisi, 23(1), 108-119. https://doi.org/10.29050/harranziraat.394856.
Yıldızbası, A., & Üstünyer, P. (2019). Tarımsal gıda tedarik zincirinde blokzincir tasarımı: Türkiye’de hal yasası örneği. Bartın Orman Fakültesi Dergisi, 21(2), 458-465. https://doi.org/10.24011/barofd.584025.
Yu, J., Wu, X. I., Liu, C., Newmaster, S., Ragupathy, S., & Kress, W. J. (2021). Progress in the use of DNA barcodes in the identification and classification of medicinal plants. Ecotoxicology and Environmental Safety, 208, 111691. https://doi.org/10.1016/j.ecoenv.2020.111691 .
Yu, Q., Zhang, M., & Mujumdar, A. S. (2024). Blockchain-based fresh food quality traceability and dynamic monitoring: Research progress and application perspectives. Computers and Electronics in Agriculture, 224, 109191. https://doi.org/10.1016/j.compag.2024.109191
Downloads
Published
How to Cite
Issue
Section
License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.