AI Applications in Food Processing and PackagingCheck Access
About this book
Artificial intelligence (AI) is a branch of computer science which uses data to create models. These models learn from data and are used to make predictions. AI tools are being developed to deal with the complexity and variety of data in the food industry. This edited volume highlights the ways in which AI can be applied to optimization and automation in quality control, processing and packaging of food products. It covers a wide range of food products including oils and fats, milk, fish and fishery products.
Filling the gap between literature covering conventional food processing and packaging and current research on AI linked to these areas, initial chapters highlight AI applications including the internet of things (IoT) and big data applications in the food industry. Then coverage details the intelligent integration of many technologies for different applications in the food industry for example non-destructive food quality assessment using digital images assisted by chemometrics, simulations to detect the existence of foreign objects in milk packaging using ultrasonic tomography and AI assisted 3D food printing. New advanced sensing technologies, including electronic noses and tongues, are discussed in detail emphasizing their role in ensuring food product quality and safety.
AI Applications in Food Processing and Packaging, Royal Society of Chemistry, 2025.
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Chapter 1: Innovations in Food Technology: Intelligent Packaging and Advanced Traceability Solutionsp1-22BySamuel Adeniyi Oyegbade;Samuel Adeniyi OyegbadeaDepartment of Biological Sciences, College of Science and Technology, Covenant University, Ota, NigeriaSearch for other works by this author on:Emmanuel Ojochegbe Mameh;Emmanuel Ojochegbe MamehaDepartment of Biological Sciences, College of Science and Technology, Covenant University, Ota, NigeriaSearch for other works by this author on:Jerry Gbotemi Oni;Jerry Gbotemi OnibDepartment of Biochemistry, Federal University of Technology, Minna, NigeriaSearch for other works by this author on:Mahmud Abdullahi Gbate;Mahmud Abdullahi GbatecDepartment of Food Safety, African Center of Excellence for Mycotoxins and Food Safety, FUT, Minna, Niger State, NigeriaSearch for other works by this author on:Temitope Ayinde Oluwaseyi;Temitope Ayinde OluwaseyiaDepartment of Biological Sciences, College of Science and Technology, Covenant University, Ota, NigeriaSearch for other works by this author on:Ahmed Wopa Wurie;Ahmed Wopa WuriebDepartment of Biochemistry, Federal University of Technology, Minna, NigeriaSearch for other works by this author on:Joy Iziegbe Azeta;Joy Iziegbe AzetaaDepartment of Biological Sciences, College of Science and Technology, Covenant University, Ota, NigeriaSearch for other works by this author on:Jumoke Florence Joda;Jumoke Florence JodadDepartment of Genomic, Genetics and Bioinformatics, National Biotechnology Research and Development Agency, Abuja, NigeriaSearch for other works by this author on:Oluwafemi Adebayo Oyewole;Oluwafemi Adebayo OyewoleeDepartment of Microbiology, Federal University of Technology, Minna, NigeriaSearch for other works by this author on:Charles Oluwaseun AdetunjiCharles Oluwaseun AdetunjifLaboratory of Applied Microbiology, Biotechnology and Nanotechnology, Department of Microbiology, Edo State University, Uzairue, Edo State, Nigeria[email protected]Search for other works by this author on:
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Chapter 2: Artificial Intelligence in Fat and Oil Products: Quality Control and Authenticationp23-35ByFajar Aji Lumakso;Fajar Aji LumaksoaDepartment of Pharmacy, Faculty of Mathematics and Natural Sciences, Universitas Islam Indonesia, Yogyakarta, IndonesiabHalal Product Process Companion at The Halal Product Assurance Organizing Body, Ministry of Religion of Republic of Indonesia, Sleman, IndonesiaSearch for other works by this author on:Ghiffari Ahnaf Danarwindu;Ghiffari Ahnaf DanarwinducDepartment of Statistics, Faculty of Mathematics and Natural Sciences, Universitas Islam Indonesia, Yogyakarta, IndonesiaSearch for other works by this author on:Abdul RohmanAbdul RohmandDepartment of Pharmaceutical Chemistry, Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta, IndonesiaeUniversity of Malaya Halal Research Centre (UMHRC), Kuala Lumpur, Malaysia[email protected]Search for other works by this author on:
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Chapter 3: Artificial Intelligence Tools for Processing and Quality Detection of Fish and Fisheries Productsp36-69ByC. Sagar Naik;C. Sagar NaikICAR-Central Institute of Fisheries Technology, CIFT Junction, Matsyapuri P. O., Kochi, Kerala, 682029, IndiaSearch for other works by this author on:C. O. Mohan;C. O. MohanICAR-Central Institute of Fisheries Technology, CIFT Junction, Matsyapuri P. O., Kochi, Kerala, 682029, India[email protected]Search for other works by this author on:S. Remya;S. RemyaICAR-Central Institute of Fisheries Technology, CIFT Junction, Matsyapuri P. O., Kochi, Kerala, 682029, IndiaSearch for other works by this author on:Pankaj Kishore;Pankaj KishoreICAR-Central Institute of Fisheries Technology, CIFT Junction, Matsyapuri P. O., Kochi, Kerala, 682029, IndiaSearch for other works by this author on:J. BinduJ. BinduICAR-Central Institute of Fisheries Technology, CIFT Junction, Matsyapuri P. O., Kochi, Kerala, 682029, IndiaSearch for other works by this author on:
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Chapter 4: Big Data in Food Safety and Security Applications and Examples in Food Authenticity, Adulteration, and Fraudp70-87ByJ. Chapman;J. ChapmanaGriffith University, 170 Kessels Road, Brisbane, Queensland, AustraliaSearch for other works by this author on:L. C. Hoffman;L. C. HoffmanbCentre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation (QAAFI), The University of Queensland, St. Lucia, Brisbane, Queensland 4072, AustraliaSearch for other works by this author on:D. CozzolinoD. CozzolinobCentre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation (QAAFI), The University of Queensland, St. Lucia, Brisbane, Queensland 4072, Australia[email protected]Search for other works by this author on:
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Chapter 5: IoT and Big Data in the Food Industry: Future Trendsp88-100ByM. BiegańskaM. BiegańskaPoznań University of Economics and Business, Department of Industrial Products and Packaging Quality, al. Niepodległości 10, 61-875 Poznań, Poland[email protected]Search for other works by this author on:
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Chapter 6: Applications of Fuzzy Logic as a Smart Tool for Food Quality Managementp101-132BySaachi Chaurasia;Saachi ChaurasiaHarcourt Butler Technical University, Kanpur-208002, IndiaSearch for other works by this author on:Vivek Kumar;Vivek KumarHarcourt Butler Technical University, Kanpur-208002, India[email protected]Search for other works by this author on:Sumaiya Fatima;Sumaiya FatimaHarcourt Butler Technical University, Kanpur-208002, IndiaSearch for other works by this author on:Anushka GuptaAnushka GuptaHarcourt Butler Technical University, Kanpur-208002, IndiaSearch for other works by this author on:
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Chapter 7: Applications of Artificial Neural Networks (ANNs) in the Food Processing Industryp133-182BySumaiya Fatima;Sumaiya FatimaHarcourt Butler Technical University, Kanpur-208002, IndiaSearch for other works by this author on:Vivek Kumar;Vivek KumarHarcourt Butler Technical University, Kanpur-208002, India[email protected]Search for other works by this author on:Saachi Chaurasia;Saachi ChaurasiaHarcourt Butler Technical University, Kanpur-208002, IndiaSearch for other works by this author on:Anushka GuptaAnushka GuptaHarcourt Butler Technical University, Kanpur-208002, IndiaSearch for other works by this author on:
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Chapter 8: Digital Images Assisted by Chemometrics to Verify Shelf-life of PANC Leavesp183-191ByFernanda L. Furlan;Fernanda L. FurlanaUniversidade Estadual de Maringá (UEM), Programa de Pós-Graduação em Ciência de Alimentos (PPC), CEP 87020-900, Maringá-PR, BrazilSearch for other works by this author on:Makoto Matsushita;Makoto MatsushitaaUniversidade Estadual de Maringá (UEM), Programa de Pós-Graduação em Ciência de Alimentos (PPC), CEP 87020-900, Maringá-PR, Brazil†Search for other works by this author on:Aline Coqueiro;Aline CoqueirobUniversidade Tecnológica Federal do Paraná (UTFPR), Câmpus Ponta Grossa, Programa de Pós-Graduação em Biotecnologia (PPGBIOTEC), CEP 84017-220, Ponta Grossa-PR, BrazilSearch for other works by this author on:Patrícia ValderramaPatrícia ValderramacUniversidade Tecnológica Federal do Paraná (UTFPR), Câmpus Campo Mourão, Programa de Pós-Graduação em Tecnologia de Alimentos (PPGTA), Programa de Pós-Graduação em Inovações Tecnológicas (PPGIT), CEP 87301-899, Campo Mourão-PR, Brazil[email protected]; [email protected]Search for other works by this author on:
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Chapter 9: Ultrasonic Tomography Approach for Detecting Foreign Objects in Milk Packaging: A Simulation Studyp192-213ByA. Siti Aisyah Zul Alam;A. Siti Aisyah Zul AlamaFaculty of Engineering and Built Environment, Universiti Sains Islam Malaysia, Bandar Baru Nilai, 71800, Nilai, Negeri Sembilan, MalaysiaSearch for other works by this author on:B. Fatinah Mohd Rahalim;B. Fatinah Mohd RahalimaFaculty of Engineering and Built Environment, Universiti Sains Islam Malaysia, Bandar Baru Nilai, 71800, Nilai, Negeri Sembilan, MalaysiaSearch for other works by this author on:C. Juliza Jamaludin;C. Juliza JamaludinaFaculty of Engineering and Built Environment, Universiti Sains Islam Malaysia, Bandar Baru Nilai, 71800, Nilai, Negeri Sembilan, Malaysia[email protected]Search for other works by this author on:D. Ruzairi Abdul Rahim;D. Ruzairi Abdul RahimbFaculty of Electrical and Electronic Engineering, Universiti Tun Hussien Onn Malaysia, 86400 Parit Raja, Batu Pahat, Johor, MalaysiaSearch for other works by this author on:E. Yasmin Abdul Wahab;E. Yasmin Abdul WahabcFaculty of Electrical and Electronics Engineering Technology, Universiti Malaysia Pahang, Pekan Campus, 26600 Pekan, Pahang, MalaysiaSearch for other works by this author on:C. Farah Aina Jamal MohamadC. Farah Aina Jamal MohamaddFaculty of Electrical Engineering, Universiti Teknologi Malaysia, 81310 UTM Skudai, Johor, MalaysiaSearch for other works by this author on:
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Chapter 10: Amalgamation of Nanosensors and AI Technology for Food Safetyp214-250ByVivek Kumar;Vivek KumarHarcourt Butler Technical University, Kanpur-208002, India[email protected]Search for other works by this author on:Deepika Umrao;Deepika UmraoHarcourt Butler Technical University, Kanpur-208002, IndiaSearch for other works by this author on:Priya Bisht;Priya BishtHarcourt Butler Technical University, Kanpur-208002, IndiaSearch for other works by this author on:Sumaiya FatimaSumaiya FatimaHarcourt Butler Technical University, Kanpur-208002, IndiaSearch for other works by this author on:
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Chapter 11: Artificial Intelligence Applications and the Rise of 3D Printers in the Food Industry in the Digitalizing Worldp251-267ByF. C. TopuzF. C. TopuzHakkari University, Department of Nutrition and Dietetics, Hakkari 30000, Turkey[email protected]Search for other works by this author on:
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Chapter 12: AI Assisted 3D Food Printing Technology: An Overviewp268-281ByM. Rasheeda;M. RasheedaICAR-Central Institute of Fisheries Technology, Matsyapuri P. O., Cochin 682029 Kerala, IndiaSearch for other works by this author on:S. Remya;S. RemyaICAR-Central Institute of Fisheries Technology, Matsyapuri P. O., Cochin 682029 Kerala, IndiaSearch for other works by this author on:C. O. Mohan;C. O. MohanICAR-Central Institute of Fisheries Technology, Matsyapuri P. O., Cochin 682029 Kerala, India[email protected]Search for other works by this author on:J. BinduJ. BinduICAR-Central Institute of Fisheries Technology, Matsyapuri P. O., Cochin 682029 Kerala, IndiaSearch for other works by this author on:
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Chapter 13: Electronic Nose and Electronic Tonguep282-308ByRasool KhodabakhshianRasool KhodabakhshianDepartment of Biosystems Engineering, Ferdowsi University of Mashhad, Mashhad, Iran[email protected]Search for other works by this author on:
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Chapter 14: Ionizing Radiation Increasing the Quality of Food Potentially Suitable for AI Perfectingp309-323ByGrzegorz Piotr Guzik;Grzegorz Piotr GuzikaInstitute of Agricultural and Food Biotechnology – State Research Institute, Sugar Department, 02-532 Warsaw, Rakowiecka 36, Poland[email protected]Search for other works by this author on:Wacław StachowiczWacław StachowiczbScientist emeritus INCT Warsaw, m.t., Poland. [email protected]Search for other works by this author on:
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