Department of International Business Management, Didyasarin International College, Hatyai University, Songkhla, Thailand.
Joint School of Nanoscience and Nanoengineering, Department of Nanoscience, University of North Carolina at Greensboro, Greensboro, North Carolina, USA.
Crit Rev Food Sci Nutr. 2024;64(6):1715-1735. doi: 10.1080/10408398.2022.2118660. Epub 2022 Sep 6.
Ensuring the safety of food products is critical to food production and processing. In food processing and production, several standard guidelines are implemented to achieve acceptable food quality and safety. This notwithstanding, due to human limitations, processed foods are often contaminated either with microorganisms, microbial byproducts, or chemical agents, resulting in the compromise of product quality with far-reaching consequences including foodborne diseases, food intoxication, and food recall. Transitioning from manual food processing to automation-aided food processing (smart food processing) which is guided by artificial intelligence will guarantee the safety and quality of food. However, this will require huge investments in terms of resources, technologies, and expertise. This study reviews the potential of artificial intelligence in food processing. In addition, it presents the technologies and methods with potential applications in implementing automated technology-aided processing. A conceptual design for an automated food processing line comprised of various operational layers and processes targeted at enhancing the microbial safety and quality assurance of liquid foods such as milk and beverages is elaborated.
确保食品产品的安全对于食品生产和加工至关重要。在食品加工和生产中,实施了几项标准指南,以实现可接受的食品质量和安全。尽管如此,由于人类的局限性,加工食品经常受到微生物、微生物副产品或化学剂的污染,导致产品质量受到影响,其后果包括食源性疾病、食物中毒和食品召回。从手动食品加工过渡到人工智能指导的自动化食品加工(智能食品加工)将保证食品的安全和质量。然而,这将需要在资源、技术和专业知识方面进行大量投资。本研究综述了人工智能在食品加工中的应用潜力。此外,还介绍了在实施自动化技术辅助加工方面具有潜在应用的技术和方法。详细阐述了一个自动化食品加工线的概念设计,该加工线由多个操作层和过程组成,旨在提高牛奶和饮料等液体食品的微生物安全性和质量保证。