Advances in smart food authentication for enhanced safety and quality

IF 15.1 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Trends in Food Science & Technology Pub Date : 2024-11-23 DOI:10.1016/j.tifs.2024.104800
Mansoor Ahmad Bhat , Mohd Yousuf Rather , Prabhakar Singh , Saqib Hassan , Naseer Hussain
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Abstract

Background

Food authentication is crucial for ensuring safety, quality, and traceability in the global food supply chain. With rising incidences of food fraud and adulteration, advanced methods are needed to verify product authenticity. Traditional methods often fall short, necessitating the integration of technologies such as Artificial Intelligence (AI), Machine Learning (ML), the Internet of Things (IoT), and blockchain.

Scope and approach

This review explores the application of AI, ML, IoT, and blockchain technologies in food authentication. It evaluates their effectiveness in enhancing the accuracy, efficiency, and transparency of authentication processes. The review analyzes recent advancements and applications, providing a comprehensive understanding of the current state and future prospects of smart food authentication.

Key findings and conclusions

AI and ML algorithms are used to analyze extensive datasets, identifying patterns indicative of food fraud. IoT devices enable real-time monitoring of the food supply chain, ensuring compliance with quality standards. Blockchain technology offers secure and transparent record-keeping, revolutionizing traceability from farm to table. These technologies provide unparalleled accuracy, efficiency, and traceability, ensuring the authenticity and safety of food products. The review underscores their potential to strengthen the global food supply system, addressing modern supply chain challenges and meeting regulatory standards and consumer demands.
This review highlights the transformative potential of integrating advanced technologies into food authentication processes, paving the way for a more secure and trustworthy food supply chain.
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提高食品安全和质量的智能认证技术进展
背景食品认证对于确保全球食品供应链的安全、质量和可追溯性至关重要。随着食品欺诈和掺假事件的增加,需要先进的方法来验证产品的真实性。传统方法往往达不到要求,因此需要人工智能(AI)、机器学习(ML)、物联网(IoT)和区块链等技术的整合。本文综述了人工智能、机器学习、物联网和区块链技术在食品认证中的应用。它评估了它们在提高认证过程的准确性、效率和透明度方面的有效性。本文分析了智能食品认证的最新进展和应用,全面了解了智能食品认证的现状和未来前景。ai和ML算法用于分析广泛的数据集,识别指示食品欺诈的模式。物联网设备可以实时监控食品供应链,确保符合质量标准。区块链技术提供安全透明的记录保存,彻底改变了从农场到餐桌的可追溯性。这些技术提供了无与伦比的准确性、效率和可追溯性,确保了食品的真实性和安全性。评估强调了它们在加强全球食品供应体系、应对现代供应链挑战、满足监管标准和消费者需求方面的潜力。这篇综述强调了将先进技术整合到食品认证过程中的变革潜力,为更安全、更可信的食品供应链铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Trends in Food Science & Technology
Trends in Food Science & Technology 工程技术-食品科技
CiteScore
32.50
自引率
2.60%
发文量
322
审稿时长
37 days
期刊介绍: Trends in Food Science & Technology is a prestigious international journal that specializes in peer-reviewed articles covering the latest advancements in technology, food science, and human nutrition. It serves as a bridge between specialized primary journals and general trade magazines, providing readable and scientifically rigorous reviews and commentaries on current research developments and their potential applications in the food industry. Unlike traditional journals, Trends in Food Science & Technology does not publish original research papers. Instead, it focuses on critical and comprehensive reviews to offer valuable insights for professionals in the field. By bringing together cutting-edge research and industry applications, this journal plays a vital role in disseminating knowledge and facilitating advancements in the food science and technology sector.
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