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在食品加工环境中利用区块链和人工智能进行生物膜控制
Chowdhury Sanat Anjum Reem1,2, Md Anamul Hasan Chowdhury1,2, Md Ashrafudoulla3
1Department of Food Safety and Regulatory Science, Chung-Ang University, Anseong-si, Gyeonggi-do, Republic of Korea.
Comprehensive reviews in food science and food safety
|August 22, 2025
概括
这篇评论探讨了区块链和人工智能如何改善食品加工中的生物膜控制. 这些数字工具提高了可追溯性和预测分析, 以获得更好的食品安全和卫生结果.
科学领域:
- 食品科学
- 微生物学
- 数字技术
背景情况:
- 食品加工环境中的生物膜形成对食品安全和质量构成重大风险.
- 生物膜中的耐药微生物群体会导致污染,腐烂和食物传播疾病.
- 传统的清洗方法往往不足以对抗弹性生物膜.
研究的目的:
- 审查区块链技术和人工智能 (AI) 在食品加工中的生物膜管理中的当前和潜在作用.
- 突出创新的,以技术为导向的生物膜控制策略.
- 确定未来的研究和工业应用方向.
主要方法:
- 审查新兴的数字工具,特别是区块链和人工智能,用于生物膜管理.
- 分析区块链在卫生记录和合规性方面的作用.
- 评估人工智能应用,包括机器学习和传感器分析,用于早期检测和风险评估.
主要成果:
- 区块链提供安全,实时可追溯的卫生和污染事件.
- 人工智能有助于早期发现微生物生长,识别异常和预测风险.
- 结合数字工具使得以数据为导向的决策能够积极预防污染.
结论:
- 试点应用有望提高食品加工的透明度和卫生状况.
- 需要解决数据整合,成本和监管障碍等挑战.
- 跨学科合作和支持性政策对于成功实施至关重要.
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