利用人工智能在米/小麦功能食品领域取得进展 研发
Fangye Zeng1, Min Zhang2, Chung Lim Law3
1State Key Laboratory of Food Science and Resources, School of Food Science and Technology,Jiangnan University, 214122 Wuxi, Jiangsu, China; Jiangsu Province International Joint Laboratory on Fresh Food Smart Processing and Quality Monitoring, Jiangnan University, 214122 Wuxi, Jiangsu, China.
人工智能 (AI) 正在通过改善作物种植,加工和安全来彻底改变大米和小麦的功能性食品研发. 尽管存在成本和数据限制等挑战,但人工智能为更健康的食品生产提供了变革性的潜力.
科学领域:
- 食品科学与技术 食品科学与技术
- 农业科学 农业科学
- 计算机科学 计算机科学
背景情况:
- 全球日益增长的食品需求和消费者对更健康,更安全的选择的兴趣推动了大米和小麦功能性食品的研发.
- 人工智能 (AI) 具有显著的潜力,可以提高食品行业的效率,质量和安全.
研究的目的:
- 为食品行业应用的人工智能技术提供全面的审查.
- 从2020-2024年开始,探索人工智能在米和小麦功能性食品研发中的应用.
- 确定人工智能在这个领域的挑战和未来前景.
主要方法:
- 审查人工智能技术,包括机器学习,大型语言模型,计算机视觉和智能传感器.
- 对人工智能在作物种植,选,食品加工,质量和安全方面的应用进行分析.
- 检查人工智能实施中的挑战和未来趋势.
主要成果:
- 人工智能集成提高了效率,实现了非破坏性分析,提高了食品研发的稳定性.
- 将人工智能与光谱和传感技术相结合,可以解决低作物产量和污染等问题.
- 关键的应用领域包括作物改进,加工优化和质量/安全保证.
结论:
- 人工智能是一种颠覆性的技术,即将从根本上改变大米和小麦的功能性食品研发.
- 克服诸如有限数据,高成本和信任问题等挑战对于更广泛的AI采用至关重要.
- 未来的AI进步可能会扩大应用场景和功能,从而带来重要的行业创新.
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