人工智能和食品风味:人工智能模型如何塑造未来和革命性技术,以开发风味食品
Zhiyong Cui1, Chengliang Qi1, Tianxing Zhou1,2
1Department of Food Science & Technology, School of Agriculture & Biology, Shanghai Jiao Tong University, Shanghai, China.
Comprehensive reviews in food science and food safety
|January 9, 2025
概括
人工智能 (AI) 正在通过使新的风味化合物的数字探索来彻底改变食品风味科学. 这种方法提高了产品质量,满足了消费者的需求,并促进了可持续的食品工业.
科学领域:
- 食品科学 食品科学 食品科学
- 计算化学计算化学
- 感官科学 感官科学
背景情况:
- 传统的食品风味科学严重依赖于实验方法.
- 人工智能和大数据的进步为风味研究和开发提供了新的机会.
- 越来越多的食品成分和风味分子数据库提供了广泛的数据支持.
研究的目的:
- 审查风味识别机制和人工智能在食品风味分析中的作用.
- 探索AI如何增强产品配方和定制.
- 讨论将人工智能整合到食品口味行业中的安全考虑.
主要方法:
- 利用高吞吐量omics数据进行风味分析.
- 利用人工智能算法科学改进产品配方.
- 分析大规模的食品风味和成分数据库.
主要成果:
- 人工智能可以实现数字探索和开发新型风味物质,节省时间和资源.
- 人工智能有助于在产品配方中进行科学驱动的改进,以提高产品的风味.
- 人工智能有助于满足消费者的各种需求,并促进行业的可持续性.
结论:
- 人工智能集成标志着食品风味科学的重大进步,朝着更智能,更可持续的未来迈进.
- 通过人工智能对omics数据和数据库的分析,可以增强风味评估和选.
- 解决安全挑战对于人工智能在食品风味行业的成功整合至关重要.
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