改变食品行业:人工智能的变革力量 - - 综述
Vilhouphrenuo Zatsu1, Angel Elizabeth Shine1, Joel M Tharakan1
1Division of Food Processing Technology, Karunya Institute of Technology and Sciences, Karunya Nagar, Coimbatore 641114, Tamil Nadu, India.
Food chemistry: X
|October 21, 2024
概括
人工智能 (AI) 正在改变食品行业,提高整个供应链的质量,安全和创新. 虽然存在挑战,但人工智能为可持续性和个性化的营养提供了巨大的潜力.
科学领域:
- 食品科学 食品科学 食品科学
- 人工智能的人工智能
- 农业技术 农业技术
背景情况:
- 食品行业面临着对效率,安全和可持续性的日益增长的需求.
- 人工智能 (AI) 是一种具有变革性的技术,在食品系统中具有广泛的应用.
研究的目的:
- 审查人工智能在食品科学和工业中的各种应用.
- 探索人工智能技术及其对食品质量,安全和供应链管理的影响.
- 确定人工智能在食品行业的挑战和未来潜力.
主要方法:
- 对食品科学中人工智能应用现有文献的审查.
- 分析人工智能技术,包括专家系统,模糊逻辑,神经网络和机器学习.
- 检查人工智能与传感器技术的整合,以实时监控.
主要成果:
- 人工智能优化了食品供应链管理,生产流程和质量控制.
- 人工智能与传感器的整合改善了食品安全监测和包装解决方案.
- 人工智能技术应用于预测性维护,产品开发和废物减少.
结论:
- 人工智能具有显著的潜力,可以提高粮食可持续性,安全性和个性化的营养.
- 克服成本,数据安全和透明度等挑战对于广泛采用人工智能至关重要.
- 人工智能是自动化供应链和定制食品创新的关键驱动力.
相关概念视频
Plant Breeding and Biotechnology
18.8K
Crop cultivation has a long history in human civilization, with records showing the cultivation of cereal plants beginning at around 8000 BC. This early plant breeding was developed primarily to provide a steady supply of food.
18.8K
The Central Dogma
20.7K
The central dogma explains the flow of genetic information from DNA nucleotides to the amino acid sequence of proteins.
RNA is the Missing Link Between DNA and Proteins
In the early 1900s, scientists discovered that DNA stores all the information needed for cellular functions and that proteins perform most of these functions. However, the mechanisms of converting genetic information into functional proteins remained unknown for many years. Initially, it was believed that a single gene is...
RNA is the Missing Link Between DNA and Proteins
In the early 1900s, scientists discovered that DNA stores all the information needed for cellular functions and that proteins perform most of these functions. However, the mechanisms of converting genetic information into functional proteins remained unknown for many years. Initially, it was believed that a single gene is...
20.7K
Non-equilibrium in the Cell
4.2K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
4.2K
Transgenic Plants
7.2K
Recombinant DNA technology called transgenesis is often used to add a foreign gene or remove a detrimental gene from an organism. Such genetically modified organisms are called transgenic organisms.
The first-ever transgenic plant was a tobacco plant developed in 1983 that showed resistance against the tobacco mosaic virus. Since then, many transgenic plants have been developed and commercialized for improving the agricultural, ornamental, and horticultural value of a crop plant. Transgenic...
The first-ever transgenic plant was a tobacco plant developed in 1983 that showed resistance against the tobacco mosaic virus. Since then, many transgenic plants have been developed and commercialized for improving the agricultural, ornamental, and horticultural value of a crop plant. Transgenic...
7.2K
Recombinant DNA
93.3K
Overview
93.3K
Microorganisms in Agriculture and Food industry
2
Microorganisms play a crucial role in agriculture and the food industry, contributing to soil fertility, crop protection, and food production. Their functions range from nitrogen fixation and biopesticide production to fermentation and food preservation, making them indispensable to sustainable farming and food safety.Role in AgricultureNitrogen-fixing bacteria, such as Rhizobium (symbiotic) and Azotobacter (free-living), convert atmospheric nitrogen into ammonia through biological nitrogen...
2


