人工智能在食品工业中的应用指南

IF 5.3 2区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Food Engineering Reviews Pub Date : 2021-08-09 DOI:10.1007/s12393-021-09290-z
Nidhi Rajesh Mavani, Jarinah Mohd Ali, Suhaili Othman, M. A. Hussain, Haslaniza Hashim, Norliza Abd Rahman
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引用次数: 51

摘要

在过去的几十年里,随着世界人口的增长,对食品的需求不断增加,人工智能(AI)在食品工业中体现了最新的技术。上述智能系统在各种任务中的能力,如食品质量测定、控制工具、食品分类和预测目的,加强了它们在食品工业中的需求。因此,本文回顾了这些不同的应用,比较了它们的优势、局限性和配方,作为选择最合适的方法来促进未来人工智能和食品工业相关发展的指南。此外,还强调了该系统与电子鼻、电子舌、计算机视觉系统和近红外光谱(NIR)等其他设备的集成,所有这些都将使行业参与者和消费者受益。
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Application of Artificial Intelligence in Food Industry—a Guideline

Artificial intelligence (AI) has embodied the recent technology in the food industry over the past few decades due to the rising of food demands in line with the increasing of the world population. The capability of the said intelligent systems in various tasks such as food quality determination, control tools, classification of food, and prediction purposes has intensified their demand in the food industry. Therefore, this paper reviews those diverse applications in comparing their advantages, limitations, and formulations as a guideline for selecting the most appropriate methods in enhancing future AI- and food industry–related developments. Furthermore, the integration of this system with other devices such as electronic nose, electronic tongue, computer vision system, and near infrared spectroscopy (NIR) is also emphasized, all of which will benefit both the industry players and consumers.

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来源期刊
Food Engineering Reviews
Food Engineering Reviews FOOD SCIENCE & TECHNOLOGY-
CiteScore
14.20
自引率
1.50%
发文量
27
审稿时长
>12 weeks
期刊介绍: Food Engineering Reviews publishes articles encompassing all engineering aspects of today’s scientific food research. The journal focuses on both classic and modern food engineering topics, exploring essential factors such as the health, nutritional, and environmental aspects of food processing. Trends that will drive the discipline over time, from the lab to industrial implementation, are identified and discussed. The scope of topics addressed is broad, including transport phenomena in food processing; food process engineering; physical properties of foods; food nano-science and nano-engineering; food equipment design; food plant design; modeling food processes; microbial inactivation kinetics; preservation technologies; engineering aspects of food packaging; shelf-life, storage and distribution of foods; instrumentation, control and automation in food processing; food engineering, health and nutrition; energy and economic considerations in food engineering; sustainability; and food engineering education.
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