数字孪生和食品干燥技术的融合:如何让下一代烘干机成为现实!?

IF 5.8 2区 农林科学 Q1 ENGINEERING, CHEMICAL
Arman Arefi , Carlos Vilas , Mulugeta Admasu Delele , Petra Foerst , Sebastian Gruber , Mohammad Kaveh , Farhad Khoshnam , Norhashila Hashim , Maimunah Mohd Ali , Saman Zohrabi , Muhammad Tayyab , Aditya Parmar , Pramod Aradwad , John Ndisya , Waseem Amjad , Majharulislam Babor , Annika Mahn , Barbara Sturm
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引用次数: 0

摘要

数字孪生技术正在迅速发展,并有可能彻底改变传统的食品加工方法。然而,它们在食品干燥过程中的应用仍处于起步阶段。本研究旨在探讨如何将数字孪生应用于食品干燥过程。传统上,食品干燥是在恒定条件下进行的,其中空气温度和速度保持恒定。然而,文献综述表明,可变干燥条件(轨迹)可以提高能源效率和产品质量。挑战在于,轨迹的计算是基于过程中发生的事情,而不是当前正在发生的事情。数字孪生通过实现基于实时数据的决策来解决这一缺点。在这篇概念综述论文中,物理化学参数作为基于Digital twins的智能食品烘干机的物理世界的一个元素首次提出。接下来,讨论了用于建立物理化学参数的数字对应物的潜在传感器。其次是数学模型、动态优化和高级控制,这是决策和控制单元的核心要素。最后,对未来的研究需求进行了展望。这篇概念性的综述论文将为学术研究人员、公司和其他潜在的利益相关者在合并数字孪生和食品干燥技术方面提供指导和坚实的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Convergence of Digital Twins and food drying technology: How to bring the next generation of dryers to life!?
Digital Twins technology is rapidly growing and has the potential to revolutionize traditional food-processing methods. However, their application in food-drying processes is still in its infancy. This study aimed to explore how Digital Twins can be applied to food drying process. Traditionally, food drying is performed under constant conditions, where air temperature and velocity remain constant. However, the literature review shows that variable drying conditions (trajectories) can improve both energy efficiency and product quality. The challenge is that the trajectories are calculated based on what happened in the process, not what is currently happening. Digital Twins address this shortcoming by enabling decision making based on real-time data. In this conceptual review paper, physiochemical parameters as an element of the physical world of a Digital Twins-based smart food dryer is first presented. Next, potential sensors for building a digital counterpart of the physiochemical parameters are discussed. This is followed by mathematical models, dynamic optimization, and advanced control, which are the core elements of a decision-making and control unit. Finally, future research needs are discussed. This conceptual review paper will guide and give a solid insight to academic researchers, companies, and other potential stakeholders on merging Digital Twins and food drying technologies.
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来源期刊
Journal of Food Engineering
Journal of Food Engineering 工程技术-工程:化工
CiteScore
11.80
自引率
5.50%
发文量
275
审稿时长
24 days
期刊介绍: The journal publishes original research and review papers on any subject at the interface between food and engineering, particularly those of relevance to industry, including: Engineering properties of foods, food physics and physical chemistry; processing, measurement, control, packaging, storage and distribution; engineering aspects of the design and production of novel foods and of food service and catering; design and operation of food processes, plant and equipment; economics of food engineering, including the economics of alternative processes. Accounts of food engineering achievements are of particular value.
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