Agri-food 4.0: A survey of the supply chains and technologies for the future agriculture

被引:375
|
作者
Lezoche, Mario [1 ]
Hernandez, Jorge E. [2 ]
Alemany Diaz, Maria del Mar Eva [3 ]
Panetto, Herve [1 ]
Kacprzyk, Janusz [4 ]
机构
[1] Univ Lorraine, CRAN, CNRS, Vandoeuvre Les Nancy, France
[2] Univ Liverpool, Liverpool, Merseyside, England
[3] Univ Politecn Valencia, Operat Management & Operat Res, Valencia, Spain
[4] Syst Res Inst, Intelligent Syst Lab, Warsaw, Poland
关键词
Agri-Food; 4.0; Agriculture; Supply chains; Internet of things; Big data; Blockchain; Artificial intelligence; BIG DATA; CONCEPTUAL-FRAMEWORK; HARVESTING ROBOT; WINTER-WHEAT; WIND-SPEED; SYSTEMS; MANAGEMENT; IOT; SUSTAINABILITY; TRACEABILITY;
D O I
10.1016/j.compind.2020.103187
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The term "Agri-Food 4.0" is an analogy to the term Industry 4.0; coming from the concept "agriculture 4.0". Since the origins of the industrial revolution, where the steam engines started the concept of Industry 1.0 and later the use of electricity upgraded the concept to Industry 2.0, the use of technologies generated a milestone in the industry revolution by addressing the Industry 3.0 concept. Hence, Industry 4.0, it is about including and integrating the latest developments based on digital technologies as well as the interoperability process across them. This allows enterprises to transmit real-time information in terms behaviour and performance. Therefore, the challenge is to maintain these complex networked structures efficiently linked and organised within the use of such technologies, especially to identify and satisfy supply chain stakeholders dynamic requirements. In this context, the agriculture domain is not an exception although it possesses some specialities depending from the domain. In fact, all agricultural machinery incorporates electronic controls and has entered to the digital age, enhancing their current performance. In addition, electronics, using sensors and drones, support the data collection of several agriculture key aspects, such as weather, geographical spatialization, animals and crops behaviours, as well as the entire farm life cycle. However, the use of the right methods and methodologies for enhancing agriculture supply chains performance is still a challenge, thus the concept of Industry 4.0 has evolved and adapted to agriculture 4.0 in order analyse the behaviours and performance in this specific domain. Thus, the question mark on how agriculture 4.0 support a better supply chain decision-making process, or how can help to save time to farmer to make effective decision based on objective data, remains open. Therefore, in this survey, a review of more than hundred papers on new technologies and the new available supply chains methods are analysed and contrasted to understand the future paths of the Agri-Food domain. (C) 2020 Published by Elsevier B.V.
引用
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页数:15
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