Industrial Enterprises Digital Transformation in the Context of “Industry 4.0” Growth: Integration Features of the Vision Systems for Diagnostics of the Food Packaging Sealing Under the Conditions of a Production Line

Polyakov, Ruslan; Gordeeva, E. A.

doi:10.1007/978-3-030-11367-4_58

Cited by 7 publications

(5 citation statements)

References 3 publications

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“…The studies and discussions on the use of I4 in the food sectors in particular have been reported in the literature [ 22 , 23 , 24 , 25 , 26 , 27 , 28 , 29 , 30 , 31 , 32 , 33 , 34 , 35 , 36 , 37 , 38 , 39 , 40 , 41 , 42 , 43 , 44 , 45 , 46 , 47 , 48 , 49 , 50 , 51 , 52 , 53 , 54 , 55 , 56 , 57 , 58 , 59 , 60 , 61 , 62 , 63 , 64 , 65 , 66 , 67 , 68 , 69 , 70 , 71 , 72 , 73 , 74 , 75 , 76 , 77 , 78 , 79 ,…”

Section: Resultsmentioning

confidence: 99%

“…There have been increasing numbers of countries employing I4 in their food agricultural activities to cost-effectively supply the increasing demand for food among their increasing population sizes ( Figure 8 a). The following papers [ 22 , 23 , 24 , 25 , 26 , 27 , 28 , 29 , 30 , 31 , 32 , 33 , 34 , 35 , 36 , 37 , 38 , 39 , 40 , 41 , 42 , 43 , 44 , 45 , 46 , 47 , 48 , 49 , 50 , 51 , 52 , 53 , 54 , 55 , 56 , 57 , 58 , 59 , 60 , 61 , 62 , 63 , 64 , 65 , 66 , 67 , 68 , 69 , 70 , 71 , 72 , 73 , …”

Section: Discussionmentioning

confidence: 99%

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A Conceptual Model Relationship between Industry 4.0—Food-Agriculture Nexus and Agroecosystem: A Literature Review and Knowledge Gaps

Yap,

Al-Mutairi

2024

Foods

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With the expected colonization of human daily life by artificial intelligence, including in industry productivity, the deployment of Industry 4.0 (I4) in the food agriculture industry (FAI) is expected to revolutionize and galvanize food production to increase the efficiency of the industry’s production and to match, in tandem, a country’s gross domestic productivity. Based on a literature review, there have been almost no direct relationships between the I4—Food-Agriculture (I4FA) Nexus and the agroecosystem. This study aimed to evaluate the state-of-the-art relationships between the I4FA Nexus and the agroecosystem and to discuss the challenges in the sustainable FAI that can be assisted by the I4 technologies. This objective was fulfilled by (a) reviewing all the relevant publications and (b) drawing a conceptual relationship between the I4FA Nexus and the agroecosystem, in which the I4FA Nexus is categorized into socio-economic and environmental (SEE) perspectives. Four points are highlighted in the present review. First, I4 technology is projected to grow in the agricultural and food sectors today and in the future. Second, food agriculture output may benefit from I4 by considering the SEE benefits. Third, implementing I4 is a challenging journey for the sustainable FAI, especially for the small to medium enterprises (SMEs). Fourth, environmental, social, and governance (ESG) principles can help to manage I4’s implementation in agriculture and food. The advantages of I4 deployment include (a) social benefits like increased occupational safety, workers’ health, and food quality, security, and safety; (b) economic benefits, like using sensors to reduce agricultural food production costs, and the food supply chain; and (c) environmental benefits like reducing chemical leaching and fertilizer use. However, more studies are needed to address social adaptability, trust, privacy, and economic income uncertainty, especially in SMEs or in businesses or nations with lower resources; this will require time for adaptation to make the transition away from human ecology. For agriculture to be ESG-sustainable, the deployment of I4FA could be an answer with the support of an open-minded dialogue platform with ESG-minded leaders to complement sustainable agroecosystems on a global scale.

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Section: Resultsmentioning

confidence: 99%

Section: Discussionmentioning

confidence: 99%

A Conceptual Model Relationship between Industry 4.0—Food-Agriculture Nexus and Agroecosystem: A Literature Review and Knowledge Gaps

Yap,

Al-Mutairi

2024

Foods

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“…So, R.K. Polyakov and E.A. In the process of the practical implementation of digital transformations, Gordeeva considers it necessary to develop artificial neural networks in industrial practice, capable of self-learning and have "technical vision", capable of conducting systemic diagnostics of the production line (Polyakov & Gordeeva, 2018). https://doi.org/10.15405/epsbs.2020.12.73 Corresponding Author: Nataliia A. Simchenko Selection and peer-review under responsibility of the Organizing Committee of the conference eISSN: In turn, on the basis of research in the field of digitalization, innovation, business models and sustainable industry, Parida, Sjödin and Reim (2019) conclude that "most of the current research is fragmented by discipline, and is largely due to phenomena and lacking conceptual clarity " (p. 391) and consider it necessary to conduct more research in the field of digitalization processes (Parida, Sjödin, & Reim, 2019).…”

Section: Resultsmentioning

confidence: 99%

Institutions Of Networking In The Cross-Industry Digital Projects

Simchenko¹

2020

European Proceedings of Social and Behavioural Sciences

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“…The digital transformation of conventional food packaging processes is permanently growing and a wide range of techniques is used to improve the safety, quality, availability and productivity of production lines. The diagnostics of the air-tightness of food packaging in a flow production environment can be supported with a prototype of a self-learning software and hardware vision system [3]. The use of RFID digital technologies can also improve the performance of production lines and the safety of related supply chain through increased traceability and visibility.…”

Section: Literature Reviewmentioning

confidence: 99%

Industry 4.0: challenges and opportunities in packaging logistics

Bányai

2022

IOP Conf. Ser.: Mater. Sci. Eng.

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The fourth industrial revolution opened new opportunities for the development of industrial processes, as it created the opportunity for companies to transform their conventional systems into cyber-physical systems to meet the increasingly dynamic and diversified customers’ demands. Although the primary goal of the development of these cyber-physical systems is to improve the efficiency of operations and increase the quality, but energy efficiency, environmental impact and sustainability also should be taken into consideration. Packaging is a special area of production and service, where due to the significant amount of logistics activity, the design and operation of sustainable processes with low environmental impact are emphasized. Within the frame of this article, the author provides an overview of the opportunities offered by Industry 4.0 technologies in the development of packaging processes of manufacturing and service companies and outlines the challenges to be faced in the implementation of these developments.

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Industrial Enterprises Digital Transformation in the Context of “Industry 4.0” Growth: Integration Features of the Vision Systems for Diagnostics of the Food Packaging Sealing Under the Conditions of a Production Line

Cited by 7 publications

References 3 publications

A Conceptual Model Relationship between Industry 4.0—Food-Agriculture Nexus and Agroecosystem: A Literature Review and Knowledge Gaps

A Conceptual Model Relationship between Industry 4.0—Food-Agriculture Nexus and Agroecosystem: A Literature Review and Knowledge Gaps

Institutions Of Networking In The Cross-Industry Digital Projects

Industry 4.0: challenges and opportunities in packaging logistics

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