Real-time Implementation of Digital Twin for Robot Based Production Line

Abbasi, Rabiya; Yanes, Abraham Reyes; Villanuera, Emanuel Martinez; Ahmad, Rafiq

doi:10.2139/ssrn.3860500

Cited by 18 publications

(7 citation statements)

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“…Similarly, to ensure enhanced connectivity and live streaming of crop data, 5G technology need to be extensively explored [6]. 5G technology will minimize internet costs and augment the overall user experience of farm management and food safety by performing accurate crop inspections remotely [226]. Furthermore, it will significantly bridge the gap between stakeholders by keeping them well informed on produce availability.…”

Section: Considerations and Future Prospectsmentioning

confidence: 99%

The digitization of agricultural industry – a systematic literature review on agriculture 4.0

Abbasi

Martı́nez

Ahmad

2022

Smart Agricultural Technology

227

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Section: Considerations and Future Prospectsmentioning

confidence: 99%

The digitization of agricultural industry – a systematic literature review on agriculture 4.0

Abbasi

Martı́nez

Ahmad

2022

Smart Agricultural Technology

227

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“…One of the main benefits of digital twins is its ability to close the gap between the user and the digital process [ 43 ]. This can be achieved by giving them a clear understanding about the state of the digital process and the internal activities performed.…”

Section: Hydroponic Grow Bed Digital Twinmentioning

confidence: 99%

Digital Twinning of Hydroponic Grow Beds in Intelligent Aquaponic Systems

Yanes

Abbasi

Martı́nez

2022

Sensors

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The use of automation, Internet-of-Things (IoT), and smart technologies is being rapidly introduced into the development of agriculture. Technologies such as sensing, remote monitoring, and predictive tools have been used with the purpose of enhancing agriculture processes, aquaponics among them, and improving the quality of the products. Digital twinning enables the testing and implementing of improvements in the physical component through the implementation of computational tools in a ‘twin’ virtual environment. This paper presents a framework for the development of a digital twin for an aquaponic system. This framework is validated by developing a digital twin for the grow beds of an aquaponics system for real-time monitoring parameters, namely pH, electroconductivity, water temperature, relative humidity, air temperature, and light intensity, and supports the use of artificial intelligent techniques to, for example, predict the growth rate and fresh weight of the growing crops. The digital twin presented is based on IoT technology, databases, a centralized control of the system, and a virtual interface that allows users to have feedback control of the system while visualizing the state of the aquaponic system in real time.

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“…Similarly, 5G technology must be thoroughly investigated in order to enable improved connectivity and live streaming of crop data [6]. By executing precise crop inspections remotely, 5G technology will reduce internet costs and enhance the entire user experience of farm management and food safety [77]. It would also help to close the gap between stakeholders by keeping them informed about crop availability.…”

Section: Considerations and Future Prospectsmentioning

confidence: 99%

Smart Agriculture: A Review

Singh¹,

Kalra²,

Yadav³

et al. 2022

SJLSA

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Agriculture is regarded as one of the most crucial sectors in guaranteeing food security. However, as the world’s population grows, so do agri-food demands, necessitating a shift from traditional agricultural practices to smart agriculture practices, often known as agriculture 4.0. It is critical to recognize and handle the problems and challenges related with agriculture 4.0 in order to fully profit from its promise. As a result, the goal of this research is to contribute to the development of agriculture 4.0 by looking into the growing trends of digital technologies in the field of agriculture. A literature review is done to examine the scientific literature pertaining to crop farming published in the previous decade for this goal. This thorough examination yielded significant information on the existing state of digital technology in agriculture, as well as potential future opportunities.

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Real-time Implementation of Digital Twin for Robot Based Production Line

Cited by 18 publications

References 0 publications

The digitization of agricultural industry – a systematic literature review on agriculture 4.0

The digitization of agricultural industry – a systematic literature review on agriculture 4.0

Digital Twinning of Hydroponic Grow Beds in Intelligent Aquaponic Systems

Smart Agriculture: A Review

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