Designing a Digital Shadow for Pasture Management to Mitigate the Impact of Climate Change

Lemphane, Ntebaleng Junia; Kuriakose, R. B.; Kotze, Ben

doi:10.1007/978-981-19-0095-2_35

Cited by 2 publications

(2 citation statements)

References 21 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Additionally, fruit growers do not have Carrying out a repeated assessment of the situation from November 2022 to April 2023, the keywords "digital twin" AND "smart farming" provided three publications in 2023. Lemphane et al (2023) presented an article which discusses the smart farming digital twin concept for pasture management based on the artificial intelligence application. Thapa and Horanont (2023) propose the importance of the implementation of digital twin farming platforms to sustain food security based on the involvement of artificial intelligence, the Internet of Things, big data, Engineering Management in Production and Services and cloud services to excel in farming using simulation, analysis, and accurate planning for growth in agricultural sectors.…”

Section: Discussion Of the Resultsmentioning

confidence: 99%

Smart Fruit Growing Through Digital Twin Paradigm: Systematic Review and Technology Gap Analysis

Apeinans,

Litavniece,

Kodors

et al. 2023

Engineering Management in Production and Services

View full text Add to dashboard Cite

This article provides a systematic review of innovations in smart fruit-growing. The research aims to highlight the technological gap and define the optimal studies in the near future moving toward smart fruit-growing based on a systematic review of literature for the period 2021–2022. The research object is the technological gap until the smart fruit-growing. The research question of the systematic review was related to understanding the current application of vehicles, IoT, satellites, artificial intelligence, and digital twins, as well as active studies in these directions. The authors used the PRISMA 2020 approach to select and synthesise the relevant literature. The Scopus database was applied as an information source for the systematic review, completed from 10 May to 14 August 2022. Forty-three scientific articles were included in the study. As a result, the technology gap analysis was completed to highlight the current studies and the research trends in the near future moving toward smart fruit-growing. The proposed material will be useful background information for leaders and researchers working in smart agriculture and horticulture to make their strategic decisions considering future challenges and to optimise orchard management or study directions. Considering the current challenges, authors advise paying attention to decision-making, expert, and recommendation systems through the digital twin paradigm. This study will help the scientific community plan future studies optimising research to accelerate the transfer to new smart fruit-growing technologies as it is not sufficient to develop an innovation, but it must be done at the appropriate time.

show abstract

Section: Discussion Of the Resultsmentioning

confidence: 99%

Smart Fruit Growing Through Digital Twin Paradigm: Systematic Review and Technology Gap Analysis

Apeinans,

Litavniece,

Kodors

et al. 2023

Engineering Management in Production and Services

View full text Add to dashboard Cite

show abstract

“…In particular, industry 4.0‐specific requirements, that is, integration of semantics, simplicity, modularity, and scalability for implementing Digital Shadows, are rarely addressed. Sample Digital Shadow integration can be found for pig rearing, 13 PPC in injection molding, 14 pasture management in the farming domain, 15 or for building information management 16 . Furthermore, comprehensive standards for building Digital Shadow are absent.…”

Section: Related Work On Digital Shadowsmentioning

confidence: 99%

Challenges and research agenda for realizing a seamless integration of Digital Shadows into the production domain

Sapel

Hopmann

2022

Engineering Reports

View full text Add to dashboard Cite

One vision of industry 4.0 is an autonomous shopfloor configuration. A possibility to transfer this vision to reality is realizable with Digital Shadows. As Digital Shadows are well defined in research, challenges for seamless integration in production are still an open research topic. The main challenge is the enrichment of semantics on the domain in a standardized format that enables multilateral communication between all assets. To overcome these challenge, tools have to be developed to support domain experts in building and integrating Digital Shadows without knowledge of modeling and programming. This article demonstrates the main challenges of this objective and proposes a research agenda to close this research gap.

show abstract

Designing a Digital Shadow for Pasture Management to Mitigate the Impact of Climate Change

Cited by 2 publications

References 21 publications

Smart Fruit Growing Through Digital Twin Paradigm: Systematic Review and Technology Gap Analysis

Smart Fruit Growing Through Digital Twin Paradigm: Systematic Review and Technology Gap Analysis

Challenges and research agenda for realizing a seamless integration of Digital Shadows into the production domain

Contact Info

Product

Resources

About