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Characterising the Digital Twin: A systematic literature review

David Jones, Chris Snider, Aydin Nassehi, Jason Yon, Ben Hicks
2020 CIRP - Journal of Manufacturing Science and Technology  
Through a systematic literature review and a thematic analysis of 92 Digital Twin publications from the last ten years, this paper provides a characterisation of the Digital Twin, identification of gaps  ...  A B S T R A C T While there has been a recent growth of interest in the Digital Twin, a variety of definitions employed across industry and academia remain.  ...  Acknowledgements The work reported in this paper has been undertaken as part of the project: Improving the product development process through integrated revision control and twinning of digital-physical  ... 
doi:10.1016/j.cirpj.2020.02.002 fatcat:kz5mz72fibhj3ftr5zmvteovue

Digital Twin Models in Industrial Operations: A Systematic Literature Review

Tsega Y. Melesse, Valentina Di Pasquale, Stefano Riemma
2020 Procedia Manufacturing  
In this paper, a systematic literature review was conducted to assess the role of Digital Twin models in industrial operations and to identify challenges for realization.  ...  In this paper, a systematic literature review was conducted to assess the role of Digital Twin models in industrial operations and to identify challenges for realization.  ...  Method This systematic literature review has followed a detailed step-by-step approach proposed by [6, 7] .  ... 
doi:10.1016/j.promfg.2020.02.084 fatcat:b35tilxpbrhsbcufkkex3yweve

State of the Art and Future Directions of Digital Twins for Production Logistics: A Systematic Literature Review

Alexander Kaiblinger, Manuel Woschank
2022 Applied Sciences  
literature review.  ...  Digital Twins (DTs) are widely discussed in the context of the Industry 4.0 paradigm as one of the main opportunities to strengthen the overall competitiveness of manufacturing enterprises.  ...  Institutional Review Board Statement: Not applicable. Informed Consent Statement: Not applicable. Data Availability Statement: Data are available by request from the corresponding author.  ... 
doi:10.3390/app12020669 fatcat:jxzcqj35dnew5ldyzux7w4dn2y

The Role of AI, Machine Learning, and Big Data in Digital Twinning: A Systematic Literature Review, Challenges, and Opportunities

M. Mazhar Rathore, Syed Attique Shah, Dhirendra Shukla, Elmahdi Bentafat, Spiridon Bakiras
2021 IEEE Access  
However, there is no systematic review of digital twinning, particularly focusing on the role of AI-ML and big data, to guide the academia and industry towards future developments.  ...  We performed a systematic review on top of multidisciplinary electronic bibliographic databases, in addition to existing patents in the field.  ...  , we present a novel reference model derived from the conducted systematic literature review.  ... 
doi:10.1109/access.2021.3060863 fatcat:cvm5ubwwrbcdph5z37dvdodgx4

Digital Twins Driven Supply Chain Visibility within Logistics: A New Paradigm for Future Logistics

Taofeeq D. Moshood, Gusman Nawanir, Shahryar Sorooshian, Okfalisa Okfalisa
2021 Applied System Innovation  
This study used ATLAS.ti 9 software tools to save, classify, and evaluate the data for this analysis to systematically review the literature.  ...  This study also suggested some steps to overcome the challenges in implementing a Digital Twins in the logistics industry.  ...  As per the systematic literature review protocol for this study, the 104 papers were screened and verified as valid.  ... 
doi:10.3390/asi4020029 fatcat:tk3u24u7abhtvj7kqlu5tj36we

Knowledge Graphs in Manufacturing and Production: A Systematic Literature Review

Georg Buchgeher, David Gabauer, Jorge Martinez-Gil, Lisa Ehrlinger
2021 IEEE Access  
The inclusion and exclusion criteria whether a paper is taken into account for the systematic literature review is shown in Table 4 .  ...  Thus, we have come to weave a systematic literature review of one of the most prominent fields of application for knowledge graphs.  ...  Further, he is program committee member for multiple international conferences and workshops and acts as reviewer for international journals.  ... 
doi:10.1109/access.2021.3070395 fatcat:gxawnftgkbbt3fm52ybpiqplyi

Sustainable, Smart, and Sensing Technologies for Cyber-Physical Manufacturing Systems: A Systematic Literature Review

Mihai Andronie, George Lăzăroiu, Roxana Ștefănescu, Cristian Uță, Irina Dijmărescu
2021 Sustainability  
Throughout October 2020 and April 2021, a quantitative literature review of the Web of Science, Scopus, and ProQuest databases was performed, with search terms including "Internet of Things-based real-time  ...  sustainable manner and contribute to the literature by indicating that sustainable Internet of Things-based manufacturing systems function in an automated, robust, and flexible manner.  ...  The digital twin functions as a paradigm transition, integrating production operations into manufacturing cyber-physical systems.  ... 
doi:10.3390/su13105495 fatcat:myyk26ximbbxfd7x5dul6hp6vm

The cenological paradigm in the designing of the digital twin of the human capital structure

Alexander Kuzminov, Alexandra Voronina, Margarita Bezuglova, Tatiana Medvedskaya, V. Kankhva
2021 E3S Web of Conferences  
The basic research paradigm is proposed and promising results are determined on the example of stratification of human capital parameters.  ...  This category is directly dependent on the complication of economic systems, changes in the information space and society digitalization.  ...  A review of scientific literature has shown that studies related to various aspects of understanding of the human capital structure are widely represented in foreign publications, but they also cannot  ... 
doi:10.1051/e3sconf/202125807035 fatcat:moldah6lincgtafrtkdelmqw24

Digital twin: a concept in evolution

Luiz Fernando Cardoso dos Santos Durão, Eduardo de Senzi Zancul, Klaus Schützer
2021 Product Management & Development  
This paper provides an overview of the Digital Twin concept, classifies the existing body of literature, and discusses the Digital Twin evolution.  ...  Digital Twin is defined as a realistic digital model of an object's physical state, representing its interaction with the environment in the real world.  ...  A natural language analysis was applied to cluster the Digital Twin types. This article is structured as follows. Section 2 describes the research procedures for the systematic literature review.  ... 
doi:10.4322/pmd.2021.003 fatcat:ibxj2zsi35akhpibrm5tv7n65y

Industry 4.0 Technologies and Their Impact in Contemporary Logistics: A Systematic Literature Review

Orestis K. Efthymiou, Stavros T. Ponis
2021 Sustainability  
This study attempted to address this shortcoming by performing a systematic review of the available literature of Industry 4.0 in the logistics context.  ...  Even though the topic of Industry 4.0 in the last decade has attracted significant and multifarious attention from academics and practitioners, a structured and systematic review of Industry 4.0 in the  ...  There is a common misunderstanding in literature which leads many authors to use logistics and supply chain management interchangeably, a fact that the authors expect to lead in publications not included  ... 
doi:10.3390/su132111643 fatcat:qxaqf26vjnhnlkjkwma5vvzfze

A Comprehensive Study of HBase Storage Architecture—A Systematic Literature Review

Muhammad Umair Hassan, Irfan Yaqoob, Sidra Zulfiqar, Ibrahim A. Hameed
2021 Symmetry  
We perform a systematic literature review on a number of published works proposed for HBase storage architecture.  ...  This paper seeks to define, taxonomically classify, and systematically compare existing research on a broad range of storage technologies, methods, and data models based on HBase storage architecture's  ...  Acknowledgments: We are thankful to the anonymous reviewers for their valuable comments and suggestions in improving our manuscript.  ... 
doi:10.3390/sym13010109 fatcat:6jqnicyw55fgrdjxrjxsl3bozm

Smart Manufacturing Systems and Applied Industrial Technologies for a Sustainable Industry: A Systematic Literature Review

Raffaele Cioffi, Marta Travaglioni, Giuseppina Piscitelli, Antonella Petrillo, Adele Parmentola
2020 Applied Sciences  
Thus, the purpose of the research is to present a systematic literature review on what enabling technologies can promote new circular business models.  ...  Smart manufacturing is considered as a new paradigm that makes work smarter and more connected, bringing speed and flexibility through the introduction of digital innovation.  ...  Appendix A Figure 1 . 1 The main phases of the systematic literature review protocol (author's elaboration).  ... 
doi:10.3390/app10082897 fatcat:xw2bd6dg7jf3rjnkfokizylrrm

A Systematic Literature Review on Software Maintenance for Cyber-physical Systems

Nadhira Khezami, Marouane Kessentini, Thiago Do N. Ferreira
2021 IEEE Access  
In this paper, we performed a systematic literature review of the existing studies related to software maintenance of CPS starting from January 2006 until December 2020.  ...  Based on the data collected from this survey, we created a taxonomy to classify the existing research works, identified research trends, and highlighted gaps in the literature and avenues for further research  ...  Thus, digital twins may be a strategy to test and validate (re)-deployments on a virtual level.  ... 
doi:10.1109/access.2021.3126681 fatcat:dyxvl27svjfc7ibfesub5rch7e

Digital Twin: Values, Challenges and Enablers [article]

Adil Rasheed, Omer San, Trond Kvamsdal
2019 arXiv   pre-print
A digital twin can be defined as an adaptive model of a complex physical system.  ...  In this work, we review the recent status of methodologies and techniques related to the construction of digital twins.  ...  CONCLUSIONS AND RECOMMENDATIONS Based on our literature survey we present the following definition of digital twin: A digital twin is defined as a virtual representation of a physical asset enabled through  ... 
arXiv:1910.01719v1 fatcat:3r2bbivffbeizelake7oo3xgbm

Impact of arts participation on children's achievement: A systematic literature review

Divya Jindal-Snape, Dan Davies, Rosalind Scott, Anna Robb, Chris Murray, Chris Harkins
2018 Thinking Skills and Creativity  
This paper reports on a systematic literature review to examine the association between children and young people's participation in arts activities and their academic achievement.  ...  reviewed of academically-related benefits to participants, such as increased confidence, creativity or more positive attitude towards their studies.  ...  Scoping the review An initial scoping exercise was undertaken to identify the range of systematic literature reviews pertinent to the research questions.  ... 
doi:10.1016/j.tsc.2018.06.003 fatcat:j34gvr3nivbflntqhwd46ipaom
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