scholarly journals Using Digital Twin Technology in Engineering Education – Course Concept to Explore Benefits and Barriers

2020 ◽  
Vol 10 (1) ◽  
pp. 377-385 ◽  
Author(s):  
Antti Liljaniemi ◽  
Heikki Paavilainen
Keyword(s):  
Engineering Education ◽  
Industry 4.0 ◽  
Digital Technologies ◽  
Digital Twin ◽  
New Knowledge

AbstractDigital Twin (DT) technology is an essential technology related to the Industry 4.0. In engineering education, it is important that the curricula are kept up-to-date. By adopting new digital technologies, such as DT, we can provide new knowledge for students, teachers, and companies. The main aim of this research was to create a course concept to research benefits and barriers of DT technology in engineering education. The research confirmed earlier findings concerning digitalization in engineering education. DT technology can increase motivation for studying and improve learning when applied correctly.

scholarly journals The Digital Twin is an Artifact of Modern Production Systems

2021 ◽  
Vol 93 ◽  
pp. 01017
Author(s):  
Igor Egorov ◽  
Natalia Polzunova ◽  
Ivan Polzunov
Keyword(s):  
Industry 4.0 ◽  
Production Systems ◽  
Digital Technologies ◽  
Digital Twin ◽  
Digital Twins

The development of modern production systems is taking place in the context of the transition to the concept of Industry 4.0. In these conditions, the competitiveness of production systems is determined by the volume and depth of implementation of digital technologies. These technologies include the digital twin. Recently, a lot of research has been devoted to digital twins. The use of digital twins by modern production systems offers many advantages, both technical and economic. This article provides a systematization of the concept of "digital twin", and also describes the organizational aspects of the development and use of digital twins in production systems designed in the form of a model.

The digital twin in Industry 4.0: A wide‐angle perspective

2021 ◽  
Author(s):  
Ron S. Kenett ◽  
Jacob Bortman
Keyword(s):  
Industry 4.0 ◽  
Wide Angle ◽  
Digital Twin

scholarly journals Vidyasetu - A Digital Disruption In Engineering Education System In India As An Impact Of Industry 4.0

2021 ◽  
Vol 1797 (1) ◽  
pp. 012061
Author(s):  
P Das ◽  
R Sarkar ◽  
S Mallik ◽  
S Majumder ◽  
K Das ◽  
...  
Keyword(s):  
Engineering Education ◽  
Education System ◽  
Industry 4.0 ◽  
Digital Disruption

scholarly journals Robot Digital Twin towards Industry 4.0

2020 ◽  
Vol 53 (2) ◽  
pp. 10867-10872
Author(s):  
Luige Vlădăreanu ◽  
Alexandru I. Gal ◽  
Octavian D. Melinte ◽  
Victor Vlădăreanu ◽  
Mihaiela Iliescu ◽  
...  
Keyword(s):  
Industry 4.0 ◽  
Digital Twin

Digital Twins: Review and Challenges

2021 ◽  
Vol 21 (3) ◽  
Author(s):  
Maria G. Juarez ◽  
Vicente J. Botti ◽  
Adriana S. Giret
Keyword(s):  
Computer Science ◽  
Industry 4.0 ◽  
Multi Agent System ◽  
Agent System ◽  
Digital Twin ◽  
Digital Twins ◽  
Science Approach ◽  
Multi Agent ◽  
Current Operating

Abstract With the arises of Industry 4.0, numerous concepts have emerged; one of the main concepts is the digital twin (DT). DT is being widely used nowadays, however, as there are several uses in the existing literature; the understanding of the concept and its functioning can be diffuse. The main goal of this paper is to provide a review of the existing literature to clarify the concept, operation, and main characteristics of DT, to introduce the most current operating, communication, and usage trends related to this technology, and to present the performance of the synergy between DT and multi-agent system (MAS) technologies through a computer science approach.

scholarly journals Model Quality Assessment Method Based on Support Vector Machine

2021 ◽  
Vol 25 (1) ◽  
pp. 35-39
Author(s):  
Łukasz Glodek ◽  
Szymon Bysko ◽  
Witold Nocoń
Keyword(s):  
Support Vector Machine ◽  
Quality Assessment ◽  
Industry 4.0 ◽  
Assessment Method ◽  
Support Vector ◽  
Model Quality ◽  
Digital Twin ◽  
Model Quality Assessment ◽  
Virtual Commissioning ◽  
Quality Assessment Method

This paper proposes a model quality assessment method based on Support Vector Machine, which can be used to develop a digital twin. This work is strongly connected with Industry 4.0, in which the main idea is to integrate machines, devices, systems, and IT. One of the goals of Industry 4.0 is to introduce flexible assortment changes. Virtual commissioning can be used to create a simulation model of a plant or conduct training for maintenance engineers. On a branch of virtual commissioning is a digital twin. The digital twin is a virtual representation of a plant or a device. Thanks to the digital twin, different scenarios can be analyzed to make the testing process less complicated and less time-consuming. The goal of this work is to propose a coefficient that will take into account expert knowledge and methods used for model quality assessment (such as Normalized Root Mean Square Error – NRMSE, Maximum Error – ME). NRMSE and ME methods are commonly used for this purpose, but they have not been used simultaneously so far. Each of them takes into consideration another aspect of a model. The coefficient allows deciding whether the model can be used for digital twin appliances. Such an attitude introduces the ability to test models automatically or in a semi-automatic way.

scholarly journals SPECIALIZATION AS A SYSTEMIC TOOL FOR THE DEVELOPMENT OF THE GARMENT INDUSTRY IN DIGITALIZATION

2020 ◽  
Vol 2 (32) ◽  
pp. 68-74
Author(s):  
L.R. Girfanova ◽  
◽  
R.R. Abdyrasulova ◽  
Keyword(s):  
Product Life Cycle ◽  
Digital Technologies ◽  
Garment Industry ◽  
Additive Technologies ◽  
Light Industry ◽  
Digital Twin ◽  
Stage Of Development ◽  
Wide Range ◽  
The Creation ◽  
Digital Shadow

The development of digital technologies offers a wide range of opportunities to increase production efficiency, which relies on known tools and methods that transform in modern conditions. Many researchers note that the specialization most characteristic of complex knowledge-intensive industries has high prospects and is evident in all sectors of the national economy. Its combination with cooperation and outsourcing brings momentum to the development of both individual enterprises and the industry as a whole. It has been found that in light industry, which had a developed system of specializations, the return to this practice is difficult due to significant changes in the industries related to the liquidation of large mass production enterprises and the lag in the creation of digital twins, which are the basis at the stage of production preparation. Lost in the process of transition to a market economy, large production with a complete cycle is now successfully replaced by specialized small and medium-sized production, using high-performance equipment combined with modern digital technologies. It is obvious that the garment industry has entered a new cycle of development characterized by a high degree of specialization against the background of the application of digital technologies at all stages of the product life cycle. The significant lag in the application of digital technologies at the stage of production of light industry products is overcome, especially in the transition to additive technologies. It is noted that the digital shadow complements the information digital twin, which is especially relevant from the point of view of production. The introduction of digital technologies in specialized industries allows to achieve higher productivity and payback of invested capital than in standard production, where such investment is "blurred" due to the lag of related processes of the enterprise. It has been revealed that the modern stage of development of light industry is characterized by the application of fundamentally new technologies based on the creation of a digital twin and digital shadow, which create prerequisites for industrial application of additive technologies in industry. Key words: specialization, cooperation, digitalization, development of light industry

scholarly journals SOCIAL MEDIA IN A CONTENT COURSE FOR THE DIGITAL NATIVES

2015 ◽  
Vol 24 (1) ◽  
pp. 48
Author(s):  
Anita Lie
Keyword(s):  
Social Media ◽  
Classroom Practices ◽  
Digital Technologies ◽  
Digital Natives ◽  
The Internet ◽  
Educational Systems ◽  
Participatory Process ◽  
The Social ◽  
New Knowledge ◽  
The Media

Digital technologies and the Internet have revolutionized the way people gather information and acquire new knowledge. With a click of a button or a touch on the screen, any person who is wired to the internet can access a wealth of information, ranging from books, poems, articles, graphics, animations and so much more. It is imperative that educational systems and classroom practices must change to serve our 21st century students better. This study examines the use of Edmodo as a social media to teach a course in Pedagogy to a class of digital natives. The media is used as an out-of-class communication forum to post/submit assignments and resources, discuss relevant issues, exchange information, and handle housekeeping purposes. A survey of students' responses and discussions on their participatory process leads to insights on how the social media helps achieve the required competences.

scholarly journals Potential of a "Digital Twin" Technology for the Purposes of Research in the Nizhnekanskiy Rock Mass Underground Research Laboratory

2020 ◽  
Vol 11 (2) ◽  
pp. 99-108
Author(s):  
V. V. Kononov ◽  
◽  
V. L. Tikhonovsky ◽  
S. S. Guralev ◽  
I. A. Bychkova ◽  
...  
Keyword(s):  
Rock Mass ◽  
Research Laboratory ◽  
Digital Technologies ◽  
Research Facility ◽  
Industrial Facilities ◽  
Digital Twin ◽  
Large Complex ◽  
Underground Research Laboratory ◽  
Key Aspects

The paper highlights key aspects associated with the introduction of advanced digital technologies under the development of large complex industrial facilities. It considers the applicability of a "digital twin" technology in the development of an underground research facility in the Niznekanskiy massif (Krasnoyarsk territory) (URF NKM).

The role of the Industry 4.0 asset administration shell and the digital twin during the life cycle of a plant

2017 ◽  
Author(s):  
Constantin Wagner ◽  
Julian Grothoff ◽  
Ulrich Epple ◽  
Rainer Drath ◽  
Somayeh Malakuti ◽  
...  
Keyword(s):  
Life Cycle ◽  
Industry 4.0 ◽  
Digital Twin
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