Digital twin data: methods and key technologies

Digital Twin ◽  
2021 ◽  
Vol 1 ◽  
pp. 2
Author(s):  
Meng Zhang ◽  
Fei Tao ◽  
Biqing Huang ◽  
Ang Liu ◽  
Lihui Wang ◽  
...  

As a promising technology to converge the traditional industry with the digital economy, digital twin (DT) is being investigated by researchers and practitioners across many different fields. The importance of data to DT cannot be overstated. Data plays critical roles in constructing virtual models, building cyber-physical connections, and executing intelligent operations. The unique characteristics of DT put forward a set of new requirements on data. Against this background, this paper discusses the emerging requirements on DT-related data with respect to data gathering, mining, fusion, interaction, iterative optimization, universality, and on-demand usage. A new notion, namely digital twin data (DTD), is introduced. This paper explores some basic principles and methods for DTD gathering, storage, interaction, association, fusion, evolution and servitization, as well as the key enabling technologies. Based on the theoretical underpinning provided in this paper, it is expected that more DT researchers and practitioners can incorporate DTD into their DT development process.

Data in Brief ◽  
2021 ◽  
pp. 106912
Author(s):  
Wael M. Mohammed ◽  
Jose L. Martinez Lastra
Keyword(s):  

2016 ◽  
Vol 49 (30) ◽  
pp. 12-17 ◽  
Author(s):  
Greyce N. Schroeder ◽  
Charles Steinmetz ◽  
Carlos E. Pereira ◽  
Danubia B. Espindola

2021 ◽  
Author(s):  
Fatiha Imane Mahcar ◽  
Belkacem Takhi

Algeria has a rich urban and architectural heritage, which presents regional specificities. Once the ksour was a symbol of balance and perfect harmony with its environment, unfortunately today they no longer reflect their former function. The Ksourian architecture, including that of Laghouat is a prestigious heritage of high value; it is the testimony of genius knowledge and the capacity of their occupants to adapt to the difficult environment. The housing is considered the essential core of this architecture it represents the entire composition of the ksar, its design is inspired by the immediate environment and respects ancestral social values. It is characterized by a simple architecture and simple construction techniques which are based on the construction in load-bearing walls, the construction materials used are local materials of great resistance and less expensive. This study addresses the theme revaluation of heritage, particularly our case study ksar El-Haouita which has experienced a neglecting and depopulation due to several factors. The ksar El-Haouita is among the most famous ksour located in the south of Algeria and exactly in the region of Laghouat. It is built with simple materials and techniques of construction. The construction materials used are local materials like stones and lime found in the environmental surroundings of the ksar. The aim of this study is to identify the major causes of the degradation of ksar, also to preserve ksar El-Haouita through specific operations and to improve the tourist attractiveness of ksar El-Haouita in order to promote heritage, to convert it back into sustainable Saharan tourism. Our study based in the first place; on a theoretical underpinning which contains the notions that have a relation with our theme, the problematic and the envisaged objective, then a presentation of ksar followed by a morphological analysis accompanied by identification of the problems to identify the phenomena of damage and its disfigurement. The last step is to treat an aspect for the development of ksar, this aspect is devoted to the restitution of the defensive system (doors, ramparts, ramparts of houses and towers) of the ksar, through a diagnostic and several operations like (rehabilitation and reconstruction). The aim result of this study is to show that the revaluation of the ksar is a very vast operation and proposes interventions that allow the preservation of the ksar and also to understand the elements that help the success of interventions and to put some of the parameters considered as reference elements and basic principles for the operations on the ksar and among these operations it is (the case study, which is the restitution of the defensive system of ksar El-Haouita).


2021 ◽  
pp. 41-60
Author(s):  
Mika Saari ◽  
Petri Rantanen ◽  
Sami Hyrynsalmi ◽  
David Hästbacka

Author(s):  
S. Bleisch ◽  
D. Hil ◽  
S. Korkut ◽  
P. Meyer

Atlases are collections of illustrated data, often maps, which give an overview - as well as some details - of one or several topic areas. We noted that this description serves well especially for traditional paper and digital atlases. However, in our today's world of entertainment it might give a somewhat dated impression. For the topic area 'Ageing Society' we aim to visualise age related data in an interactive digital way that supports not only the content but also engages the users, offers opportunities for different stakeholders and levels of interest, and is able to accommodate a range of data as well as future updates. A set of guiding principles for the development process addresses these challenges. First implementations show that following the principles is feasible but expensive in terms of time and attention to detail needed. For each selected topic, a story guides the users through the data and highlights interesting aspects. The user can interrupt the story at any time and explore the data further through interacting with the detailed data representations, and switch back to the story when needed. This allows different levels of access which in combination with the specifically designed navigation concept as well as through the adherence to user aware design principles are very promising for the future developments of the Atlas of the Ageing Society and potentially other atlas products.


Author(s):  
Ahad Nejad Ebrahimi

Industrial revolution in the late nineteenth century in Western societies was a new emerging phenomenon promising a better life for the future of humanity. However, its development and growth exposed human values to fundamental changes. The challenge shaped between the development and growth of the industry and human values spread quickly to other sections. Artificial environment were one of these sections. Before the emergence of the industrial revolution the development and growth of cities were through a ritual process and there wasn’t any challenge between the development process and values. Urban values can be categorized on three parts issues of cultural-historical values, issues of skeletal-physical values, issues of environmental perceptions values. The aim of this research is to study the challenges between the development and conservation of the urban values, raising the question that ‘what has been the position of urban values in the development of the cities of Iran?’ In spite of the fact that the historical cores of the cities are valuable, there has been no attention to the present values in the process of the urban contemporary development. The present research is of the fundamental-development research type using the interpretive-historical method by data-gathering and qualitative analyses. The research revealed that the development process was based on the identity and cultural values in the cities of Iran before the advent of modernity and since the city met the existing needs, a desired coordination was shaped between urban values and development; however, the arrival of new urban elements supported legally by the government led to ignorance of many urban values in the contemporary development.


Author(s):  
Pethuru Raj Chelliah

Hydrology is an increasingly data-intensive discipline and the key contribution of existing and emerging information technologies for the hydrology ecosystem is to smartly transform the water-specific data to information and to knowledge that can be easily picked up and used by various stakeholders and automated decision engines in order to forecast and forewarn the things to unfold. Attaining actionable and realistic insights in real-time dynamically out of both flowing as well as persisting data mountain is the primary goal for the aquatic industry. There are several promising technologies, processes, and products for facilitating this grand yet challenging objective. Business intelligence (BI) is the mainstream IT discipline representing a staggering variety of data transformation and synchronization, information extraction and knowledge engineering techniques. Another paradigm shift is the overwhelming adoption of service oriented architecture (SOA), which is a simplifying mechanism for effectively designing complex and mission-critical enterprise systems. Incidentally there is a cool convergence between the BI and SOA concepts. This is the stimulating foundation for the influential emergence of service oriented business intelligence (SOBI) paradigm, which is aptly recognized as the next-generation BI method. These improvisations deriving out of technological convergence and cluster calmly pervade to the ever-shining water industry too. That is, the bubbling synergy between service orientation and aquatic intelligence empowers the aquatic ecosystem significantly in extracting actionable insights from distributed and diverse data sources in real time through a host of robust and resilient infrastructures and practices. The realisable inputs and information being drawn from water-related data heap contribute enormously in achieving more with less and to guarantee enhanced safety and security for total human society. Especially as the green movement is taking shape across the globe, there is a definite push from different quarters on water and ecology professionals to contribute their mite immensely and immediately in permanently arresting the ecological degradation. In this chapter, we have set the context by incorporating some case studies that detail how SOA has been a tangible enabler of hydroinformatics. Further down, we have proceeded by explaining how SOA-sponsored integration concepts contribute towards integrating different data for creating unified and synchronized views and to put the solid and stimulating base for quickly deriving incisive and decisive insights in the form of hidden patterns, predictions, trends, associations, tips, etc. from the integrated and composite data. This enables real-time planning of appropriate countermeasures, tactics as well as strategies to put the derived in faster activation and actuation modes. Finally the idea is to close this chapter with an overview of how SOA celebrates in establishing adaptive, on-demand and versatile SOHI platforms. SOA is insisted as the chief technique for developing and deploying agile, adaptive, and on-demand hydrology intelligence platforms as a collection of interoperable, reusable, composable, and granular hydrology and technical services. The final section illustrates the reference architecture for the proposed SOHI platform.


2005 ◽  
Vol 20 (8) ◽  
pp. 554-558 ◽  
Author(s):  
M. Stiegler ◽  
C. Rummel ◽  
K. Wahlbeck ◽  
W. Kissling ◽  
S. Leucht

AbstractPurposeWe assessed the quality of European treatment guidelines in the field of mental health that have been produced by national psychiatric associations. The main focus was the question of whether the development process of the guidelines followed basic principles of evidence-based medicine.MethodsSixty-one European clinical practice guidelines from 14 countries, published between 1998 and 2003, were assessed using the ‘Appraisal of Guidelines for Research and Evaluation (AGREE) Instrument’. The domain score was calculated for each of the six domains of the AGREE instrument. The seven items of the domain “rigor of development” and one additional item concerning national particularities were assessed in detail.ResultsThe mean scores in the six domains were rather low, although the quality varied among the different guidelines. The highest mean score was obtained in the domain clarity and presentation (70.8% S.D. 23.5), the lowest on editorial independence (19.7% S.D. 29.3). The recommendations of about half of the assessed guidelines could be considered to be evidence-based.ConclusionThe assessed guidelines showed a broad range of quality: some producers attached importance to an evidence-based development process; but in spite of this, a large number of guidelines were only of middling quality. As national particularities are only rarely mentioned and the development process of guidelines is complex, an international collaboration that aims toward the production of shareable guidelines might be promising.


Scanning ◽  
2020 ◽  
Vol 2020 ◽  
pp. 1-13
Author(s):  
Lei Li ◽  
Di Liu ◽  
Jinfeng Liu ◽  
Hong-gen Zhou ◽  
Jiasheng Zhou

In view of the problems of lagging and poor predictability for ship assembly and welding quality control, the digital twin technology is applied to realize the quality prediction and control of ship group product. Based on the analysis of internal and external quality factors, a digital twin-based quality prediction and control process was proposed. Furthermore, the digital twin model of quality prediction and control was established, including physical assembly and welding entity, virtual assembly and welding model, the quality prediction and control system, and twin data. Next, the real-time data collection based on the Internet of Things and the twin data organization based on XML were used to create a virtual-real mapping mechanism. Then, the machine learning technology is applied to predict the process quality of ship group products. Finally, a small group is taken as an example to verify the proposed method. The results show that the established prediction model can accurately evaluate the welding angular deformation of group products and also provide a new idea for the quality control of shipbuilding.


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