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Framework approach for smart service development

Serdar Bulut, Reiner Anderl
2021 Procedia CIRP  
In today's business environment, the trend towards more product variety and customization is unbroken.  ...  Due to this development, the need of agile and reconfigurable production systems emerged to cope with various products and product families.  ...  The Platform Asset is the sum of all stakeholders that are interested in the smart services of the digital twin. The Platform Asset stacks with the Customer Asset.  ... 
doi:10.1016/j.procir.2021.05.030 fatcat:rnz5ab4zzva7rd6uoz3btgga4e

E-construction [chapter]

Erika A. Pärn, Christopher Raitviir, Mohamed Zaki
2022 Public Innovation and Digital Transformation  
Acknowledgement We would like to acknowledge the support of the Estonian Ministry of Economic Affairs and Communications for their support in sharing information about the e-construction platform.  ...  Generativity enables novel use of digital technology to generate or produce new outcomes; generativity that emerges from a digital platform not only stimulates service innovation but also new business  ...  developers, citizens, and/or entrepreneurs to create a digital twin of its cities.  ... 
doi:10.4324/9781003230854-8 fatcat:cyybbkifqrh4vj2fca6b7qjyty

Digital Twin of Experimental Smart Manufacturing Assembly System for Industry 4.0 Concept

Kamil Židek, Ján Piteľ, Milan Adámek, Peter Lazorík, Alexander Hošovský
2020 Sustainability  
Cloud platforms are used for data mining and knowledge representation in timeline graphs, with some alarms and automatized protocol generation.  ...  This article deals with the creation of a digital twin for an experimental assembly system based on a belt conveyor system and an automatized line for quality production check.  ...  by digital twins [23] , automatic generation of simulation for digital twins [24] , digital twins' implementation for legacy systems [25] , new possibilities of digital twin technology [26] , and  ... 
doi:10.3390/su12093658 fatcat:nrbsv63bsfgghbzkjvir2ymdne

Current Industry 4.0 Platforms – An Overview

Sauer Christian, Eichelberger Holger, Ahmadian Amir Shayan, Dewes Andreas, Jürjens Jan
2021 Zenodo  
The focus is on topics such as interconnectivity, digital twins, openness, security and the use of AI in the context of smart manufacturing.  ...  Based on the cross-platform analysis of the 16 topic areas, we derive challenges for future platforms and especially for our work in IIP-Ecosphere.  ...  " or "low-code" support for developing services and applications for the platform.  ... 
doi:10.5281/zenodo.4485756 fatcat:f4m2swkalnh3biy5vjypsix32y

DRIvE Project Unlocks Demand Response Potential with Digital Twins

Laura Pérez, Juan Espeche, Tatiana Loureiro, Aleksandar Kavgić
2020 Proceedings (MDPI)  
DRIvE presented how the use of digital twins de-risks the implementation of demand response applications at the "Flexibility 2.0: Demand response and self-consumption based on the prosumer of Europe's  ...  low carbon future" workshop within the conference "Sustainable Places 2020".  ...  New Applications of DR Digital Twins • Using digital twins of DR sites to generate clean data as training sets for ML/AI (machine learning/artificial intelligence) cyber-security.  ... 
doi:10.3390/proceedings2020065014 fatcat:tgv3exxnirbe3j5vw4n44ezuue

Towards Integrated Digital Twins for Industrial Products: Case Study on an Overhead Crane

Juuso Autiosalo, Riku Ala-Laurinaho, Joel Mattila, Miika Valtonen, Valtteri Peltoranta, Kari Tammi
2021 Applied Sciences  
The experiences show that good-quality Application Programming Interfaces (APIs) are significant enablers for the development of digital twins.  ...  The experiences in digital twin application development led to the discovery of a novel API-based business network framework that helps organize digital twin data supply chains.  ...  development of integrated digital twins in general.  ... 
doi:10.3390/app11020683 fatcat:cutxh62c2jck5llewmtptkj3iq

A Digital Twin Architecture Model Applied with MLOps Techniques to Improve Short-Term Energy Consumption Prediction

Tiago Yukio Fujii, Victor Takashi Hayashi, Reginaldo Arakaki, Wilson Vicente Ruggiero, Romeo Bulla, Fabio Hirotsugu Hayashi, Khalil Ahmad Khalil
2021 Machines  
Obtaining specific and valuable recommendations is difficult for most digital platforms due to their solution pattern: extensive database, specialized algorithms, and using profiles with similar aspects  ...  A residential study case with 31 IoT smart meter and smart plug devices with 19-month data (measurements performed each second) validated Digital Twin MLOps architecture for personalized demand response  ...  Considering appliance consumption forecasting, it was possible to generate accurate predictions by choosing custom time frequencies for each appliance class using digital twin appliance metadata and ACF  ... 
doi:10.3390/machines10010023 fatcat:7iqlwkti2fdcbdj7rwjlibv5vm

Automatic generation of digital twin industrial system from a high level specification

Julio Garrido Campos, Juan Sáez López, José Ignacio Armesto Quiroga, Angel Manuel Espada Seoane
2019 Procedia Manufacturing  
A framework for the generation of industrial digital twins is presented in the paper.  ...  By properly linking both: the more generic digital twin and specific software applications specifically generated for the industry system, the framework may be ready to be used soon at the early development  ...  The paper evaluates in next section simulation platforms suitable to be used. Section 4 presents the digital twin industrial system generation framework.  ... 
doi:10.1016/j.promfg.2020.01.197 fatcat:b7zrfrnqjzgvjliquo2vya6u6i

Evaluating the Roadmap of 5G Technology Implementation for Smart Building and Facilities Management in Singapore

Michael Yit Lin Chew, Evelyn Ai Lin Teo, Kwok Wei Shah, Vishal Kumar, Ghassan Fahem Hussein
2020 Sustainability  
This article will serve as a benchmark for researchers and industries for future progress and development of SFM systems by leveraging 5G networks for higher sustainability targets and implementing teaching  ...  Under these 5G SFM projects, the lab seeks to develop state-of-the-art 5G use cases in collaboration with various industry partners and developed a framework for teaching and training to enhance students  ...  They are: a) AR platform development: The AR platform development will connect lift technicians with the AR cloud-based centralized system for AR experience, automated work orders, job notifications, and  ... 
doi:10.3390/su122410259 fatcat:vqiq3nmr6ven5n72v32ci5fowu

When Internet of Things meets Metaverse: Convergence of Physical and Cyber Worlds [article]

Kai Li, Yingping Cui, Weicai Li, Tiejun Lv, Xin Yuan, Shenghong Li, Wei Ni, Meryem Simsek, Falko Dressler
2022 arXiv   pre-print
twins.  ...  According to the physical-world demands, we outline the current industrial efforts and seven key requirements for building the IoT-inspired Metaverse: immersion, variety, economy, civility, interactivity  ...  Moreover, IoT devices can conduct code-domain multiplexing, which generates different codes that can be multiplexed over the same time-frequency resources.  ... 
arXiv:2208.13501v1 fatcat:wub7jy6flrhpbefd3rn4jjb7te

Twinbase: Open-source server software for the Digital Twin Web

Juuso Autiosalo, Joshua Siegel, Kari Tammi
2021 IEEE Access  
ACKNOWLEDGMENT The authors thank Pekka Nikander for bouncing ideas on how to enhance security with cryptography. J. Autiosalo thanks KAUTE Foundation and Walter Ahlström Foundation.  ...  Twin Web Digital Twins [44] is a cloud platform for creating internet-based digital twins, offered by Microsoft.  ...  (Section III-F) • Introduce GADIT (Git-based architecture for digital twins) as a general architecture for implementing Gitbased servers for the Digital Twin Web.  ... 
doi:10.1109/access.2021.3119487 fatcat:vvo27hv5jrdj3dct6lsmyki5ie

The Interoperability Challenge: Building a Model-Driven Digital Thread Platform for CPS [chapter]

Tiziana Margaria, Hafiz Ahmad Awais Chaudhary, Ivan Guevara, Stephen Ryan, Alexander Schieweck
2021 Lecture Notes in Computer Science  
We are instead tackling the interoperability challenge by building a model driven/low-code Digital Thread platform that 1) systematizes the integration methodology, 2) provides methods and techniques for  ...  We showcase the power, versatility and the potential of the Digital Thread platform on four interoperability case studies: the generic extension to REST services, to robotics through the UR family of robots  ...  This work was supported by the Science Foundation Ireland grants 16/RC/3918 (Confirm, the Smart Manufacturing Research Centre) and 13/RC/2094 2 (Lero, the Science Foundation Ireland Research Centre for  ... 
doi:10.1007/978-3-030-89159-6_25 fatcat:prt3qz3qlvavjb3iwkwigkuhm4

Generating Digital Twin Cockpits for Parameter Management in the Engineering of Wind Turbines

Judith Michael, Imke Helene Nachmann, Lukas Stephan Michael Netz, Bernhard Rumpe, Sebastian Wolfram Stüber
2022 Modellierung 2022 : 27.06.-01.07.2022 Hamburg  
Within this paper, we present an automatic approach to derive an engineering digital twin for the cooperative development and management of engineering artifacts from functional models of the system under  ...  development.  ...  There is not a lot of research done in the automatic derivation of GUI-models, however low-code development platforms are emerging which enable a developer to define a (web) application by configuration  ... 
doi:10.18154/rwth-2022-08695 fatcat:cdmuwiyqcfconfagkc4hsnp4um

A Roadmap to Integrate Digital Twins for Small and Medium-Sized Enterprises

Alim Yasin, Toh Yen Pang, Chi-Tsun Cheng, Miro Miletic
2021 Applied Sciences  
of the digitization and visualisation of data; and value generation for businesses from the data.  ...  Among the tools that I4.0 encompasses, digital twin (DT) and digital thread (DTH) technologies hold significant interest and value.  ...  Acknowledgments: We would like to express of sincere thanks to the staff of MEMKO Systems Pty Ltd. for their support. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/app11209479 fatcat:vwg46tcny5a6lfyo25nbim6x4u

Emergence of Digital Twins - Is this the march of reason?

Shoumen Palit Austin Datta
2017 Journal of Innovation Management  
Delivering algorithm engines to the edge, are crucial for edge analytics, if latency is detrimental. The confluence of these, and other factors, may chart the future path for Digital Twins.  ...  Multiple forms of digital transformation are imminent. Digital Twins represent one concept, where we may use tools and technologies to "map" data (bits) from objects (atoms).  ...  The vast majority of users cannot deploy an army of engineers to create custom digital twins for their exclusive experiments.  ... 
doi:10.24840/2183-0606_005.003_0003 fatcat:7hwvsnykcnamzmvvr3ssm3p4qy
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