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| digital twin definition language: Digital Twin Technology Manisha Vohra, 2022-12-28 DIGITAL TWIN TECHNOLOGY The book lucidly explains the fundamentals of digital twin technology along with its applications and various industrial real-world examples. Digital twin basically means a replicated model of any object or product in digital form. A digital twin has many advantages as it remains connected with the original object or product it is replicating and receives real-time data. Therefore, the obstacles and issues that could be encountered in a product or object can be known before their actual happening which helps to prevent errors and major losses which otherwise might have been incurred. The various capabilities of digital twin technology make it a powerful tool that can be used to effectively boost various sectors of the healthcare, automotive, and construction industries, among others. Although this technology has been making its way into various sectors, it has not yet received the kind of exposure necessary to increase awareness of its potential in these industries. Therefore, it is critical that a better understanding of digital twin technology is acquired to facilitate growth and to have it implemented in the various sectors so that transformation can be ushered in. Therefore, this book was designed to be a useful resource for those who want to become well acquainted with digital twin technology. Audience Engineers, researchers, and advanced students in information technology, computer science, and electronics, as well as IT specialists and professionals in various industries such as healthcare, automotive, and transportation. |
| digital twin definition language: The Digital Twin Noel Crespi, Adam T. Drobot, Roberto Minerva, 2023-06-02 The Digital Twin book is about harnessing the power of technology, business practices, and the digital infrastructure to make revolutionary improvements for the benefit of society. Ninety experts from around the world contributed to summarize four decades of digital advances and successes, and to define the Digital Twin’s potential for the decades ahead. The book describes how Digital Twins will play a key role in specific applications and across important sectors of the global economy, making it a must-read for executives, policymakers, technical leaders, researchers, and students alike. The book consists of thirty-eight chapters that cover Digital Twin concepts, supporting technologies, practices, and specific implementation strategies for various production and service sectors. Digital Twins are about creating faster, less expensive, and error-free manufacturing, products, processes, and services. This includes engineering of systems for energy, communications, construction, transportation, and food processing. It also covers solutions for making human existence better and more enjoyable through the life sciences, smart cities, and artistic creations. The Digital Twin’s functionality addresses the entire lifecycle of products and services. Importantly, the book describes the journey required for businesses and public organizations to embrace Digital Twins as part of their tool kit. The Digital Twin is the ideal starting point for teaching and research in all application domains. |
| digital twin definition language: The Engineering of Digital Twins John Fitzgerald, Cláudio Gomes, Peter Gorm Larsen, 2024 This book is about the engineering of Digital Twins (DTs) of cyber-physical systems (CPSs). It goes behind the glossy image of DTs to help researchers and advanced professionals to ask and answer the fundamental questions underpinning the development of a DT. What are the foundational concepts of the DT? How do different engineering disciplines interact in creating a DT? How should the physical and digital worlds be connected, and how do the imperfections and faults inherent in both worlds affect the DT's qualities? How can we use a DT to support decisions, and how do we maintain it through life? To this end, the book is structured in five parts: Foundations introduces the DT concept, the potential benefits of DTs seen from a business perspective, and foundations for DT engineering. Models and Data presents the range of models and data that form the core assets of DTs for CPSs. It covers ways in which models can be produced and calibrated, and considers how data is derived from a CPS and communicated to its DT. Next, Services for Digital Twins details some of the main services that a DT provides by building on the assets of models and data, including visualisation, fault detection and diagnosis and support for decision-making. Realising Digital Twins then covers the realisation of DTs, including a platform allowing engineers to construct DTs from reusable components. Case studies in food production, robotics and marine engineering are presented using a systematic framework that aligns with the DT engineering concepts introduced in the earlier parts of the book. Eventually, Advanced Topics in Digital Twins introduces advanced topics in delivering dependable DT-enabled systems, focusing on security and privacy, the capacity for autonomy, and a range of open research topics. This book aims at researchers in DT technology and design, including advanced (master and doctoral) students, as well as engineering practitioners aiming to develop DTs. The most common techniques described in the main text will be accessible via open-source projects, including further DT examples, exercises and solutions, as well as pointers to emerging standards, frameworks and platforms. Classroom materials, exercises and solutions are available to lecturers through a dedicated Web site. |
| digital twin definition language: Generation and Update of a Digital Twin in a Process Plant Josip Stjepandić, Johannes Lützenberger, Philipp Kremer, 2024-01-01 This book covers the most important subjects of digital twin in a process plant, including foundations, methods, achievements, and applications in a brownfield environment. Besides offering a variety of applications and procedural variants from research and industrial practice, this book also provides a comprehensive insight into holistic plant planning. It also discusses the challenges that currently exist in different application areas. This book would be of interest to industry professionals and researchers in industrial and manufacturing engineering. |
| digital twin definition language: Digital Twin Ranjan Ganguli, Sondipon Adhikari, Souvik Chakraborty, Mrittika Ganguli, 2023-04-17 The digital twin of a physical system is an adaptive computer analog which exists in the cloud and adapts to changes in the physical system dynamically. This book introduces the computing, mathematical, and engineering background to understand and develop the concept of the digital twin. It provides background in modeling/simulation, computing technology, sensor/actuators, and so forth, needed to develop the next generation of digital twins. Concepts on cloud computing, big data, IoT, wireless communications, high-performance computing, and blockchain are also discussed. Features: Provides background material needed to understand digital twin technology Presents computational facet of digital twin Includes physics-based and surrogate model representations Addresses the problem of uncertainty in measurements and modeling Discusses practical case studies of implementation of digital twins, addressing additive manufacturing, server farms, predictive maintenance, and smart cities This book is aimed at graduate students and researchers in Electrical, Mechanical, Computer, and Production Engineering. |
| digital twin definition language: Hands-On Azure Digital Twins Alexander Meijers, 2022-03-03 Build your own digital twin in no time! Key FeaturesBuild and design simple to complex digital twins solutionsCreate end-to-end solutions with Azure Digital TwinsIntegrate the Azure Digital Twins service with other Azure services to provide even richer solutionsBook Description In today's world, clients are using more and more IoT sensors to monitor their business processes and assets. Think about collecting information such as pressure in an engine, the temperature, or a light switch being turned on or off in a room. The data collected can be used to create smart solutions for predicting future trends, creating simulations, and drawing insights using visualizations. This makes it beneficial for organizations to make digital twins, which are digital replicas of the real environment, to support these smart solutions. This book will help you understand the concept of digital twins and how it can be implemented using an Azure service called Azure Digital Twins. Starting with the requirements and installation of the Azure Digital Twins service, the book will explain the definition language used for modeling digital twins. From there, you'll go through each step of building digital twins using Azure Digital Twins and learn about the different SDKs and APIs and how to use them with several Azure services. Finally, you'll learn how digital twins can be used in practice with the help of several real-world scenarios. By the end of this book, you'll be confident in building and designing digital twins and integrating them with various Azure services. What you will learnUnderstand the concept and architecture of Azure Digital TwinsGet to grips with installing and configuring the service and required toolsUnderstand the Digital Twin Definition Language (DTDL) and digital twin modelsExplore the APIs and SDKs available to access the Azure Digital Twins servicesMonitor, troubleshoot, and secure digital twinsDiscover how to build, design, and integrate applications with various Azure servicesExplore real-life scenarios with Azure Digital TwinsWho this book is for This book is for Azure developers, Azure architects, and anyone who wants to learn more about how to implement IoT solutions using Azure Digital Twins and additional Azure services. Prior experience using the Azure Portal and a clear understanding of building applications using .NET will be helpful. |
| digital twin definition language: Building Industrial Digital Twins Shyam Varan Nath, Pieter van Schalkwyk, Dan Isaacs, 2021-11-02 Build your first digital twin MVP and gain first-hand experience of using the technology, the challenges it presents, and its impact on your organization Key FeaturesCreate a digital twin prototype using Microsoft Azure Digital TwinExplore the digital twin approach to the design, operations, and maintenance of industrial assets and productsUnderstand key characteristics and components of a digital twin through practical use cases and business scenariosBook Description Digital twin technology enables organizations to create digital representations of physical entities such as assets, systems, and processes throughout their life cycle. It improves asset performance, utilization, and safe operations and reduces manufacturing, operational, and maintenance costs. The book begins by introducing you to the concept of digital twins and sets you on a path to develop a digital twin strategy to positively influence business outcomes in your organization. You'll understand how digital twins relate to physical assets, processes, and technology and learn about the prerequisite conditions for the right platform, scale, and use case of your digital twins. You'll then get hands-on with Microsoft's Azure Digital Twins platform for your digital twin development and deployment. The book equips you with the knowledge to evaluate enterprise and specialty platforms, including the cloud and industrial IoT required to set up your digital twin prototype. Once you've built your prototype, you'll be able to test and validate it relative to the intended purpose of the twin through pilot deployment, full deployment, and value tracking techniques. By the end of this book, you'll have developed the skills to build and deploy your digital twin prototype, or minimum viable twin, to demonstrate, assess, and monitor your asset at specific stages in the asset life cycle. What you will learnIdentify key criteria for the applicability of digital twins in your organizationExplore the RACI matrix and rapid experimentation for choosing the right tech stack for your digital twin systemEvaluate public cloud, industrial IoT, and enterprise platforms to set up your prototypeDevelop a digital twin prototype and validate it using a unit test, integration test, and functional testPerform an RoI analysis of your digital twin to determine its economic viability for the businessDiscover techniques to improve your digital twin for future enhancementsWho this book is for The digital twin book is for mid-career subject experts, including engineers and operations managers, building their first prototype (MVP) using digital twin technology. The book will help professionals responsible for mechanical, process, and reliability engineering domains. You don't have to be a developer or programmer, but beginner-level programming skills will be helpful. |
| digital twin definition language: Digital Twins, Simulation, and the Metaverse Michael Grieves, |
| digital twin definition language: The AIoT Playbook Dirk Slama, 2022 |
| digital twin definition language: Digital Twin Driven Intelligent Systems and Emerging Metaverse Enis Karaarslan, Ömer Aydin, Ümit Cali, Moharram Challenger, 2023-05-10 This book covers the notion of the digital twin, which has the potential to alter the way systems are governed and manufactured. It also addresses the metaverse as an emerging technology with its roots in literature, cross-platform avatars, and artificial intelligence-oriented cybersecurity issues. The untapped potential of the metaverse and digital twins as enabling technologies for the next-generation industries is emphasized in various chapters. Digital twin technology enables manufacturers to comprehend their products throughout product design better, integrate simulation, tracking, and optimization in real-time, and appropriately analyze operations. Especially for complicated products or systems, testing on a digital twin is more efficient (more accessible, quicker, less error-prone, and less expensive). The product is examined in its virtual version before it is displayed in the actual world. Additionally, the digital twin minimizes operational expenses and increases the longevity of equipment and assets. By prolonging the life of the thing, they represent and enhance its working efficiency; it may minimize operating costs and prospective capital spending. The digital twin idea is becoming a reality as it has begun to be used in several industries, including energy, manufacturing, construction, transportation, aerospace, smart cities, healthcare, cyber security, finance, and agriculture. Academic and industrial experts highlighted the most compelling use cases of digital twins and metaverses and the challenges inherent in their implementation. Readers who want to make more effective systems will find the book useful. Also, people who want to get an idea and vision of how technology will change our lives will benefit from this book. |
| digital twin definition language: Fundamentals of Internet of Things F. John Dian, 2022-11-11 FUNDAMENTALS OF INTERNET OF THINGS Fundamentals of Internet of Things: For Students and Professionals teaches the principles of IoT systems. It employs a systematic approach to explain IoT architecture models and their layers. The textbook is arranged based on various layers of an architecture model. For readers who are unfamiliar with the concept of data communication and networks, the first chapter of this book covers the fundamentals of data communication and networks. It can also be used as review material for those who are already familiar with the concept. The book begins with many examples of IoT use cases to show readers how IoT can be applied to various IoT verticals. The concept of smart sensors is then described, as well as their applications in the IoT ecosystem. Because internet connectivity is an essential part of any IoT system, the book explores wired and wireless connectivity schemes including cellular IoT in the 4G and 5G eras. IoT protocols, analytics, as well as IoT security and privacy are important topics that are explained in this book with simple explanations. The last chapter of this book is dedicated to IoT solution development. IoT is one of the most rapidly evolving technologies today, and there is no better guide to this rapidly expanding sector than Fundamentals of Internet of Things (IoT) for Students and Professionals. Features: Simple explanations of complex concepts More than 300 exercise problems and advanced exercise questions Provided solutions for the exercise problems 10 practical IoT projects |
| digital twin definition language: Digital Twin Development and Deployment on the Cloud Nassim Khaled, Bibin Pattel, Affan Siddiqui, 2020-05-24 Digital Twin Development and Deployment in the Cloud: Developing Cloud-Friendly Dynamic Models Using Simulink®/SimscapeTM and Amazon AWS promotes a physics-based approach to the field of digital twins. Through the use of multiphysics models running in the cloud, significant improvement to the diagnostics and prognostic of systems can be attained. The book draws a clear definition of digital twins, helping business leaders clearly identify the value it brings. In addition, it outlines the key elements needed for deployment, including the hardware and software tools needed. Special attention is paid to the process of developing and deploying the multi-physics models of the digital twins. - Provides a high-level overview of digital twins and their underutilization in the field of asset management and maintenance - Proposes a streamline process to create digital twins for a wide variety of applications using MATLAB® SimscapeTM - Deploys developed digital twins on Amazon Web Services - Includes MATLAB and Simulink codes available for free download on MATLAB central - Covers popular prototyping hardwares, such as Arduino and Raspberry Pi |
| digital twin definition language: Perspectives in Business Informatics Research Knut Hinkelmann, Francisco J. López-Pellicer, Andrea Polini, 2023-09-09 This book constitutes the proceedings of the 22nd International Conference on Perspectives in Business Informatics Research, BIR 2023, which took place in Ascoli Piceno, Italy, in September 2023. The 20 full and 4 short papers included in these proceedings were carefully reviewed and selected from 57 submissions. They cover different aspects of the discipline and are organized in sections on applied business informatics, ICT governance and management, AI applications and use cases in business, business and IS development, and new trends in data governance. |
| digital twin definition language: Internet of Things for Smart Buildings Harry G. Smeenk, Marc Petock, 2023-03-31 Harness the full potential of IoT in your building to improve living standards, energy efficiency, and more Purchase of the print or Kindle book includes a free PDF eBook Key FeaturesDiscover how IoT solutions transform mechanical and electrical control systems into smart systemsUnlock new revenue potential, operational efficiencies, and improved occupant's quality of lifeExplore industry thought leadership through author-led real-world applications and use casesBook Description Imagine working in a building with smart features and tenant applications that allow you to monitor, manage, and control every aspect of your user experience. Internet of Things for Smart Buildings is a comprehensive guide that will help you achieve that with smart building architecture, ecosystems, technologies, and key components that create a smart building. In this book, you'll start by examining all the building systems and applications that can be automated with IoT devices. You'll learn about different apps to improve efficiency, reduce consumption, and improve occupant satisfaction. You'll explore IoT sensors, devices, computing platforms, analytics software, user interfaces, and connectivity options, along with common challenges you might encounter while developing the architecture. You'll also discover how to piece different components together to develop smart buildings with the help of use cases and examples and get to grips with the various IoT stacks. After finding out where to start developing the requirements for your project, you'll uncover a recommended methodology to understand your current building systems and a process for determining what needs to be modified, along with new technology requirements. By the end of the book, you'll be able to design and build your own smart building initiative, turning your city into a smart city with one building at a time. What you will learnDiscover what's a smart building and how IoT enables smart solutionsUncover how IoT can make mechanical and electrical systems smartUnderstand how IoT improves workflow tasks, operations, and maintenanceExplore the components and technology that make a smart buildingRecognize how to put together components to deploy smart applicationsBuild your smart building stack to design and develop smart solutionsWho this book is for This book is for architects, mechanical, electrical, and HVAC engineers, system integrators, facility, and operations personnel, and others looking to implement IoT solutions to make their buildings smart. Basic understanding of various mechanical and electrical building systems including HVAC, security, fire alarms, communications, and data networks as well as the operations and maintenance requirements is a prerequisite. |
| digital twin definition language: Leveraging Applications of Formal Methods, Verification and Validation. Application Areas Tiziana Margaria, |
| digital twin definition language: Digital Twin for Smart Manufacturing Rajesh Kumar Dhanaraj, Ali Kashif Bashir, Rajasekar Vani, Balamurugan Balusamy, Pooja Malik, 2023-08-26 Digital Twin for Smart Manufacturing: Emerging Approaches and Applications provides detailed descriptions on how to integrate and optimize novel digital technologies for smart manufacturing. The book discusses digital twins, which combine the industrial internet of things, artificial intelligence, machine learning and software analytics with spatial network graphs to create living digital simulation models that update and change as their physical counterparts change. In addition, they provide an effective way to integrate technologies like cyber-physical systems into a smart manufacturing system, potentially optimizing the entire business process and operating procedure of the manufacturing firm. Drawing on the latest research, the book addresses the topics and technologies key to successful implementation of a smart manufacturing system, including augmented and virtual reality, big data and energy management. Broader subjects such as additive manufacturing and robotics are also covered in this context, covering every aspect of production. - Includes detailed case studies that show how digital twins have been successfully implemented - Shows how digital twins can be used to improve sustainability through superior energy usage management - Outlines potential future uses of the digital twin, thus pointing the way for future research directions |
| digital twin definition language: Innovations in Smart Cities Applications Volume 7 Mohamed Ben Ahmed, |
| digital twin definition language: Enhancing Performance, Efficiency, and Security Through Complex Systems Control Chana, Idriss, Bouazi, Aziz, Ben-azza, Hussain, 2024-01-22 Academic scholars and professionals in engineering strive to enhance the performance, efficiency, and security of complex systems, but accessing comprehensive resources for these challenges can be daunting. Enhancing Performance, Efficiency, and Security Through Complex Systems Control offers an ideal solution. Edited by esteemed academics Idriss Chana, Aziz Bouazi, and Hussain Ben-Azza, this book presents a curated collection of scientific articles encompassing multidisciplinary themes like computer science, artificial intelligence, electrical engineering, and control systems. By consolidating cutting-edge research and methodologies, this book empowers scholars and professionals to improve the design, modeling, and control of complex systems. It provides practical solutions, showcases new ideas, and explores innovative technologies to enhance performance, efficiency, and safety. With a meticulous selection process involving internationally recognized scientific committees, this book ensures the highest quality standards, making it a reliable reference for researchers, PhD students, and academics. Delve into the wide range of topics covered, from artificial intelligence to smart systems, and unlock the potential of complex systems control to advance your research endeavors. |
| digital twin definition language: Digital Twin for Healthcare Abdulmotaleb El Saddik, 2022-11-21 Digital Twins for Healthcare: Design, Challenges and Solutions establishes the state-of-art in the specification, design, creation, deployment and exploitation of digital twins' technologies for healthcare and wellbeing. A digital twin is a digital replication of a living or non-living physical entity. When data is transmitted seamlessly, it bridges the physical and virtual worlds, thus allowing the virtual entity to exist simultaneously with the physical entity. A digital twin facilitates the means to understand, monitor, and optimize the functions of the physical entity and provide continuous feedback. It can be used to improve citizens' quality of life and wellbeing in smart cities and the virtualization of industrial processes. Presents the fundamentals of digital twin technology in healthcare Facilitates new approaches for healthcare industry Explores different use cases of digital twins in healthcare |
| digital twin definition language: Digital Twin Technology and AI Implementations in Future-Focused Businesses Ponnusamy, Sivaram, Assaf, Mansour, Antari, Jilali, Singh, Satyanand, Kalyanaraman, Swaminathan, 2024-01-04 In the modern and data-driven business landscape, organizations face an increasingly complex challenge: how to harness the power of Artificial Intelligence (AI) and digital twin technology to stay competitive and relevant. This challenge is exacerbated by the rapid evolution of these technologies and the urgent need for businesses to adapt. AI continues to advance in areas such as language comprehension, pattern recognition, decision-making, and experiential learning, while digital twins are transforming into electronic replicas of real-world entities. Consequently, businesses grapple with the complexities of navigating this transformative convergence. Digital Twin Technology and AI Implementations in Future-Focused Businesses addresses the pressing issue of how AI and digital twin technology are altering the very fabric of business operations. It delves into the profound implications for productivity, creativity, and decision-making in organizations across diverse industries. Staying ahead of the technical curve is crucial, and this book equips readers with the knowledge and insights needed to thrive in this evolving business landscape. |
| digital twin definition language: The Power of Artificial Intelligence for the Next-Generation Oil and Gas Industry Pethuru Raj Chelliah, Venkatraman Jayasankar, Mats Agerstam, B. Sundaravadivazhagan, Robin Cyriac, 2023-12-04 The Power of Artificial Intelligence for the Next-Generation Oil and Gas Industry Comprehensive resource describing how operations, outputs, and offerings of the oil and gas industry can improve via advancements in AI The Power of Artificial Intelligence for the Next-Generation Oil and Gas Industry describes the proven and promising digital technologies and tools available to empower the oil and gas industry to be future-ready. It shows how the widely reported limitations of the oil and gas industry are being nullified through the application of breakthrough digital technologies and how the convergence of digital technologies helps create new possibilities and opportunities to take this industry to its next level. The text demonstrates how scores of proven digital technologies, especially in AI, are useful in elegantly fulfilling complicated requirements such as process optimization, automation and orchestration, real-time data analytics, productivity improvement, employee safety, predictive maintenance, yield prediction, and accurate asset management for the oil and gas industry. The text differentiates and delivers sophisticated use cases for the various stakeholders, providing easy-to-understand information to accurately utilize proven technologies towards achieving real and sustainable industry transformation. The Power of Artificial Intelligence for the Next-Generation Oil and Gas Industry includes information on: How various machine and deep learning (ML/DL) algorithms, the prime modules of AI, empower AI systems to deliver on their promises and potential Key use cases of computer vision (CV) and natural language processing (NLP) as they relate to the oil and gas industry Smart leverage of AI, the Industrial Internet of Things (IIoT), cyber physical systems, and 5G communication Event-driven architecture (EDA), microservices architecture (MSA), blockchain for data and device security, and digital twins Clearly expounding how the power of AI and other allied technologies can be meticulously leveraged by the oil and gas industry, The Power of Artificial Intelligence for the Next-Generation Oil and Gas Industry is an essential resource for students, scholars, IT professionals, and business leaders in many different intersecting fields. |
| digital twin definition language: Unlocking the Metaverse Paul Doherty, 2023-12-12 Highly comprehensive resource providing insight into how the “Metaverse,” and digital worlds in general, can be leveraged for business success Unlocking the Metaverse focuses on the strategic and implementation of processes and execution of Metaverse strategies, technologies, and innovations and provides readers with real world tools and strategies to succeed with market demands. The text provides a clear and concise description of what the Metaverse is and what its value means to readers and their companies. A continuous interaction with readers inside the book’s virtual world in the Metaverse provides both structured and unstructured interactions with the highly qualified author and his guests in periodic and ongoing public events, serving as a repository of continuous learning and a sandbox for continuous innovations to be explored, analyzed, and reported. Unlocking the Metaverse covers sample topics such as: Construction documents and drawings, covering building information modeling (BIM), digital twins, virtual worlds, the metaverse, and level of experience/engagement measures Specifications changing role, covering specification manuals, lifecycle, 3D geolocation specs, and 3D search Smart contracts and tokenomics, DLT/blockchain, smart contracts, NFTs/FTs (digital building/digital asset), fractionalized ownership and digital real estate, and CBDCs, stablecoins, and crypto Future outlooks, covering machine learning and artificial intelligence (AI) as a whole, and its probable applications in gaming and robotics Providing authoritative coverage of an important and fast-evolving industry, Unlocking the Metaverse is an essential resource for architects, engineers, and contractors, facility managers and operators, and property owners who want to stay on the cutting edge of new forms of technology and leverage them to increase business success. |
| digital twin definition language: Enterprise Design, Operations, and Computing. EDOC 2023 Workshops Tiago Prince Sales, |
| digital twin definition language: ECPPM 2022 - eWork and eBusiness in Architecture, Engineering and Construction 2022 Eilif Hjelseth, Sujesh F. Sujan, Raimar J Scherer, 2023-03-29 ECPPM 2022 - eWork and eBusiness in Architecture, Engineering and Construction contains the papers presented at the 14th European Conference on Product & Process Modelling (ECPPM 2022, Trondheim, Norway, 14-16 September 2022), and builds on a long-standing history of excellence in product and process modelling in the construction industry, which is currently known as Building Information Modelling (BIM). The following topics and applications are given special attention: Sustainable and Circular Driven Digitalisation: Data Driven Design and/or Decision Support Assessment and Documentation of Sustainability Information lifecycle Data Management: Collection, Processing and Presentation of Environmental Product Documentation (EPD) and Product Data Templates (PDT) Digital Enabled Collaboration: Integrated and Multi-Disciplinary Processes Virtual Design and Construction (VDC): Production Metrics, Integrated Concurrent Engineering, Lean Construction and Information Integration Automation of Processes: Automation of Design and Engineering Processes, Parametric Modelling and Robotic Process Automation Expert Systems: BIM based model and compliance checking Enabling Technologies: Machine Learning, Big Data, Artificial and Augmented Intelligence, Digital Twins, Semantic Technology Sensors and IoT Production with Autonomous Machinery, Robotics and Combinations of Existing and New Technical Solutions Frameworks for Implementation: International Information Management Series (ISO 19650), and Other International Standards (ISO), European (CEN) and National Standards, Digital Platforms and Ecosystems Human Factors in Digital Application: Digital Innovation, Economy of Digitalisation, Client, Organisational, Team and/or Individual Perspectives Over the past 25 years, the biennial ECPPM conference proceedings series has provided researchers and practitioners with a unique platform to present and discuss the latest developments regarding emerging BIM technologies and complementary issues for their adoption in the AEC/FM industry. |
| digital twin definition language: Quality of Information and Communications Technology Antonia Bertolino, |
| digital twin definition language: Research Challenges in Information Science: Information Science and the Connected World Selmin Nurcan, Andreas L. Opdahl, Haralambos Mouratidis, Aggeliki Tsohou, 2023-05-22 This book constitutes the proceedings of the 17th International Conference on Research Challenges in Information Sciences, RCIS 2023, which took place in Corfu, Greece, during May 23–26, 2023. It focused on the special theme Information Science and the Connected World. The scope of RCIS is summarized by the thematic areas of information systems and their engineering; user-oriented approaches; data and information management; business process management; domain-specific information systems engineering; data science; information infrastructures, and reflective research and practice. The 28 full papers presented in this volume were carefully reviewed and selected from a total of 87 submissions. The book also includes 15 Forum papers and 6 Doctoral Consortium papers. The contributions were organized in topical sections named: Requirements; conceptual modeling and ontologies; machine learning and analytics; conceptual modeling and semantic networks; business process design and computing in the continuum; requirements and evaluation; monitoring and recommending; business process analysis and improvement; user interface and experience; forum papers; doctoral consortium papers. Two-page abstracts of the tutorials can be found in the back matter of the volume. |
| digital twin definition language: Handbook of Augmented and Virtual Reality Sumit Badotra, Sarvesh Tanwar, Ajay Rana, Nidhi Sindhwani, Ramani Kannan, 2023-08-21 Augmented and Virtual Reality are revolutionizing present and future technologies: these are the fastest growing and most fascinating areas of technologies at present. This book aims to provide insight into the theory and applications of Augmented and Virtual Reality to multiple technologies such as IoT (Internet of Things), ML (Machine Learning), AI (Artificial Intelligence), Healthcare and Education. |
| digital twin definition language: Buildings and Semantics Pieter Pauwels, Kris McGlinn, 2022-07-25 The built environment has been digitizing rapidly and is now transforming into a physical world that is at all times supplemented by a fully web-supported and interconnected digital version, often referred to as Digital Twin. This book shows how diverse data models and web technologies can be created and used for the built environment. Key features of this book are its technical nature and technical detail. The first part of the book highlights a large diversity of IT techniques and their use in the AEC domain, from JSON to XML to EXPRESS to RDF/OWL, for modelling geometry, products, properties, sensor and energy data. The second part of the book focuses on diverse software solutions and approaches, including digital twins, federated data storage on the web, IoT, cloud computing, and smart cities. Key research and strategic development opportunities are comprehensively discussed for distributed web-based building data management, IoT integration and cloud computing. This book aims to serve as a guide and reference for experts and professionals in AEC computing and digital construction including Master's students, PhD researchers, and junior to senior IT-oriented AEC professionals. |
| digital twin definition language: Software Architecture Bedir Tekinerdogan, Catia Trubiani, Chouki Tibermacine, Patrizia Scandurra, Carlos E. Cuesta, 2023-09-07 This book constitutes the refereed proceedings of the 17th International Conference on Software Architecture, ECSA 2023, held in Istanbul, Turkey, in September 2023. The 16 full papers and the 9 short papers included in this volume were carefully reviewed and selected from 71 submissions. They address the most recent, innovative, and significant findings and experiences in the field of software architecture research and practice. |
| digital twin definition language: Machine Learning, Optimization, and Data Science Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Panos Pardalos, Giuseppe Di Fatta, Giovanni Giuffrida, Renato Umeton, 2023-03-09 This two-volume set, LNCS 13810 and 13811, constitutes the refereed proceedings of the 8th International Conference on Machine Learning, Optimization, and Data Science, LOD 2022, together with the papers of the Second Symposium on Artificial Intelligence and Neuroscience, ACAIN 2022. The total of 84 full papers presented in this two-volume post-conference proceedings set was carefully reviewed and selected from 226 submissions. These research articles were written by leading scientists in the fields of machine learning, artificial intelligence, reinforcement learning, computational optimization, neuroscience, and data science presenting a substantial array of ideas, technologies, algorithms, methods, and applications. |
| digital twin definition language: Cloud of Things Jitendra Kumar, G. R. Gangadharan, Ashutosh Kumar Singh, Chung-Nan Lee, 2024-08-07 Cloud computing is the on-demand availability of computer system resources, especially data storage and computing power, without direct active management by the user. This book explores algorithms, protocols, and system design principles of key smart technologies including cloud computing and the internet of things. • Discusses the system design principles in cloud computing along with artificial intelligence, machine learning, and data analytics applications • Presents blockchain-based solutions, cyber-physical system applications, and deep learning approaches to solving practical problems • Highlights important concepts including the cloud of things architecture, cloud service management and virtualization, and resource management techniques • Covers advanced technologies including fog computing, edge computing, and distributed intelligence • Explores cloud-enabling technology, broadband networks and internet architecture, internet service providers (ISPs), and connectionless packet switching. The book is primarily written for graduate students, academic researchers, and professionals in the field of computer science and engineering, electrical engineering, and information technology. |
| digital twin definition language: Digital Twins: Basics and Applications Zhihan Lv, Elena Fersman, 2022-11-18 This book comprehensively introduces readers to Digital Twins, from the basic concepts, core technologies and technical architecture, to application scenarios and other aspects. Readers will gain a profound understanding of the emerging discipline of Digital Twins. Covering the latest and cutting-edge application technologies of Digital Twins in various fields, the book offers practitioners concrete problem-solving strategies. At the same time, it helps those working in Digital Twins-related fields to deepen their understanding of the industry and enhance their professional knowledge and skills. Given its scope, the book can also be used as teaching material or a reference book for teachers and students of product design, industrial design, design management, design marketing and related disciplines at colleges and universities. Covering a variety of groundbreaking Digital Twins technologies, it can also provide new directions for researchers. |
| digital twin definition language: The Digital Twin Paradigm for Smarter Systems and Environments: The Industry Use Cases , 2020-01-28 The Digital Twin Paradigm for Smarter Systems and Environments: The Industry Use Cases, Volume 117, the latest volume in the Advances in Computers series, presents detailed coverage of new advancements in computer hardware, software, theory, design and applications. Chapters vividly illustrate how the emerging discipline of digital twin is strategically contributing to various digital transformation initiatives. Specific chapters cover Demystifying the Digital Twin Paradigm, Digital Twin Technology for Smarter Manufacturing, The Fog Computing/ Edge Computing to leverage Digital Twin, The industry use cases for the Digital Twin idea, Enabling Digital Twin at the Edge, The Industrial Internet of Things (IIOT), and much more. |
| digital twin definition language: Edge Computing and Capability-Oriented Architecture Haishi Bai, Boris Scholl, 2021-08-15 Fueled by ubiquitous computing ambitions, the edge is at the center of confluence of many emergent technological trends such as hardware-rooted trust and code integrity, 5G, data privacy and sovereignty, blockchains and distributed ledgers, ubiquitous sensors and drones, autonomous systems and real-time stream processing. Hardware and software pattern maturity have reached a tipping point so that scenarios like smart homes, smart factories, smart buildings, smart cities, smart grids, smart cars, smart highways are in reach of becoming a reality. While there is a great desire to bring born-in-the-cloud patterns and technologies such as zero-downtime software and hardware updates/upgrades to the edge, developers and operators alike face a unique set of challenges due to environmental differences such as resource constraints, network availability and heterogeneity of the environment. The first part of the book discusses various edge computing patterns which the authors have observed, and the reasons why these observations have led them to believe that there is a need for a new architectural paradigm for the new problem domain. Edge computing is examined from the app designer and architect’s perspectives. When they design for edge computing, they need a new design language that can help them to express how capabilities are discovered, delivered and consumed, and how to leverage these capabilities regardless of location and network connectivity. Capability-Oriented Architecture is designed to provide a framework for all of these. This book is for everyone who is interested in understanding what ubiquitous and edge computing means, why it is growing in importance and its opportunities to you as a technologist or decision maker. The book covers the broad spectrum of edge environments, their challenges and how you can address them as a developer or an operator. The book concludes with an introduction to a new architectural paradigm called capability-based architecture, which takes into consideration the capabilities provided by an edge environment. . |
| digital twin definition language: Advances on P2P, Parallel, Grid, Cloud and Internet Computing Leonard Barolli, Makoto Takizawa, Tomoki Yoshihisa, Flora Amato, Makoto Ikeda, 2020-10-08 This book aims to provide the latest research findings, innovative research results, methods and development techniques from both theoretical and practical perspectives related to P2P, Grid, Cloud and Internet computing as well as to reveal synergies among such large-scale computing paradigms. P2P, Grid, Cloud and Internet computing technologies have been very fast established as breakthrough paradigms for solving complex problems by enabling aggregation and sharing of an increasing variety of distributed computational resources at large scale. Grid Computing originated as a paradigm for high-performance computing, as an alternative to expensive supercomputers through different forms of large-scale distributed computing. P2P Computing emerged as a new paradigm after client–server and web-based computing and has shown useful to the development of social networking, B2B (Business to Business), B2C (Business to Consumer), B2G (Business to Government), B2E (Business to Employee), and so on. Cloud Computing has been defined as a “computing paradigm where the boundaries of computing are determined by economic rationale rather than technical limits”. Cloud computing has fast become the computing paradigm with applicability and adoption in all application domains and providing utility computing at large scale. Finally, Internet Computing is the basis of any large-scale distributed computing paradigms; it has very fast developed into a vast area of flourishing field with enormous impact on today’s information societies serving thus as a universal platform comprising a large variety of computing forms such as Grid, P2P, Cloud and Mobile computing. |
| digital twin definition language: Quality of Information and Communications Technology José Maria Fernandes, Guilherme H. Travassos, Valentina Lenarduzzi, Xiaozhou Li, 2023-09-12 This book constitutes the refereed proceedings of the 16th International Conference on Quality of Information and Communications Technology, QUATIC 2023, held in Aveiro, Portugal, during September 11–13, 2023.The 17 full papers and 4 short papers included in this book were carefully reviewed and selected from 37 submissions. They were organized in topical sections as follows: Disseminating Advanced Methods, Techniques, and Tools for Supporting Quality ICT Engineering and Management Approaches. |
| digital twin definition language: Multidimensional Signals, Augmented Reality and Information Technologies Roumen Kountchev, Srikanta Patnaik, Wenfeng Wang, Roumiana Kountcheva, 2024-02-05 This book features a collection of high-quality, peer-reviewed research papers presented at Second 'World Conference on Intelligent and 3-D Technologies' (WCI3DT 2023), held in China during May 26–28, 2023. The book provides an opportunity to researchers and academia as well as practitioners from industry to publish their ideas and recent research development work on all aspects of 3D imaging technologies and artificial intelligence, their applications and other related areas. The book presents ideas and the works of scientists, engineers, educators and students from all over the world from institutions and industries. |
| digital twin definition language: Models@run.time Nelly Bencomo, Robert B. France, Betty H.C. Cheng, Uwe Aßmann, 2014-07-18 Traditionally, research on model-driven engineering (MDE) has mainly focused on the use of models at the design, implementation, and verification stages of development. This work has produced relatively mature techniques and tools that are currently being used in industry and academia. However, software models also have the potential to be used at runtime, to monitor and verify particular aspects of runtime behavior, and to implement self-* capabilities (e.g., adaptation technologies used in self-healing, self-managing, self-optimizing systems). A key benefit of using models at runtime is that they can provide a richer semantic base for runtime decision-making related to runtime system concerns associated with autonomic and adaptive systems. This book is one of the outcomes of the Dagstuhl Seminar 11481 on models@run.time held in November/December 2011, discussing foundations, techniques, mechanisms, state of the art, research challenges, and applications for the use of runtime models. The book comprises four research roadmaps, written by the original participants of the Dagstuhl Seminar over the course of two years following the seminar, and seven research papers from experts in the area. The roadmap papers provide insights to key features of the use of runtime models and identify the following research challenges: the need for a reference architecture, uncertainty tackled by runtime models, mechanisms for leveraging runtime models for self-adaptive software, and the use of models at runtime to address assurance for self-adaptive systems. |
| digital twin definition language: Enterprise Design, Operations, and Computing. EDOC 2022 Workshops Tiago Prince Sales, Henderik A. Proper, Giancarlo Guizzardi, Marco Montali, Fabrizio Maria Maggi, Claudenir M. Fonseca, 2023-02-23 This book constitutes revised selected papers from the international workshops, the EDOC Forum and the Demonstration and Doctoral Consortium track, that were held at the 26th International Conference on Enterprise Design, Operations, and Computing, EDOC 2022. The conference took place in Bozen-Bolzano, Italy, during October 3–7, 2022. The conference focuses on the area of enterprise computing, this year with the special emphasis on the theme of designing and operating “Flexible Enterprises”. Workshops within EDOC cover more focused topics and allow for the presentation and discussion of work that is in the earlier development stages. The 18 full and 8 short papers included in this volume were carefully reviewed and selected from 82 submissions. They stem from the following satellite events: – Workshop on Intelligent Digital Architecture, Methods, and Services for Industry 4.0 and Society 5.0 (IDAMS) – 14th Workshop on Service-oriented Enterprise Architecture for Enterprise Engineering (SoEA4EE) – 17th Workshop on Trends in Enterprise Architecture Research (TEAR) – EDOC Forum – Demonstrations Track – Doctoral Consortium |
| digital twin definition language: Digital Transformation of Learning Organizations Christian Helbig, Sandra Hofhues, Dirk Ifenthaler, Marc Egloffstein, 2021 This open access volume provides insight into how organizations change through the adoption of digital technologies. Opportunities and challenges for individuals as well as the organization are addressed. It features four major themes: 1. Current research exploring the theoretical underpinnings of digital transformation of organizations. 2. Insights into available digital technologies as well as organizational requirements for technology adoption. 3. Issues and challenges for designing and implementing digital transformation in learning organizations. 4. Case studies, empirical research findings, and examples from organizations which successfully adopted digital workplace learning. |
Digital Twin - OMG Wiki
Digital Twin* refers to a digital surrogate that is a dynamic physics-based description of physical assets, processes and / or systems that can be used for various purposes. The twin …
Definition Language with W3C Thing Description Standard
Microsoft's Digital Twin Definition Language enables modeling of the physical world with Azure services, while the W3C Thing Description standard provides an interoperable representation …
Digital Twins for Industrial Applications - iiconsortium.org
Feb 18, 2020 · We illustrate the relationships between an Industrial Internet of Things (IIoT) system and its twin with use cases. example usages of digital twins in various industries. …
WHAT IS A DIGITAL TWIN? DEFINITIONS AND INSIGHTS …
Based on a literature study and an industrial case study, an overarching definition of Digital twins is presented. Three characteristics were identified – representation of a physical system, …
Defining the digital twin
In simple terms, the xDT is the digital twin on a chip. The xDT uses data from a (relatively) small number of sensors embedded in the physical product to perform real-time simula-tions using …
Orion SysML Model, Digital Twin, and Lessons Learned for …
The Orion Digital Twin pro-vides an integrated schematics and simulation platform built to rapidly provide system information for the purp ose of informing decisions within flight operational …
Open-source collaboration drives digital twin innovation
61400-25-based Digital Twin Definition Language (DTDL) models for wind farms is an example of an accelerator that demonstrate how digital twins can be built in a standardized way while …
Interoperability of Digital Twins: Challenges, Success Factors, …
A digital twin is a virtual replica of a physical object or process, its “twin”. A digital twin needs to be synchronized with its physical counterpart through the
Modeling Capabilities of Digital Twin Platforms - Old Wine in …
This section introduces the term digital twin, describes each of the digital twin platforms we consider, and debates related work that is relevant to the topics investigated by this paper.
Proposal of Mapping Digital Twins Definition Language to …
For this reason, the main goal of this paper is to allow a Digital Twin based on the Digital Twins Definition Language to exchange data with any applications compliant to the Open Platform …
DIGITAL TWIN: DEFINITION & VALUE - Aerospace Industries …
A Digital Twin is a virtual representation of a connected physical asset and encompasses its entire product lifecycle. Its value stems from the ability to shift work from a physical environment into …
Digital Twins in a Nutshell - NASA Technical Reports Server …
Digital Twin “Definitions” A digital twin is a set of virtual information constructs that mimics the structure, context, and behavior of a natural, engineered, or social system (or system-of …
Digital Twins for Electronics Packaging and Systems - IEEE
Digital Twins (DT) have become a groundbreaking concept in the field of electronics packaging and electronic systems. In an era characterized by rapid technological advances and …
Digital Twin: A Quick Overview - International Test and …
Digital Twin Definition In this overview, we will discuss the definition of ^digital twin _67 and the relationship between ^digital 68 twin _ and related terms often used in the same discussion.
A Short Introduction to Digital Twins - iiconsortium.org
digital twin contains computational or analytic models that are required to describe, understand and predict the real-world object’s operational states and behaviors, as well as models that are …
From Digital Twins to Digital Twin Prototypes: Concepts
However, there is no consensual definition of what a digital twin is. In this paper, we provide an overview of the current state of the digital twin concept and formalize the digital twin concept …
The digital twin concept: A definition attempt - uliege.be
To identify what are the key elements that should be found in the definition of a digital twin, this note will first analyse and compare the results obtained in two recent literature reviews on the …
AN INTRODUCTION TO DIGITAL TWINS - informs-sim.org
Table1collects significant definitions of digital twin. Definition 1 has been proposed within a NASA’s roadmap on modeling and simulation and proposes that digital twins could support …
What is a Digital Twin Anyway? Deriving the Definition for the …
Oct 1, 2024 · “Digital Twin” from a practical perspective across various domains, contrasting them with those that do not, to identify deviations. We investigate the evolution of digital twin …
What is a Digital Twin anyway? Deriving the definition for the …
One of the key findings is that the definition of digital twins has not yet reached its equilibrium phase, highlighting the need for ongoing revisions as technologies emerge or existing ones …
Digital Twin - OMG Wiki
Digital Twin* refers to a digital surrogate that is a dynamic physics-based description of physical assets, processes and / or systems that can be used for various purposes. The twin …
Definition Language with W3C Thing Description Standard
Microsoft's Digital Twin Definition Language enables modeling of the physical world with Azure services, while the W3C Thing Description standard provides an interoperable representation …
Digital Twins for Industrial Applications - iiconsortium.org
Feb 18, 2020 · We illustrate the relationships between an Industrial Internet of Things (IIoT) system and its twin with use cases. example usages of digital twins in various industries. …
WHAT IS A DIGITAL TWIN? DEFINITIONS AND INSIGHTS …
Based on a literature study and an industrial case study, an overarching definition of Digital twins is presented. Three characteristics were identified – representation of a physical system, …
Defining the digital twin
In simple terms, the xDT is the digital twin on a chip. The xDT uses data from a (relatively) small number of sensors embedded in the physical product to perform real-time simula-tions using …
Orion SysML Model, Digital Twin, and Lessons Learned for …
The Orion Digital Twin pro-vides an integrated schematics and simulation platform built to rapidly provide system information for the purp ose of informing decisions within flight operational …
Open-source collaboration drives digital twin innovation
61400-25-based Digital Twin Definition Language (DTDL) models for wind farms is an example of an accelerator that demonstrate how digital twins can be built in a standardized way while …
Interoperability of Digital Twins: Challenges, Success Factors, …
A digital twin is a virtual replica of a physical object or process, its “twin”. A digital twin needs to be synchronized with its physical counterpart through the
Modeling Capabilities of Digital Twin Platforms - Old Wine in …
This section introduces the term digital twin, describes each of the digital twin platforms we consider, and debates related work that is relevant to the topics investigated by this paper.
Proposal of Mapping Digital Twins Definition Language to …
For this reason, the main goal of this paper is to allow a Digital Twin based on the Digital Twins Definition Language to exchange data with any applications compliant to the Open Platform …
DIGITAL TWIN: DEFINITION & VALUE - Aerospace Industries …
A Digital Twin is a virtual representation of a connected physical asset and encompasses its entire product lifecycle. Its value stems from the ability to shift work from a physical environment into …
Digital Twins in a Nutshell - NASA Technical Reports Server …
Digital Twin “Definitions” A digital twin is a set of virtual information constructs that mimics the structure, context, and behavior of a natural, engineered, or social system (or system-of …
Digital Twins for Electronics Packaging and Systems - IEEE
Digital Twins (DT) have become a groundbreaking concept in the field of electronics packaging and electronic systems. In an era characterized by rapid technological advances and …
Digital Twin: A Quick Overview - International Test and …
Digital Twin Definition In this overview, we will discuss the definition of ^digital twin _67 and the relationship between ^digital 68 twin _ and related terms often used in the same discussion.
A Short Introduction to Digital Twins - iiconsortium.org
digital twin contains computational or analytic models that are required to describe, understand and predict the real-world object’s operational states and behaviors, as well as models that are …
From Digital Twins to Digital Twin Prototypes: Concepts
However, there is no consensual definition of what a digital twin is. In this paper, we provide an overview of the current state of the digital twin concept and formalize the digital twin concept …
The digital twin concept: A definition attempt - uliege.be
To identify what are the key elements that should be found in the definition of a digital twin, this note will first analyse and compare the results obtained in two recent literature reviews on the …
AN INTRODUCTION TO DIGITAL TWINS - informs-sim.org
Table1collects significant definitions of digital twin. Definition 1 has been proposed within a NASA’s roadmap on modeling and simulation and proposes that digital twins could support …
What is a Digital Twin Anyway? Deriving the Definition for …
Oct 1, 2024 · “Digital Twin” from a practical perspective across various domains, contrasting them with those that do not, to identify deviations. We investigate the evolution of digital twin …
What is a Digital Twin anyway? Deriving the definition for …
One of the key findings is that the definition of digital twins has not yet reached its equilibrium phase, highlighting the need for ongoing revisions as technologies emerge or existing ones …
