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Digital Twin Development And Deployment On The Cloud

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Digital Twin Development and Deployment on the Cloud

Digital Twin Development and Deployment on the Cloud Book
Author : Nassim Khaled,Bibin Pattel,Affan Siddiqui
Publisher : Academic Press
Release : 2020-05-24
ISBN : 0128216468
Language : En, Es, Fr & De

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Book Description :

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

Building Industrial Digital Twins

Building Industrial Digital Twins Book
Author : Shyam Varan Nath,Pieter van Schalkwyk,Dan Isaacs
Publisher : Packt Publishing Ltd
Release : 2021-11-02
ISBN : 1839214511
Language : En, Es, Fr & De

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Book Description :

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 Features Create a digital twin prototype using Microsoft Azure Digital Twin Explore the digital twin approach to the design, operations, and maintenance of industrial assets and products Understand key characteristics and components of a digital twin through practical use cases and business scenarios Book 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 learn Identify key criteria for the applicability of digital twins in your organization Explore the RACI matrix and rapid experimentation for choosing the right tech stack for your digital twin system Evaluate public cloud, industrial IoT, and enterprise platforms to set up your prototype Develop a digital twin prototype and validate it using a unit test, integration test, and functional test Perform an RoI analysis of your digital twin to determine its economic viability for the business Discover techniques to improve your digital twin for future enhancements Who 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.

Robotics Machinery and Engineering Technology for Precision Agriculture

Robotics  Machinery and Engineering Technology for Precision Agriculture Book
Author : Mark Shamtsyan
Publisher : Springer Nature
Release : 2021-12-07
ISBN : 9811638446
Language : En, Es, Fr & De

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Book Description :

Download Robotics Machinery and Engineering Technology for Precision Agriculture book written by Mark Shamtsyan, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Boosting Collaborative Networks 4 0

Boosting Collaborative Networks 4 0 Book
Author : Luis M. Camarinha-Matos,Hamideh Afsarmanesh,Angel Ortiz
Publisher : Springer Nature
Release : 2020
ISBN : 3030624129
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the 21st IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2020, held in Valencia, Spain, in November 2020. The conference was held virtually. The 53 full papers were carefully reviewed and selected from 135 submissions. They provide a comprehensive overview of major challenges and recent advances in various domains related to the digital transformation and collaborative networks and their applications with a strong focus on the following areas related to the main theme of the conference: collaborative business ecosystems; collaborative business models; collaboration platform; data and knowledge services; blockchain and knowledge graphs; maintenance, compliance and liability; digital transformation; skills for organizations of the future; collaboration in open innovation; collaboration in supply chain; simulation and analysis in collaborative systems; product and service systems; collaboration impacts; boosting sustainability through collaboration in Agri-food 4.0; digital innovation hubs for digitalizing European industry; and collaborative networks for health and wellness data management.

DigiTwin

DigiTwin Book
Author : Josip Stjepandić,Markus Sommer,Berend Denkena
Publisher : Springer Nature
Release : 2022
ISBN : 3030775399
Language : En, Es, Fr & De

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Book Description :

The focus of this book is an application of Digital Twin as a concept and an approach, based on the most accurate view on a physical production system and its digital representation of complex engineering products and systems. It describes a methodology to create and use Digital Twin in a built environment for the improvement and optimization of factory processes such as factory planning, investment planning, bottleneck analysis, and in-house material transport. The book provides a practical response based on achievements of engineering informatics in solving challenges related to the optimization of factory layout and corresponding processes. This book introduces the topic, providing a foundation of knowledge on process planning, before discussing the acquisition of objects in a factory and the methods for object recognition. It presents process simulation techniques, explores challenges in process planning, and concludes by looking at future areas of progression. By providing a holistic, trans-disciplinary perspective, this book will showcase Digital Twin technology as state-of-the-art both in research and practice.

Sustainable Intelligent Systems

Sustainable Intelligent Systems Book
Author : Amit Joshi
Publisher : Springer Nature
Release : 2021
ISBN : 9813349018
Language : En, Es, Fr & De

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Book Description :

This book discusses issues related to ICT, intelligent systems, data science, AI, machine learning, sustainable development and overall their impacts on sustainability. It provides an overview of the technologies of future. The book also discusses novel intelligent algorithms and their applications to move from a data-centric world to sustainable world. It includes research paradigms on sustainable development goals and societal impacts. The book provides an overview of cutting-edge techniques toward sustainability and ideas to help researchers who want to understand the challenges and opportunities of using smart management perspective for sustainable society. It serves as a reference to wide ranges of readers from computer science, data analysts, AI technocrats and management researchers.

The Digital Twin Paradigm for Smarter Systems and Environments the Industry Use Cases

The Digital Twin Paradigm for Smarter Systems and Environments  the Industry Use Cases Book
Author : Preetha Evangeline
Publisher : Academic Press
Release : 2020-02
ISBN : 0128187565
Language : En, Es, Fr & De

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Book Description :

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. Provides in-depth descriptions of digital transformation technologies and tools Covers various research accomplishments in this flourishing field of relevance Includes many detailed industry use cases with all the right information

Digital Twins

Digital Twins Book
Author : Christoph Herwig,Ralf Pörtner,Johannes Möller
Publisher : Springer Nature
Release : 2021-05-27
ISBN : 3030716600
Language : En, Es, Fr & De

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Book Description :

This is the first of two volumes that together provide an overview of the latest advances in the generation and application of digital twins in bioprocess design and optimization. Both processes have undergone significant changes over the past few decades, moving from data-driven approaches into the 21st-century digitalization of the bioprocess industry. Moreover, the high demand for biotechnological products calls for efficient methods during research and development, as well as during tech transfer and routine manufacturing. In this regard, one promising tool is the use of digital twins, which offer a virtual representation of the bioprocess. They reflect the mechanistics of the biological system and the interactions between process parameters, key performance indicators and product quality attributes in the form of a mathematical process model. Furthermore, digital twins allow us to use computer-aided methods to gain an improved process understanding, to test and plan novel bioprocesses, and to efficiently monitor them. This book explains the mathematical structure of digital twins, their development and the model’s respective parts, as well as concepts for the knowledge-driven generation and structural variability of digital twins. Covering fundamentals as well as applications, the two volumes offer the ideal introduction to the topic for researchers in academy and industry alike.

Emerging Trends in Intelligent and Interactive Systems and Applications

Emerging Trends in Intelligent and Interactive Systems and Applications Book
Author : Madjid Tavana,Reda Alhajj
Publisher : Springer Nature
Release : 2020
ISBN : 3030637840
Language : En, Es, Fr & De

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Book Description :

This book reports on the proceeding of the 5th International Conference on Intelligent, Interactive Systems and Applications (IISA 2020), held in Shanghai, China, on September 25-27, 2020. The IISA proceedings, with the latest scientific findings, and methods for solving intriguing problems, are a reference for state-of-the-art works on intelligent and interactive systems. This book covers nine interesting and current topics on different systems' orientations, including Analytical Systems, Database Management Systems, Electronics Systems, Energy Systems, Intelligent Systems, Network Systems, Optimization Systems, and Pattern Recognition Systems and Applications. The chapters included in this book cover significant recent developments in the field, both in terms of theoretical foundations and their practical application. An important characteristic of the works included here is the novelty of the solution approaches to the most interesting applications of intelligent and interactive systems.

Design and Operation of Production Networks for Mass Personalization in the Era of Cloud Technology

Design and Operation of Production Networks for Mass Personalization in the Era of Cloud Technology Book
Author : Dimitris Mourtzis
Publisher : Elsevier
Release : 2021-11-12
ISBN : 0128236582
Language : En, Es, Fr & De

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Book Description :

Design and Operation of Production Networks for Mass Personalization in the Era of Cloud Technology draws on the latest industry advances to provide everything needed for the effective implementation of this powerful tool. Shorter product lifecycles have increased pressure on manufacturers through the increasing variety and complexity of production, challenging their workforce to remain competitive and profitable. This has led to innovation in production network methodologies, which together with opportunities provided by new digital technologies has fed a rapid evolution of production engineering that has opened new solutions to the challenges of mass personalization and market uncertainty. In addition to the latest developments in cloud technology, reference is made to key enabling technologies, including artificial intelligence, the digital twin, big data analytics, and the internet of things (IoT) to help users integrate the cloud approach with a fully digitalized production system. Presents diverse cases that show how cloud-based technologies can be used in different ways as part of the standard operation of global production networks Provides detailed reviews of new technologies like the digital twin, big data analytics, and blockchain to provide context on the role of cloud technologies in a fully digitalized system Explores future trends for cloud technology and production engineering

Software Architecture

Software Architecture Book
Author : Anton Jansen,Ivano Malavolta,Henry Muccini,Ipek Ozkaya,Olaf Zimmermann
Publisher : Springer Nature
Release : 2020-09-09
ISBN : 3030589234
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the 14th International Conference on Software Architecture, ECSA 2020, held in A’quila, Italy, in September 2020. In the Research Track, 12 full papers presented together with 5 short papers were carefully reviewed and selected from 103 submissions. They are organized in topical sections as follows: microservices; uncertainty, self-adaptive, and open systems; model-based approaches; performance and security engineering; architectural smells and source code analysis; education and training; experiences and learnings from industrial case studies; and architecting contemporary distributed systems. In the Industrial Track, 11 submissions were received and 6 were accepted to form part of these proceedings. In addition the book contains 3 keynote talks. Due to the Corona pandemic ECSA 2020 was held as an virtual event.

A Modern Guide to the Digitalization of Infrastructure

A Modern Guide to the Digitalization of Infrastructure Book
Author : Montero, Juan,Finger, Matthias
Publisher : Edward Elgar Publishing
Release : 2021-09-23
ISBN : 1839106050
Language : En, Es, Fr & De

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Book Description :

Providing a coherent and multidisciplinary approach to digitalization, this Modern Guide aims to systematize how the digitalization process affects infrastructure-based industries, including telecommunications, transport, energy, water and postal services.

Handbook Of Digital Enterprise Systems Digital Twins Simulation And Ai

Handbook Of Digital Enterprise Systems  Digital Twins  Simulation And Ai Book
Author : Wolfgang Kuhn
Publisher : World Scientific
Release : 2019-06-04
ISBN : 9811200750
Language : En, Es, Fr & De

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Book Description :

Digitalization is changing nearly everything. This compendium highlights a comprehensive understanding of the concepts and technologies about digitalization in industrial environments, using the Industrial Internet of Things, Digital Twins and data-driven decision-making approaches including Artificial Intelligence.The overview of industrial enterprise platforms and the consideration of future trends gives a fundamental idea of concepts and strategies, how to get started and about the required changes of business models.

SuperSight

SuperSight Book
Author : David Rose
Publisher : BenBella Books
Release : 2021-11-09
ISBN : 1637740123
Language : En, Es, Fr & De

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Book Description :

For thousands of years, human vision has been largely unchanged by evolution. We’re about to get a software update. Today, Apple, Google, Microsoft, Facebook, Snap, Samsung, and a host of startups are racing to radically change the way we see. The building blocks are already falling into place: cloud computing and 5G networks, AI computer vision algorithms, smart glasses and VR headsets, and mixed reality games like Pokémon GO. But what’s coming next is a fundamental shift in how we experience the world and interact with each other. Over the next decade, what we see and how we see it will no longer be bound by biology. Instead, our everyday vision will be augmented with digital information to give us what spatial computing pioneer David Rose calls “SuperSight.” And as our view of the world becomes blended layers of information delivered via glasses, contact lenses, or projected light, it will fundamentally change learning, shopping, work, play, and much, much more. David provides an insider’s guide to the way our lives are about to change, while also unpacking the downsides of this coming world—what he calls the hazards of SuperSight, from equity and access issues to bubble filter problems—and proposing rational, actionable ways around them. From AI mirrors that advise us on our outfits, to museums that let us talk with deceased explorers and artists, to the ways we envision sustainable cities, the scope of augmented vision is boundless. SuperSight offers a rich speculative preview of the future and its implications, both shocking and thrilling.

Industry 4 0

Industry 4 0 Book
Author : Kaushik Kumar,Divya Zindani,J. Paulo Davim
Publisher : Springer
Release : 2019-05-13
ISBN : 9811381658
Language : En, Es, Fr & De

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Book Description :

This book provides an overview of the burgeoning next generation of industry- Industry 4.0, which promises to increase flexibility in manufacturing in tandem with mass communication, improved productivity and better quality. This volume provides a comprehensive and holistic overview of intelligent manufacturing, process planning, assessment of product development opportunities, aspects of risk management, education and qualification requirements, socio-technical considerations and the sustainability of business models. This volume will be of interest to engineers, entrepreneurs, academics and students working in these fields.

Handbook of Research on Developing Smart Cities Based on Digital Twins

Handbook of Research on Developing Smart Cities Based on Digital Twins Book
Author : Del Giudice, Matteo,Osello, Anna
Publisher : IGI Global
Release : 2021-01-15
ISBN : 1799870936
Language : En, Es, Fr & De

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Book Description :

The advent of connected, smart technologies for the built environment may promise a significant value that has to be reached to develop digital city models. At the international level, the role of digital twin is strictly related to massive amounts of data that need to be processed, which proposes several challenges in terms of digital technologies capability, computing, interoperability, simulation, calibration, and representation. In these terms, the development of 3D parametric models as digital twins to evaluate energy assessment of private and public buildings is considered one of the main challenges of the last years. The ability to gather, manage, and communicate contents related to energy saving in buildings for the development of smart cities must be considered a specificity in the age of connection to increase citizen awareness of these fields. The Handbook of Research on Developing Smart Cities Based on Digital Twins contains in-depth research focused on the description of methods, processes, and tools that can be adopted to achieve smart city goals. The book presents a valid medium for disseminating innovative data management methods related to smart city topics. While highlighting topics such as data visualization, a web-based ICT platform, and data-sharing methods, this book is ideally intended for researchers in the building industry, energy, and computer science fields; public administrators; building managers; and energy professionals along with practitioners, stakeholders, researchers, academicians, and students interested in the implementation of smart technologies for the built environment.

Digital Twin Fundamental Concepts to Applications in Advanced Manufacturing

Digital Twin    Fundamental Concepts to Applications in Advanced Manufacturing Book
Author : Surjya Kanta Pal,Debasish Mishra,Arpan Pal,Samik Dutta,Debashish Chakravarty
Publisher : Springer Nature
Release : 2021
ISBN : 3030818152
Language : En, Es, Fr & De

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Book Description :

This book provides readers with a guide to the use of Digital Twin in manufacturing. It presents a collection of fundamental ideas about sensor electronics and data acquisition, signal and image processing techniques, seamless data communications, artificial intelligence and machine learning for decision making, and explains their necessity for the practical application of Digital Twin in Industry. Providing case studies relevant to the manufacturing processes, systems, and sub-systems, this book is beneficial for both academics and industry professionals within the field of Industry 4.0 and digital manufacturing.

Innovative Processing Methods For Synthesizing Advanced Structural And Functional Materials

Innovative Processing Methods For Synthesizing Advanced Structural And Functional Materials Book
Author : Dr. Mohamed Zakaulla
Publisher : RED'SHINE Publication. Pvt. Ltd
Release : 2021-12-07
ISBN : 9389840902
Language : En, Es, Fr & De

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Book Description :

Download Innovative Processing Methods For Synthesizing Advanced Structural And Functional Materials book written by Dr. Mohamed Zakaulla, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Microservices

Microservices Book
Author : Antonio Bucchiarone,Nicola Dragoni,Schahram Dustdar,Patricia Lago,Manuel Mazzara,Victor Rivera,Andrey Sadovykh
Publisher : Springer Nature
Release : 2019-12-11
ISBN : 3030316467
Language : En, Es, Fr & De

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Book Description :

This book describes in contributions by scientists and practitioners the development of scientific concepts, technologies, engineering techniques and tools for a service-based society. The focus is on microservices, i.e cohesive, independent processes deployed in isolation and equipped with dedicated memory persistence tools, which interact via messages. The book is structured in six parts. Part 1 “Opening” analyzes the new (and old) challenges including service design and specification, data integrity, and consistency management and provides the introductory information needed to successfully digest the remaining parts. Part 2 “Migration” discusses the issue of migration from monoliths to microservices and their loosely coupled architecture. Part 3 “Modeling” introduces a catalog and a taxonomy of the most common microservices anti-patterns and identifies common problems. It also explains the concept of RESTful conversations and presents insights from studying and developing two further modeling approaches. Next , Part 4 is dedicated to various aspects of “Development and Deployment”. Part 5 then covers “Applications” of microservices, presenting case studies from Industry 4.0, Netflix, and customized SaaS examples. Eventually, Part 6 focuses on “Education” and reports on experiences made in special programs, both at academic level as a master program course and for practitioners in an industrial training. As only a joint effort between academia and industry can lead to the release of modern paradigm-based programming languages, and subsequently to the deployment of robust and scalable software systems, the book mainly targets researchers in academia and industry who develop tools and applications for microservices.

Digital Twin Technologies and Smart Cities

Digital Twin Technologies and Smart Cities Book
Author : Maryam Farsi,Alireza Daneshkhah,Amin Hosseinian-Far,Hamid Jahankhani
Publisher : Springer
Release : 2019-07-22
ISBN : 3030187322
Language : En, Es, Fr & De

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Book Description :

This book provides a holistic perspective on Digital Twin (DT) technologies, and presents cutting-edge research in the field. It assesses the opportunities that DT can offer for smart cities, and covers the requirements for ensuring secure, safe and sustainable smart cities. Further, the book demonstrates that DT and its benefits with regard to: data visualisation, real-time data analytics, and learning leading to improved confidence in decision making; reasoning, monitoring and warning to support accurate diagnostics and prognostics; acting using edge control and what-if analysis; and connection with back-end business applications hold significant potential for applications in smart cities, by employing a wide range of sensory and data-acquisition systems in various parts of the urban infrastructure. The contributing authors reveal how and why DT technologies that are used for monitoring, visualising, diagnosing and predicting in real-time are vital to cities’ sustainability and efficiency. The concepts outlined in the book represents a city together with all of its infrastructure elements, which communicate with each other in a complex manner. Moreover, securing Internet of Things (IoT) which is one of the key enablers of DT’s is discussed in details and from various perspectives. The book offers an outstanding reference guide for practitioners and researchers in manufacturing, operations research and communications, who are considering digitising some of their assets and related services. It is also a valuable asset for graduate students and academics who are looking to identify research gaps and develop their own proposals for further research.