Implementa O De Digital Twins Programado Em Python
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Implementa O De Digital Twins Programado Em Python
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Author : Vitor Amadeu Souza
language : pt-BR
Publisher: Clube de Autores
Release Date : 2025-06-28
Implementa O De Digital Twins Programado Em Python written by Vitor Amadeu Souza and has been published by Clube de Autores this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-28 with Computers categories.
Os gêmeos digitais representam uma das tecnologias mais inovadoras da Indústria 4.0, permitindo simular e monitorar em tempo real o comportamento de sistemas físicos por meio de seus equivalentes virtuais. Este exemplo apresenta uma implementação simplificada de gêmeo digital utilizando Python, com foco em conceitos fundamentais como modelagem, sensores virtuais e previsão de estados. Para isso, será simulado o funcionamento de um tanque de água, em que um sistema físico virtual (o tanque real) tem seu nível de água alterado ao longo do tempo, com entrada e consumo constantes. Um sensor simulado capta esse nível, mas com ruído, refletindo a incerteza presente em medições reais. Enquanto isso, o gêmeo digital acompanha o sistema, estimando o nível do tanque com base em um modelo computacional determinístico, livre de ruído. Por meio dessa simulação, o leitor compreenderá como os gêmeos digitais podem ser usados para acompanhar, prever e até corrigir o comportamento de sistemas físicos, mesmo quando os dados de entrada apresentam imperfeições. O código apresentado é totalmente executável e serve como base para aplicações mais complexas em engenharia, automação e Internet das Coisas (IoT).
Digital Twins
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Author : Sunil Gupta
language : en
Publisher: Springer Nature
Release Date : 2024-11-19
Digital Twins written by Sunil Gupta and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-19 with Computers categories.
Digital twin technology has been rapidly evolving and gaining popularity in various fields such as manufacturing, energy, healthcare, and transportation. Digital twin is a virtual representation of a physical system or process that enables real-time monitoring, analysis, and optimization. This book will provide a comprehensive understanding of digital twin technology, its advancements, and applications. It will be useful for researchers, academics, practitioners, and students who are interested in the fields of engineering, computer science, data analytics, and Industry 4.0.
Digital Twin
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Author : Soheil Sabri
language : en
Publisher: Springer Nature
Release Date : 2024-12-14
Digital Twin written by Soheil Sabri and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-14 with Computers categories.
Digital twin technologies, currently at the forefront of development, play a crucial role in integrated systems, industrial design, manufacturing, data analytics, and decision-making processes. As we move forward, digital twin technologies, along with their enabling technologies such as Artificial Intelligence, Machine Learning, Internet of Things (IoT), metaverse, and advanced visualization features, will continue to drive digital transformation and innovation across various societal contexts. This book presents a conceptual framework that examines critical perspectives on digital twins across diverse disciplines. It evaluates the contributions of leading thinkers to the broader discourse about digital twins. The introductory chapter provides an overview of the entire book, summarizing all subsequent chapters. Chapter 2 delves into the fundamentals of digital twins, covering theories, definitions, and enabling technologies. Chapters 3 to 10 explore various application areas, including smart cities, manufacturing, healthcare, infrastructure, and supply chain. Chapter 10 specifically focuses on socio-technical aspects related to the design, development, and implementation of digital twins. It emphasizes the significance of digital twins as a public good and identifies opportunities, gaps, and challenges. The final chapter addresses the current and future need for skills in training, education, and awareness, proposing collaborative approaches for industry and academia.
Digital Twins
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Author : Yogini Borole
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2023-09-18
Digital Twins written by Yogini Borole and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-18 with Business & Economics categories.
This book explores the significance, challenges and benefits of digital twin technologies; it focuses in particular on various architectures, applications and challenges in the implementation of digital twins to Machine Learning and Internet of Things capabilities. Through the analysis of smart city and smart manufacturing case studies, the book explores the benefits of digital technologies in the Industry 4.0 Era.
Simulation Techniques Of Digital Twin In Real Time Applications
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Author : Abhineet Anand
language : en
Publisher: John Wiley & Sons
Release Date : 2024-07-03
Simulation Techniques Of Digital Twin In Real Time Applications written by Abhineet Anand and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-03 with Computers categories.
SIMULATION TECHNIQUES OF DIGITAL TWIN IN REAL-TIME APPLICATIONS The book gives a complete overview of implementing digital twin technology in real-time scenarios while emphasizing how this technology can be embedded with running technologies to solve all other issues. Divided into two parts with Part 1 focusing on simulated techniques in digital twin technology and Part 2 on real-time applications of digital twin technology, the book collects a significant number of important research articles from domain-specific experts. The book sheds light on the various techniques of digital twin technology that are implemented in various application areas. It emphasizes error findings and respective solutions before the actual event happens. Most of the features in the book are on the implementation of strategies in real-time applications. Various real-life experiences are taken to show the proper implementation of simulation technologies. The book shows how engineers of any technology can input their research ideas to convert to real scenarios by using replicas. Hence, the book has a collection of research articles from various engineers with expertise in different technologies from many regions of the world. It shows how to implement the embedded real-time data into technologies. Specifically, the chapters relate to the auto landing and cruising features in aerial vehicles, automated coal mining simulation strategy, the enhancement of workshop equipment, and implementation in power energy management for urban railways. This book also describes the coherent mechanism of digital twin technologies with deep neural networks and artificial intelligence. Audience Researchers, engineers, and students in computer science, software engineering and industrial engineering, will find this book to be very useful.
The Digital Twin
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Author : Noel Crespi
language : en
Publisher: Springer Nature
Release Date : 2023-06-02
The Digital Twin written by Noel Crespi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-02 with Technology & Engineering categories.
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.
Implementa O De Transformada Z Programado Em Python
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Author : Vitor Amadeu Souza
language : pt-BR
Publisher: Clube de Autores
Release Date : 2025-07-04
Implementa O De Transformada Z Programado Em Python written by Vitor Amadeu Souza and has been published by Clube de Autores this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-04 with Computers categories.
A Transformada Z é uma das ferramentas mais importantes na análise e no projeto de sistemas discretos no tempo, sendo amplamente utilizada em controle digital, processamento de sinais e engenharia de sistemas. No entanto, seu entendimento muitas vezes permanece restrito à teoria matemática, dificultando sua aplicação prática em ambientes reais de desenvolvimento. Este livro propõe uma abordagem clara, direta e totalmente programada em Python, conectando os fundamentos teóricos da Transformada Z com sua implementação computacional passo a passo. Voltado a estudantes de engenharia, professores, pesquisadores e profissionais da área técnica, o livro oferece um percurso acessível e eficiente para quem deseja compreender não apenas o “porquê”, mas o “como” da Transformada Z, com Python como ferramenta aliada. Com foco na aprendizagem aplicada, este livro é ideal para uso em sala de aula, laboratórios de simulação, estudos independentes ou como referência para projetos que envolvam sinais e sistemas digitais.
The Golden Book Of Digital Twins 2024 Edition
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Author : Diego Rodrigues
language : en
Publisher: Diego Rodrigues
Release Date : 2024-11-02
The Golden Book Of Digital Twins 2024 Edition written by Diego Rodrigues and has been published by Diego Rodrigues this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-02 with Business & Economics categories.
Welcome to the future of technology with "THE GOLDEN BOOK OF DIGITAL TWINS: The Technological Revolution in Monitoring and Control of Complex Variables." This book is your key to unlocking one of the most powerful innovations of our time: digital twins. Created to revolutionize how we manage and optimize complex physical systems, digital twins are transforming entire industries, from manufacturing to healthcare, transportation, and energy. Imagine being able to create a virtual replica of any physical system – a factory, an airplane, an electrical grid, or even a patient – that not only imitates but interacts and evolves in real time with its physical counterpart. This book will guide you from the basics to advanced applications of this fascinating technology, providing you with a deep and practical understanding of its functioning. Written by Diego Rodrigues, one of the world's leading experts in emerging technologies, this comprehensive guide offers: - Basic Concepts and History: Understand the origins and evolution of digital twins. - Architecture and Design: Explore different architectural models and best design practices. - Integration with IoT and Sensors: Learn how to connect IoT devices to collect real-time data. - Modeling and Simulation: Discover advanced modeling and simulation techniques to predict behaviors. - Artificial Intelligence and Machine Learning: See how AI and ML are enhancing digital twins for predictive analytics and optimization. - Practical Use Cases: Real examples of applications in various industries, showcasing the transformative impact of digital twins. Whether you are a student, professional, manager, or CEO, this book is written with you in mind. Each chapter is designed to provide valuable insights and practical applications that can be immediately implemented. Prepare to transform your knowledge and technological practices, and embark on a journey that goes beyond theory to the real and effective implementation of digital twins. TAGS Digital Twins IoT Artificial Intelligence Machine Learning Simulation Modeling Manufacturing Healthcare Energy Transportation Smart Cities Industry 4.0 Monitoring Failure Prediction Process Optimization Big Data Data Analysis Data Visualization Electrical Grids Predictive Maintenance Automation Quality Control Digital Transformation Digitization Systems Engineering Emerging Technology Sustainability Operational Efficiency Data Security 5G Connectivity Digital Infrastructure Precision Agriculture Virtual Prototyping Product Customization Project Management Disruptive Technologies Technological Innovation Industrial Transformation Product Development Personalized Treatment Plans Predictive Analysis Virtual Reality Augmented Reality Blockchain Cybersecurity Edge Computing Robotics Digital Health Digital Architecture IBM Digital Smart Energy AWS Google Meta Databricks Azure Microsoft Siemens GE Digital Dassault Systèmes NVIDIA Intel Python Java Linux Kali Linux HTML ASP.NET Ada Assembly Language BASIC Borland Delphi C C# C++ CSS Cobol Compilers DHTML Fortran General HTML Java JavaScript LISP PHP Pascal Perl Prolog RPG Ruby SQL Swift UML Elixir Haskell VBScript Visual Basic XHTML XML XSL Django Flask Ruby on Rails Angular React Vue.js Node.js Laravel Spring Hibernate .NET Core Express.js TensorFlow PyTorch Jupyter Notebook Keras Bootstrap Foundation jQuery SASS LESS Scala Groovy MATLAB R Objective-C Rust Go Kotlin TypeScript Elixir Dart SwiftUI Xamarin React Native NumPy Pandas SciPy Matplotlib Seaborn D3.js OpenCV NLTK PySpark BeautifulSoup Scikit-learn XGBoost CatBoost LightGBM FastAPI Celery Tornado Redis RabbitMQ Kubernetes Docker Jenkins Terraform Ansible Vagrant GitHub GitLab CircleCI Travis CI Linear Regression Logistic Regression Decision Trees Random Forests FastAPI AI ML K-Means Clustering Support Vector Tornado Machines Gradient Boosting Neural Networks LSTMs CNNs GANs ANDROID IOS MACOS WINDOWS Nmap Metasploit Framework Wireshark Aircrack-ng John the Ripper Burp Suite SQLmap Maltego Autopsy Volatility IDA Pro OllyDbg YARA Snort ClamAV iOS Netcat Tcpdump Foremost Cuckoo Sandbox Fierce HTTrack Kismet Hydra Nikto OpenVAS Nessus ZAP Radare2 Binwalk GDB OWASP Amass Dnsenum Dirbuster Wpscan Responder Setoolkit Searchsploit Recon-ng BeEF aws google cloud ibm azure databricks nvidia meta x Power BI IoT CI/CD Hadoop Spark Pandas NumPy Dask SQLAlchemy web scraping mysql big data science openai chatgpt Handler RunOnUiThread()Qiskit Q# Cassandra Bigtable VIRUS MALWARE docker kubernetes Kali Linux Nmap Metasploit Wireshark information security pen test cybersecurity Linux distributions ethical hacking vulnerability analysis system exploration wireless attacks web application security malware analysis social engineering Android iOS Social Engineering Toolkit SET computer science IT professionals cybersecurity careers cybersecurity expertise cybersecurity library cybersecurity training Linux operating systems cybersecurity tools ethical hacking tools security testing penetration test cycle security concepts mobile security cybersecurity fundamentals cybersecurity techniques cybersecurity skills cybersecurity industry global cybersecurity trends Kali Linux tools cybersecurity education cybersecurity innovation penetration test tools cybersecurity best practices global cybersecurity companies cybersecurity solutions IBM Google Microsoft AWS Cisco Oracle cybersecurity consulting cybersecurity framework network security cybersecurity courses cybersecurity tutorials Linux security cybersecurity challenges cybersecurity landscape cloud security cybersecurity threats cybersecurity compliance cybersecurity research cybersecurity technology
Digital Twin Technology
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Author : Gopal Chaudhary
language : en
Publisher: CRC Press
Release Date : 2021-10-05
Digital Twin Technology written by Gopal Chaudhary and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-05 with Computers categories.
Most of the business sectors consider the Digital Twin concept as the next big thing in the industry. A current state analysis of their digital counterparts helps in the prediction of the future of physical assets. Organizations obtain better insights on their product performance through the implementation of Digital Twins, and the applications of the technology are frequently in sectors such as manufacturing, automobile, retail, health care, smart cities, industrial IoT, etc. This book explores the latest developments and covers the significant challenges, issues, and advances in Digital Twin Technology. It will be an essential resource for anybody involved in related industries, as well as anybody interested in learning more about this nascent technology. This book includes: The future, present, and past of Digital Twin Technology. Digital twin technologies across the Internet of Drones, which developed various perceptive and autonomous capabilities, towards different control strategies such as object detection, navigation, security, collision avoidance, and backup. These approaches help to deal with the expansive growth of big data solutions. The recent digital twin concept in agriculture, which offers the vertical framing by IoT installation development to enhance the problematic food supply situation. It also allows for significant energy savings practices. It is highly required to overcome those challenges in developing advanced imaging methods of disease detection & prediction to achieve more accuracy in large land areas of crops. The welfare of upcoming archetypes such as digitalization in forensic analysis. The ideas of digital twin have arisen to style the corporeal entity and associated facts reachable software and customers over digital platforms. Wind catchers as earth building: Digital Twins vs. green sustainable architecture.
Digital Twin
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Author : Ranjan Ganguli
language : en
Publisher: CRC Press
Release Date : 2023-04-17
Digital Twin written by Ranjan Ganguli and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-17 with Computers categories.
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.