Digital Twin for Healthcare

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Author :
Publisher : Elsevier
ISBN 13 : 0323950957
Total Pages : 380 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Digital Twin for Healthcare by : Abdulmotaleb El Saddik

Download or read book Digital Twin for Healthcare written by Abdulmotaleb El Saddik and published by Elsevier. This book was released on 2022-11-21 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Technologies for Healthcare 4.0

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Author :
Publisher : IET
ISBN 13 : 1839535792
Total Pages : 227 pages
Book Rating : 4.8/5 (395 download)

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Book Synopsis Digital Twin Technologies for Healthcare 4.0 by : Rajesh Kumar Dhanaraj

Download or read book Digital Twin Technologies for Healthcare 4.0 written by Rajesh Kumar Dhanaraj and published by IET. This book was released on 2023-04-14 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses digital twin technologies for applications in the healthcare system. The book also addresses the various research perspectives and challenges in implementation of digital twin technology in terms of data analysis, cloud management and data privacy issues.

Digital Twin for Healthcare

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Author :
Publisher : Elsevier
ISBN 13 : 0323991637
Total Pages : 378 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Digital Twin for Healthcare by : Abdulmotaleb El Saddik

Download or read book Digital Twin for Healthcare written by Abdulmotaleb El Saddik and published by Elsevier. This book was released on 2022-11-15 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 twins technology in healthcare Facilitates new approaches for healthcare industry Explores different use cases of digital twins in healthcare

Digital Transformation in Healthcare 5.0

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Author :
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 311132785X
Total Pages : 348 pages
Book Rating : 4.1/5 (113 download)

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Book Synopsis Digital Transformation in Healthcare 5.0 by : Rishabha Malviya

Download or read book Digital Transformation in Healthcare 5.0 written by Rishabha Malviya and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-05-06 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Digital Transformation in Healthcare 5.0: IoT, AI, and Digital Twin" provides a comprehensive overview of the integration of cutting-edge technology with healthcare, from the Fourth Industrial Revolution (4IR) to the introduction of IoT, AI, and Digital Twin technologies. This in-depth discussion of the digital revolution expanding the healthcare industry covers a wide range of topics, including digital disruption in healthcare delivery, the impact of 4IR and Health 4.0, e-health services and applications, virtual reality's impact on accessible healthcare delivery, digital twins and dietary health technologies, big data analytics in healthcare systems, machine learning models for cost-effective healthcare delivery systems, affordable healthcare with machine learning, enhanced biomedical signal processing with machine learning, and data-driven AI for information retrieval of biomedical images.

Artificial Intelligence-Enabled Blockchain Technology and Digital Twin for Smart Hospitals

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1394287402
Total Pages : 500 pages
Book Rating : 4.3/5 (942 download)

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Book Synopsis Artificial Intelligence-Enabled Blockchain Technology and Digital Twin for Smart Hospitals by : Amit Kumar Tyagi

Download or read book Artificial Intelligence-Enabled Blockchain Technology and Digital Twin for Smart Hospitals written by Amit Kumar Tyagi and published by John Wiley & Sons. This book was released on 2024-09-11 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book uniquely explores the fundamentals of blockchain and digital twin and their uses in smart hospitals. Artificial Intelligence-Enabled Blockchain Technology and Digital Twin for Smart Hospitals provides fundamental information on blockchain and digital twin technology as effective solutions in smart hospitals. Digital twin technology enables the creation of real-time virtual replicas of hospital assets and patients, enhancing predictive maintenance, operational efficiency, and patient care. Blockchain technology provides a secure and transparent platform for managing and sharing sensitive data, such as medical records and pharmaceutical supply chains. By combining these technologies, smart hospitals can ensure data security, interoperability, and streamlined operations while providing patient-centered care. The book also explores the impact of collected medical data from real-time systems in smart hospitals, and by making it accessible to all doctors via a smartphone or mobile device for fast decisions. Inevitable challenges such as privacy concerns and integration costs must, of course, be addressed. However, the potential benefits in terms of improved healthcare quality, reduced costs, and global health initiatives makes the integration of these technologies a compelling avenue for the future of healthcare. Some of the topics that readers will find in this book include: Wireless Medical Sensor Networks in Smart Hospitals ● DNA Computing in Cryptography ● Enhancing Diabetic Retinopathy and Glaucoma Diagnosis through Efficient Retinal Vessel Segmentation and Disease Classification ● Machine Learning-Enabled Digital Twins for Diagnostic And Therapeutic Purposes ● Blockchain as the Backbone of a Connected Ecosystem of Smart Hospitals ● Blockchain for Edge Association in Digital Twin Empowered 6G Networks ● Blockchain for Security and Privacy in Smart Healthcare ● Blockchain-Enabled Internet of Things (IoTs) Platforms for IoT-Based Healthcare and Biomedical Sector ● Electronic Health Records in a Blockchain ● PSO-Based Hybrid Cardiovascular Disease Prediction for Using Artificial Flora Algorithm ● AI and Transfer Learning Based Framework for Efficient Classification And Detection Of Lyme Disease ● Framework for Gender Detection Using Facial Countenances ● Smartphone-Based Sensors for Biomedical Applications ● Blockchain for Improving Security and Privacy in the Smart Sensor Network ● Sensors and Digital Twin Application in Healthcare Facilities Management ● Integration of Internet of Medical Things (IoMT) with Blockchain Technology to Improve Security and Privacy ● Machine Learning-Driven Digital Twins for Precise Brain Tumor and Breast Cancer Assessment ● Ethical and Technological Convergence: AI and Blockchain in Halal Healthcare ● Digital Twin Application in Healthcare Facilities Management ● Cloud-based Digital Twinning for Structural Health Monitoring Using Deep Learning. Audience The book will be read by hospital and healthcare providers, administrators, policymakers, scientists and engineers in artificial intelligence, information technology, electronics engineering, and related disciplines.

Digital Twin Technology

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119842298
Total Pages : 276 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Digital Twin Technology by : Manisha Vohra

Download or read book Digital Twin Technology written by Manisha Vohra and published by John Wiley & Sons. This book was released on 2022-11-22 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Transforming Industry using Digital Twin Technology

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Author :
Publisher : Springer Nature
ISBN 13 : 3031585232
Total Pages : 324 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Transforming Industry using Digital Twin Technology by : Ashutosh Mishra

Download or read book Transforming Industry using Digital Twin Technology written by Ashutosh Mishra and published by Springer Nature. This book was released on with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Digital Twin Technology

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Author :
Publisher : CRC Press
ISBN 13 : 1000455874
Total Pages : 253 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Digital Twin Technology by : Gopal Chaudhary

Download or read book Digital Twin Technology written by Gopal Chaudhary and published by CRC Press. This book was released on 2021-10-05 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Exploring the Advancements and Future Directions of Digital Twins in Healthcare 6.0

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Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 468 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Exploring the Advancements and Future Directions of Digital Twins in Healthcare 6.0 by : Dubey, Archi

Download or read book Exploring the Advancements and Future Directions of Digital Twins in Healthcare 6.0 written by Dubey, Archi and published by IGI Global. This book was released on 2024-07-18 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: The healthcare industry is increasingly complex, demanding personalized treatments and efficient operational processes. Traditional research methods need help to keep pace with these demands, often leading to inefficiencies and suboptimal outcomes. Integrating digital twin technology presents a promising solution to these challenges, offering a virtual platform for modeling and simulating complex healthcare scenarios. However, the full potential of digital twins still needs to be explored mainly due to a lack of comprehensive guidance and practical insights for researchers and practitioners. Exploring the Advancements and Future Directions of Digital Twins in Healthcare 6.0 is not just a theoretical exploration. It is a practical guide that bridges the gap between theory and practice, offering real-world case studies, best practices, and insights into personalized medicine, real-time patient monitoring, and healthcare process optimization. By equipping you with the knowledge and tools needed to effectively integrate digital twins into your healthcare research and operations, this book is a valuable resource for researchers, academicians, medical practitioners, scientists, and students.

Digital Twin Driven Intelligent Systems and Emerging Metaverse

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Author :
Publisher :
ISBN 13 : 9789819902538
Total Pages : 0 pages
Book Rating : 4.9/5 (25 download)

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Book Synopsis Digital Twin Driven Intelligent Systems and Emerging Metaverse by : Enis Karaarslan

Download or read book Digital Twin Driven Intelligent Systems and Emerging Metaverse written by Enis Karaarslan and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Twins and Healthcare: Trends, Techniques, and Challenges

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Author :
Publisher : IGI Global
ISBN 13 : 1668459264
Total Pages : 310 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Digital Twins and Healthcare: Trends, Techniques, and Challenges by : Gaur, Loveleen

Download or read book Digital Twins and Healthcare: Trends, Techniques, and Challenges written by Gaur, Loveleen and published by IGI Global. This book was released on 2022-11-25 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: The healthcare industry is starting to adopt digital twins to improve personalized medicine, healthcare organization performance, and new medicine and devices. These digital twins can create useful models based on information from wearable devices, omics, and patient records to connect the dots across processes that span patients, doctors, and healthcare organizations as well as drug and device manufacturers. Digital twins are digital representations of human physiology built on computer models. The use of digital twins in healthcare is revolutionizing clinical processes and hospital management by enhancing medical care with digital tracking and advancing modelling of the human body. These tools are of great help to researchers in studying diseases, new drugs, and medical devices. Digital Twins and Healthcare: Trends, Techniques, and Challenges facilitates the advancement and knowledge dissemination in methodologies and applications of digital twins in the healthcare and medicine fields. This book raises interest and awareness of the uses of digital twins in healthcare in the research community. Covering topics such as deep neural network, edge computing, and transfer learning method, this premier reference source is an essential resource for hospital administrators, pharmacists, medical professionals, IT consultants, students and educators of higher education, librarians, and researchers.

Blockchain and Digital Twin for Smart Healthcare

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Author :
Publisher : Elsevier
ISBN 13 : 0443303010
Total Pages : 0 pages
Book Rating : 4.4/5 (433 download)

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Book Synopsis Blockchain and Digital Twin for Smart Healthcare by : Tuan Anh Nguyen

Download or read book Blockchain and Digital Twin for Smart Healthcare written by Tuan Anh Nguyen and published by Elsevier. This book was released on 2025-02-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The smart hospital framework involves three main layers: data, insight and access. Medical data is collected real-time from devices and systems in a smart hospitals: the internet of medical things. This data is integrated to provide insight from the analytics or machine learning software using digital twins. Security and transparency are brought through a combination of digital twin and blockchain technologies. Blockchain and Digital Twins for Smart Healthcare describes the role of blockchain and digital twins in smart healthcare. It describes the ecosystem of the Internet of Medical Things, how data can be gathered using a sensor network, which is securely stored, updated and managed with blockchain for efficient and private medical data exchange. The end goal is insight that provides faster, smarter decisions with more efficiency to improve care for the patient. Provides the fundamentals of blockchain, digital twin and IoMT Presents a useful guide for readers on the new applications of blockchain, medical digital twin and IoMT Explores how blockchain and digital twin can be used in the IoMT , smart hospitals, and for future healthcare services

Digital Twin Technology

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119842204
Total Pages : 276 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Digital Twin Technology by : Manisha Vohra

Download or read book Digital Twin Technology written by Manisha Vohra and published by John Wiley & Sons. This book was released on 2022-12-28 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Advanced Technologies in Healthcare

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Author :
Publisher : Springer Nature
ISBN 13 : 981999585X
Total Pages : 183 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Advanced Technologies in Healthcare by : Shuli Guo

Download or read book Advanced Technologies in Healthcare written by Shuli Guo and published by Springer Nature. This book was released on with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Digital Twin Technology

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Author :
Publisher : BoD – Books on Demand
ISBN 13 : 1837693064
Total Pages : 94 pages
Book Rating : 4.8/5 (376 download)

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Book Synopsis Digital Twin Technology by :

Download or read book Digital Twin Technology written by and published by BoD – Books on Demand. This book was released on 2023-12-20 with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an in-depth examination of digital twin technology to take you on an enthralling trip across the intersection of the virtual and real worlds. It explores the transformational impact of digital twins, from their roots in engineering to their widespread applications in manufacturing, health care, and other areas. Real-world case studies highlight the practical benefits, while potential hazards are addressed wisely. This book is your guide to comprehending the present and visualizing a future where digital twins transform innovation, efficiency, and connectedness in our increasingly complicated world. Begin this illuminating trip and embrace the possibilities that exist at the intersection of the physical and digital worlds.

Digital Twin Technology and Applications

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Author :
Publisher : CRC Press
ISBN 13 : 104011900X
Total Pages : 401 pages
Book Rating : 4.0/5 (41 download)

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Book Synopsis Digital Twin Technology and Applications by : A. Daniel

Download or read book Digital Twin Technology and Applications written by A. Daniel and published by CRC Press. This book was released on 2024-09-18 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Fourth Industrial Revolution is being accelerated by the digital twin technological revolution, which converges intelligent technologies and defines the connectivity between physical and digital items. The Internet of Things (IoT) connects the real and digital worlds, allowing connected items to deliver a vast array of services to internet users. IoT devices create large amounts of data that may be fed into AI systems for decision- making. In a decentralized architecture, digital twin technology may be utilized to protect platforms and create smart contracts. Digital twins decentralized ledger, immutability, self- sovereign identification, and consensus procedures hold a lot of promise for improving AI algorithms. Furthermore, leveraging smart contracts in a digital twin system to facilitate user interaction via IoT might have a big influence, and this integrated platform is expected to revolutionize many fields. Digital Twin Technology and Applications examines the problems, issues, and solutions for using big data to enable streaming services using IoT and AI with digital twin technology. The IoT network concept is the key to success, and to establish a solid IoT platform on which large data transmission may take place, it must handle protocol, standards, and architecture. The book provides insight into the principles and techniques of IoT and AI. It explores the idea of using blockchain to provide security in a variety of sectors. The book also covers the application of integrated technologies to strengthen data models, improve insights and discoveries, innovate audit systems, as well as digital twin technology application to intelligent forecasting, smart finance, smart retail, global verification, and transparent governance.

Digital Twins & 3D Printing

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Author :
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.3/5 (968 download)

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Book Synopsis Digital Twins & 3D Printing by : Maxwell Innovations

Download or read book Digital Twins & 3D Printing written by Maxwell Innovations and published by Independently Published. This book was released on 2023-06 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the future of technologies with our complete guide on Digital Twins and 3D Printing! From professional to tech enthusiast, immerse yourself in the world where digital meets physical. Click & move towards the future!"Key points: Explore the emerging technologies of digital twins and 3D printing in a comprehensive and detailed guide. Learn how to create and use digital twins, enhancing efficiency and innovation. Learn how 3D printing works, turning digital models into physical products. See how the combination of digital twins and 3D printing creates a unique bridge between the digital and the physical. Gain the knowledge and tools to take advantage of these emerging technologies. Ideal for engineers, tech enthusiasts, educators, or anyone curious about the future. A guide that will change the way you see the world of manufacturing and digital engineering Contents INTRODUCTION.. 5 PART I: CREATING DIGITAL TWINS. 11 1. Understand the concept of digital twins. 13 What is a digital twin?. 13 The importance of digital twins in modern industry. 13 2. How to create a digital twin. 14 Data collection: tools and techniques. 14 The digitization of the object or process. 15 The creation of the digital model. 16 3. Use digital twins. 17 Real and potential use scenarios. 17 The benefits of using a digital twin. 18 4. Practical cases and useful advice. 19 Creating a digital twin: step by step. 19 1. Define the goal: 19 2. Data Collection: 19 3. Creating the digital model: 20 4. Test and Validate: 20 5. Implementation: 20 Tips for maintaining and upgrading your digital twin. 20 1. Continuously Monitor Your Digital Twin: 21 2. Update the model: 21 3. Verify data quality: 21 4. Review and improve: 21 5. Continuous training: 21 6. Data Security: 21 7. Adaptability: 22 PART II: 3D PRINTING.. 22 1. Introduction to 3D printing. 24 Brief history of 3D printing. 24 3D printing types: 25 2. How 3D printing works. 26 The 3D printing process: 26 3D printing materials: plastic, metal, ceramic and more. 27 3. Use a 3D printer 28 The preparation of the digital model 29 Print settings and parameters. 29 The maintenance of the 3D printer 30 4. Practical cases and useful advice. 30 3D printing: step by step. 31 Solving common problems in 3D printing. 32 PART III: DIGITAL TWINS AND 3D PRINTING TOGETHER. 33 1. The interaction between digital twins and 3D printing. 34 From a digital twin to a physical product: the bridge between the digital and the physical 35 Use a digital twin to optimize your 3D printing. 35 2. Case Studies: Digital Twins and 3D Printing in Industries. 37 Aerospace industry. 37 Healthcare sector 38 Automotive industry. 38 3. Future prospects: the evolution of technologies and emerging trends. 39 1. Artificial Intelligence in the digital twin: 39 2. The miniaturization of 3D printers: 39 3. Integration with other emerging technologies: 40 4. The advancement of 3D bioprinting: 40