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240222s2024 nju 001 0 eng c |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
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2024005122 |
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9781394216116 |
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9781394216116 |
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(cloth) |
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9781394216123 |
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(adobe pdf) |
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9781394216130 |
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(epub) |
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23579927 |
| 041 ## - LANGUAGE CODE |
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eng |
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pcc |
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| Classification number |
T59.6 |
| Item number |
.T67 2024 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
658.4/038028563 |
| Edition number |
23/eng/20240318 |
| 245 00 - TITLE STATEMENT |
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| Title |
Topics in artificial intelligence applied to Industry 4.0 / |
| Statement of responsibility, etc |
edited by Mahmoud Ragab AL-Refaey, Amit Kumar Tyagi, Abdullah Saad AL-Malaise AL-Ghamdi, Swetta Kukreja. |
| 263 ## - PROJECTED PUBLICATION DATE |
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| Projected publication date |
2407 |
| 264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc |
Hoboken, NJ : |
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Wiley, |
| Date of publication, distribution, etc |
2024. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
1 online resource |
| 336 ## - CONTENT TYPE |
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text |
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txt |
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rdacontent |
| 337 ## - MEDIA TYPE |
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computer |
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c |
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rdamedia |
| 338 ## - CARRIER TYPE |
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online resource |
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cr |
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rdacarrier |
| 500 ## - GENERAL NOTE |
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| General note |
Includes index. |
| 505 0# - CONTENTS |
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| Miscellaneous information |
Table of Contents<br/>About the Editors xv<br/><br/>List of Contributors xvii<br/><br/>Preface xxi<br/><br/>Acknowledgment xxiii<br/><br/>1 Introduction to Industry 4.0 and Its Impacts on Society 1<br/>Shrikant Tiwari, Kanchan Naithani, Arun K. Singh, Virendra K. Verma, Ramesh S. Wadawadagi, and Bireshwar D. Mazumdar<br/><br/>1.1 Introduction 1<br/><br/>1.2 The Technological Advancements of the Fourth Industrial Revolution 3<br/><br/>1.3 Impacts on the Economy 5<br/><br/>1.4 Impacts on Society 9<br/><br/>1.5 Ethics and Governance 11<br/><br/>1.6 Future Directions 13<br/><br/>1.7 Conclusion 15<br/><br/>2 Digital Transformation Using Industry 4.0 and Artificial Intelligence 19<br/>M. Keerthika, M. Pragadeesh, M. Santhiya, G. Belshia Jebamalar, and Harish Venu<br/><br/>2.1 Introduction 19<br/><br/>2.2 Industry 4.0 Technologies 20<br/><br/>2.3 AI Features in Industry 4.0 22<br/><br/>2.4 Industry 4.0 and XAI 24<br/><br/>2.5 Industry 4.0 Integration Using an XAI-Based Methodology with AI 24<br/><br/>2.6 Case Studies for Industry 4.0 29<br/><br/>2.7 Challenges of Industry 4.0 31<br/><br/>2.8 Advantages of Intelligent Factory 31<br/><br/>2.9 Discussion and Emerging Trends 32<br/><br/>2.10 Conclusion 33<br/><br/>3 Industry 4.0: Design Principles, Challenges, and Applications 39<br/>K.K. Girish, Sunil Kumar, and Biswajit R. Bhowmik<br/><br/>3.1 Introduction 39<br/><br/>3.2 Organization of Chapter 40<br/><br/>3.3 Industrial Revolutions 40<br/><br/>3.4 Generations of Industrial Revolutions 40<br/><br/>3.5 Transformation to Industry 4.0 43<br/><br/>3.6 Characteristics of Industry 4.0 43<br/><br/>3.7 Technologies Under Industry 4.0 44<br/><br/>3.8 Design Principles of Industry 4.0 53<br/><br/>3.9 Applications of Industry 4.0 57<br/><br/>3.10 Trends in Industry 4.0 58<br/><br/>3.11 Challenges of Industry 4.0 59<br/><br/>3.12 Related Works 61<br/><br/>3.13 Paradigm Shift Toward Industry 5.0 62<br/><br/>3.14 Future Challenges and Research 63<br/><br/>3.15 Conclusion 64<br/><br/>4 Detection from Chest X-Ray Images Based on Modified Deep Learning Approach 69<br/>Jyoti Dabass, Manju Dabass, and Ananda K. Behera<br/><br/>4.1 Introduction 69<br/><br/>4.2 Related Works 70<br/><br/>4.3 Research Methodology 71<br/><br/>4.4 Results and Discussions 80<br/><br/>4.5 Conclusions 89<br/><br/>5 Smart Technologies in Manufacturing Industries: A Useful Perspective 93<br/>V.M. Gobinath, A. Kathirvel, S.K. Rajesh Kanna, and K. Annamalai<br/><br/>5.1 Introduction 93<br/><br/>5.2 Literature Review 95<br/><br/>5.3 Materials and Methods 95<br/><br/>5.4 Discussion 104<br/><br/>5.5 Conclusion 105<br/><br/>6 Blockchain Technology for Industry 4.0 107<br/>Rajiv Kumar Berwer, Sanjeev Indora, Dinesh Kumar Atal, and Vivek Yadav<br/><br/>6.1 Introduction 107<br/><br/>6.2 Key Concepts of Blockchain 110<br/><br/>6.3 Blockchain in Data Privacy and Security 114<br/><br/>6.4 Cybersecurity in the Era of Industry 4.0 116<br/><br/>6.5 Supply Chain Management and Traceability 117<br/><br/>6.6 Blockchain-Enabled Smart Manufacturing 118<br/><br/>6.7 Overcoming Challenges in Blockchain Implementation 119<br/><br/>6.8 Real-World Applications of Blockchain in Industry 4.0 119<br/><br/>6.9 Future Trends 120<br/><br/>6.10 Conclusion 120<br/><br/>7 Unifying Technologies in Industry 4.0: Harnessing the Synergy of Internet of Things, Big Data, Augmented Reality/ Virtual Reality, and Blockchain Technologies 127<br/>K. Logeswaran, S. Savitha, P. Suresh, K.R. Prasanna Kumar, M. Gunasekar, R. Rajadevi, M.K. Dharani, and A.S. Jayasurya<br/><br/>7.1 Introduction to Industry 4.0 127<br/><br/>7.2 Internet of Things 134<br/><br/>7.3 Big Data 136<br/><br/>7.4 Augmented Reality and Virtual Reality 138<br/><br/>7.5 Blockchain 140<br/><br/>7.6 Convergence of IoT, Big Data, AR/VR, and Blockchain in Industry 4.0 142<br/><br/>7.7 Conclusion 145<br/><br/>8 Industry 4.0 in Manufacturing, Communication, Transportation, and Health Care 149<br/>Mani D. Choudhry, Jeevanandham Sivaraj, Sundarrajan Munusamy, Parimala D. Muthusamy, and V. Saravanan<br/><br/>8.1 Introduction 149<br/><br/>8.2 Diversified Applications of Industry 4.0 153<br/><br/>8.3 Conclusion 162<br/><br/>9 Transforming Education Management in the Industry 4.0 Era: Harnessing the Power of Cloud-Based Blockchain 167<br/>Sovers Singh Bisht, Garima Jain, Priyanka Chandani, and Vinod M. Kapse<br/><br/>9.1 Introduction 167<br/><br/>9.2 Revolutionizing Education Through Technology: The Power of Innovation and Connectivity 169<br/><br/>9.3 Blockchain Application in Education with Industry 4.0: Revolutionizing Learning, Credentialing, and Collaboration 172<br/><br/>9.4 Blockchain Solution Providers for Education in the Era of Industry 4.0 174<br/><br/>9.5 Navigating the Challenges: Implementing Blockchain in Education Within the Industry 4.0 Landscape 177<br/><br/>9.6 A Vision for the Future 178<br/><br/>9.7 Conclusion 179<br/><br/>References 179<br/><br/>10 Future Professions in Agriculture, Medicine, Education, Fitness, Research and Development, Transport, and Communication 181<br/>Mohan Singh, Manoj Joshi, Kapil D. Tyagi, and Vaibhav B. Tyagi<br/><br/>10.1 Introduction 181<br/><br/>10.2 Literature Review 182<br/><br/>10.3 AI Impact on Future Professions 186<br/><br/>10.4 Role Model of AI in Industry 4.0 187<br/><br/>10.5 AI in Agriculture 187<br/><br/>10.6 AI in Medicine 189<br/><br/>10.7 Role of AI in Challenges of Medicine 190<br/><br/>10.8 AI in Education 191<br/><br/>10.9 AI in Fitness 194<br/><br/>10.10 AI in R&D 196<br/><br/>10.11 AI in Transport 197<br/><br/>10.12 AI Market Growth in Future Profession 200<br/><br/>10.13 Conclusion 201<br/><br/>11 Cybersecurity Issues and Challenges in Quantum Computing 203<br/>R. Rahul, S. Geetha, Soniya Priyatharsini, K. Mehata, Ts. Sundaresan Perumal, N. Ethiraj, and S. Sendilvelan<br/><br/>11.1 Introduction 203<br/><br/>11.2 Cybersecurity Issues and Challenges in Quantum Computer 206<br/><br/>11.3 General Solutions 217<br/><br/>11.4 Conclusion 219<br/><br/>12 Security, Privacy, Trust, and Other Issues in Industries 4.0 223<br/>Ambeshwar Kumar, Manikandan Ramachandran, M. Manjula, Monika Agarwal, Pooja, and Utku Köse<br/><br/>12.1 Introduction 223<br/><br/>12.2 Security Fog Computing 226<br/><br/>12.3 IoT Challenges 228<br/><br/>12.4 Security Threats and Solutions of Industrial Internet of Things 232<br/><br/>12.5 Conclusion 236<br/><br/>13 Designing a Quantum Computer to Gear up Artificial Intelligence for Industry 4.0 239<br/>K. Pradheep Kumar, Neha Sharma, and Juergen Seitz<br/><br/>13.1 Introduction 239<br/><br/>13.2 Literature Survey 240<br/><br/>13.3 Proposed Work 241<br/><br/>13.4 Simulation Results 250<br/><br/>13.5 Conclusion and Future Work 254<br/><br/>14 Opportunities in Neural Networks for Industry 4.0 257<br/>Rodrigo de Paula Monteiro, José P.G. de Oliveira, Sérgio C. Oliveira, and Carmelo J.A.B. Filho<br/><br/>14.1 Introduction: Why Is Machine Learning Interesting to Industry 4.0? 257<br/><br/>14.2 Machine Learning 257<br/><br/>14.3 Challenges in Industry 4.0 That Can Benefit from Using Machine Learning 259<br/><br/>14.4 Some Cases of Success Deploying ML in Industry 4.0 262<br/><br/>14.5 Conclusions and Final Remarks 267<br/><br/>15 A Smarter Way to Collect and Store Data: AI and OCR Solutions for Industry 4.0 Systems 271<br/>Ajay R. Nair, Varun D. Tripathy, R. Lalitha Priya, Manigandan Kashimani, Guru Akaash N. Janthalur, Nusrat J. Ansari, and Igor Jurcic<br/><br/>15.1 Introduction 271<br/><br/>15.2 Background 271<br/><br/>15.3 Architecture of Wireless Extraction of Display Panel 273<br/><br/>15.4 ESP32 Cam Module 275<br/><br/>15.5 Wireless LAN Network Setup 277<br/><br/>15.6 Optical Character Recognition for Text Detection and Text Recognition 278<br/><br/>15.7 Working of the Model 282<br/><br/>15.8 Application GUI 284<br/><br/>15.9 Conclusion 287<br/><br/>References 287<br/><br/>Index 289 |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
"Emerging AI technologies provide support for the connectivity of buildings, data, energy, transport, and governance, allowing increasing innovations across industrial applications. This book covers AI-based technologies for Industry 4.0 and Society 5.0, supporting emerging topics in the smart era and its applications. With a demand to further explore the abundant applications of AI technologies to enhance the quality of manufacturing and supply chain management, the editors explore recent events and look to the future, covering such topics as Quantum Machine Learning, Internet of Things, Cloud and Data Analytics, and new Nature Inspired Optimization Algorithms. Aimed at researchers and students, this book provides the perfect overview of technology from the perspective of modern society and operational environment."-- |
| Assigning source |
Provided by publisher. |
| 545 0# - BIOGRAPHICAL OR HISTORICAL DATA |
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| Biographical or historical note |
About the Author<br/>Mahmoud Ragab AL-Refaey is a Professor of Data Science with the Information Technology Department, Faculty of Computing and Information Technology (FCIT), King Abdulaziz University (KAU), Jeddah, Saudi Arabia and the Mathematics Department, Faculty of Science, Al-Azhar University, Egypt. He obtained his PhD. from the faculty of Mathematics and Natural Sciences of the Christian-Albrechts-University at Kiel (CAU), Germany.<br/><br/>Amit Kumar Tyagi is an Assistant Professor of Department of Fashion Technology, National Institute of Fashion Technology, New Delhi, India. Previously he has worked as Assistant Professor (Grade-2) and Senior Researcher at the School of Computer Science and Engineering, Vellore Institute of Technology (VIT), Chennai, Tamilnadu, India. He received his PhD. Degree in 2018 from Pondicherry Central University, India.<br/><br/>Abdullah Saad AL-Malaise AL-Ghamdi is a Professor of Information Systems Department, Faculty of Computing and Information Technology (FCIT), King Abdulaziz University (KAU), Jeddah, Saudi Arabia and Information Systems Department, School of Engineering, Computing and Design, Dar Al-Hekma University, Jeddah, Saudi Arabia. He is the Secretary General of the Scientific Council at KAU. He received his PhD. degree in Computer Science, George Washington University, USA.<br/><br/>Swetta Kukreja is Associate Professor in the Computer Science and Engineering, Amity University, Mumbai, India. She has more than 10 years of teaching and research experience. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Industry 4.0. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Artificial intelligence. |
| 655 #4 - INDEX TERM--GENRE/FORM |
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Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
AL-Refaey, Mahmoud Ragab, |
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editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Tyagi, Amit Kumar, |
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1988- |
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editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
AL-Malaise AL-Ghamdi, Abdullah Saad, |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Kukreja, Swetta, |
| Relator term |
editor. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
https://onlinelibrary.wiley.com/doi/book/10.1002/9781394216147 |
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Full text is available at Wiley Online Library Click here to view |
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