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Digital Transformation: Industry 4.0 to Society 5.0 de Avadhesh Kumar

Digital Transformation: Industry 4.0 to Society 5.0: Disruptive Technologies and Digital Transformations for Society 5.0

Editat de Avadhesh Kumar, Shrddha Sagar, Poongodi Thangamuthu, B. Balamurugan
en Limba Engleză Hardback – 30 ian 2024

Abordarea practică a acestui volum colectiv, coordonat de Avadhesh Kumar și echipa sa, se concentrează pe integrarea tehnologiilor de calcul în fluxurile de lucru reale ale Industry 4.0, cu scopul final de a automatiza procesele industriale. Suntem de părere că valoarea adăugată a lucrării rezidă în modul în care experții contribuitori transformă concepte abstracte precum Cyber-Physical Systems (CPS) sau Internet of Things (IoT) în structuri de design aplicabile. Pe linia practică a titlului Cyber-Physical, IoT, and Autonomous Systems in Industry 4.0, dar cu focus pe arhitectura specifică necesară tranziției spre Society 5.0, volumul oferă o perspectivă tehnică asupra modului în care datele percepției sistemelor devin fundament pentru decizii automate.

În contextul operei editorilor, acest titlu rafinează temele explorate în lucrări precum Prediction and Analysis for Knowledge Representation and Machine Learning, mutând accentul de la modelele statistice pure către implementarea lor în infrastructuri critice. Structura cărții urmărește o progresie logică: începe cu evoluția Industry 4.0 și arhitectura sistemelor fizico-cibernetice, continuă cu analize de tip „self-aware machine” prin clustering adaptiv și culminează cu optimizarea proceselor prin Cloud Computing și Big Data. Această organizare permite cititorului să înțeleagă nu doar tehnologiile individuale, ci și interdependența lor necesară pentru a susține viziunea Society 5.0, unde tehnologia servește direct nevoile sociale prin eficiență computațională.

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Specificații

ISBN-13: 9789819981175
ISBN-10: 9819981174
Pagini: 356
Ilustrații: XIX, 356 p. 155 illus., 116 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.82 kg
Ediția:1st ed. 2024
Editura: Springer Nature Singapore
Colecția Springer
Seria Disruptive Technologies and Digital Transformations for Society 5.0

Locul publicării:Singapore, Singapore

De ce să citești această carte

Recomandăm această lucrare profesioniștilor din IT și inginerilor care doresc să înțeleagă arhitectura din spatele automatizării industriale moderne. Cititorul câștigă o viziune clară asupra integrării IoT și AI în sisteme fizice, primind soluții concrete pentru optimizarea proceselor prin cloud și analiză de date. Este un ghid tehnic esențial pentru cei care proiectează infrastructura digitală a viitorului.

Despre autor

Echipa de editori, condusă de Avadhesh Kumar alături de Shrddha Sagar, Poongodi Thangamuthu și B. Balamurugan, reunește experți recunoscuți în domeniul tehnologiilor disruptive. Cu o vastă experiență în cercetarea sistemelor de învățare automată și reprezentarea cunoștințelor, aceștia au coordonat numeroase proiecte axate pe statistica aplicată și modele computaționale. Activitatea lor academică și editorială se concentrează pe transformarea datelor brute în informații acționabile, facilitând dialogul dintre mediul academic și cel industrial în contextul revoluției digitale actuale.

Descriere scurtă

This book focuses on computing for Industry 4.0 illustrating different domains with the purpose of integration with existing domains for automation of processes. It gives readers an idea about the various challenges and design structure for computing of Industry 4.0. The contents include contributions from experts in Cyber-Physical Systems (CPS), the Internet of Things (IoT), Industrial Internet of Things (IIoT), cloud computing, cognitive computing, and artificial intelligence across the world, contributing their knowledge to identify the different characteristics of the above domains.

Cuprins

Evolution of Industry 4.0.- Cyber-Physical Systems architecture for Industry 4.0-based.- Adaptive Clustering for Self-Aware Machine Analytics.- Framework for Industrial IoT and Manufacturing System.- Optimization of Industrial development process through Cloud Computing.- Glimpse of Cognitive Computing towards Society 5.0.- Estimation of Structure of Big Data Analytics for Society 5.0

Notă biografică

Dr. Avadhesh Kumar is PVC at Galgotias University, Greater Noida, Uttar Pradesh, India. He has more than 21 years of Academic and Research Experience. He was awarded a Ph.D. in Computer Science and Engineering in 2010 from Thapar University, Patiala, Punjab, India. He did his M.Tech. in Information Technology and B.Tech. in Computer Science and Engineering from Harcourt Butler Technological Institute (HBTI), Kanpur, UP, India. His research area includes software engineering, aspect-oriented software systems, component-based software development, soft computing, and artificial intelligence. He has published more than 40 research papers in reputed journals and conferences. He has authored three books. He is a reviewer of many international journals and conferences. He has been a keynote speaker at many international conferences.

Dr. Shrddha Sagar is a professor in the School of Computing Science and Engineering, Galgotias University, NCR Delhi, India. She has receiveda Ph.D. degree in Computer Science from Banasthali University, Jaipur, India. She has more than 14 years of experience working in teaching and research. Her current research areas are artificial intelligence, the Internet of Things, machine learning, and big data. Dr. Shrddha Sagar is the author of over 10+ book chapters including some reputed publishers such as Springer, Elsevier, Wiley, CRC Press, IGI Global, and 25+ international journals and conferences. She has published book chapters in Taylor & Francis Group (CRC Press), Wiley, Springer, etc. She adopts a universal and humanistic approach in her academic and research works. In her research, she has undertaken meticulous scientific studies of emerging issues in several disciplines. Professor Dr. Shrddha Sagar has also received invitations to address international conferences as a keynote speaker.

Dr. Poongodi Thangamuthu is currently working as a professor in the School of Computing Science and Engineering at the Galgotias University, Delhi–NCR, India. She received her Ph.D. degree in Information Technology (Information and Communication Engineering) from Anna University, Tamil Nadu, India. Her current research interests include network security, wireless ad hoc and sensor networks, Internet of Things (IoT), computer networks, and blockchain technology for emerging communication networks. Dr. T. Poongodi is the author of over 40+ book chapters including some reputed publishers such as Springer, Elsevier, IET, Wiley, De-Gruyter, CRC Press, IGI global, and 30+ international journals and conferences. She has published 10+ edited books in the areas of the Internet of Things, data analytics, blockchain technology, artificial intelligence, machine learning, and healthcare informatics, published by reputed publishers such as Springer, IET, Wiley, CRC Taylor & Francis, and Apple Academic Press.

Dr. B. Balamurugan is currently working as a professor in the School of Computing Sciences and Engineering at Galgotias University, Greater Noida, India. His contributions focus on engineering education, blockchain, and data sciences. His academic degrees and 12 years of experience working as a faculty in a global University like VIT University, Vellore, have made him more receptive and prominent in his domain. He does have 200 plus high-impact factor papers in Springer, Elsevier, and IEEE. He has written more than 50 edited and authored books and collaborated with eminent professors across the world from top QS-ranked universities. Professor Balamurugan Balusamy has served up to the position of Associate Professor in his stint of 12 years of experience with VIT University, Vellore. He had completed his bachelor’s, master’s, and Ph.D. degrees from top premier institutions in India.

Caracteristici

Discuss the relationship between Industry 4.0 and Cyber-Physical Systems Enriches understanding by including contributions from leading experts across the globe Presents the trends and research challenges in adopting Industry 4.0 in various domains

Descriere

Descriere de la o altă ediție sau format:
This book focuses on computing for Industry 4.0 illustrating different domains with the purpose of integration with existing domains for automation of processes.