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Big Data Applications in Industry 4.0

P. Kaliraj,T. Devi
Big Data Applications in Industry 4 0 Book PDF

Author : P. Kaliraj,T. Devi
Publisher : CRC Press
Page : 446 pages
File Size : 51,8 Mb
Release : 2022-02-10
Category : Computers
ISBN : 9781000537666

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Big Data Applications in Industry 4.0 by P. Kaliraj,T. Devi Pdf

Industry 4.0 is the latest technological innovation in manufacturing with the goal to increase productivity in a flexible and efficient manner. Changing the way in which manufacturers operate, this revolutionary transformation is powered by various technology advances including Big Data analytics, Internet of Things (IoT), Artificial Intelligence (AI), and cloud computing. Big Data analytics has been identified as one of the significant components of Industry 4.0, as it provides valuable insights for smart factory management. Big Data and Industry 4.0 have the potential to reduce resource consumption and optimize processes, thereby playing a key role in achieving sustainable development. Big Data Applications in Industry 4.0 covers the recent advancements that have emerged in the field of Big Data and its applications. The book introduces the concepts and advanced tools and technologies for representing and processing Big Data. It also covers applications of Big Data in such domains as financial services, education, healthcare, biomedical research, logistics, and warehouse management. Researchers, students, scientists, engineers, and statisticians can turn to this book to learn about concepts, technologies, and applications that solve real-world problems. Features An introduction to data science and the types of data analytics methods accessible today An overview of data integration concepts, methodologies, and solutions A general framework of forecasting principles and applications, as well as basic forecasting models including naïve, moving average, and exponential smoothing models A detailed roadmap of the Big Data evolution and its related technological transformation in computing, along with a brief description of related terminologies The application of Industry 4.0 and Big Data in the field of education The features, prospects, and significant role of Big Data in the banking industry, as well as various use cases of Big Data in banking, finance services, and insurance Implementing a Data Lake (DL) in the cloud and the significance of a data lake in decision making

Cloud Analytics for Industry 4.0

Sirisha Potluri,Sachi Nandan Mohanty,Gouse Baig Mohammad,S. Shitharth
Cloud Analytics for Industry 4 0 Book PDF

Author : Sirisha Potluri,Sachi Nandan Mohanty,Gouse Baig Mohammad,S. Shitharth
Publisher : Walter de Gruyter GmbH & Co KG
Page : 232 pages
File Size : 45,7 Mb
Release : 2022-10-03
Category : Business & Economics
ISBN : 9783110771664

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Cloud Analytics for Industry 4.0 by Sirisha Potluri,Sachi Nandan Mohanty,Gouse Baig Mohammad,S. Shitharth Pdf

This book provides research on the state-of-the-art methods for data management in the fourth industrial revolution, with particular focus on cloud.based data analytics for digital manufacturing infrastructures. Innovative techniques and methods for secure, flexible and profi table cloud manufacturing will be gathered to present advanced and specialized research in the selected area.

Synergistic Interaction of Big Data with Cloud Computing for Industry 4.0

Sheetal S. Zalte-Gaikwad,Indranath Chatterjee,Rajanish K. Kamat
Synergistic Interaction of Big Data with Cloud Computing for Industry 4 0 Book PDF

Author : Sheetal S. Zalte-Gaikwad,Indranath Chatterjee,Rajanish K. Kamat
Publisher : CRC Press
Page : 217 pages
File Size : 52,5 Mb
Release : 2022-11-21
Category : Technology & Engineering
ISBN : 9781000784268

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Synergistic Interaction of Big Data with Cloud Computing for Industry 4.0 by Sheetal S. Zalte-Gaikwad,Indranath Chatterjee,Rajanish K. Kamat Pdf

The idea behind this book is to simplify the journey of aspiring readers and researchers to understand the convergence of Big Data with the Cloud. This book presents the latest information on the adaptation and implementation of Big Data technologies in various cloud domains and Industry 4.0. Synergistic Interaction of Big Data with Cloud Computing for Industry 4.0 discusses how to develop adaptive, robust, scalable, and reliable applications that can be used in solutions for day-to-day problems. It focuses on the two frontiers — Big Data and Cloud Computing – and reviews the advantages and consequences of utilizing Cloud Computing to tackle Big Data issues within the manufacturing and production sector as part of Industry 4.0. The book unites some of the top Big Data experts throughout the world who contribute their knowledge and expertise on the different aspects, approaches, and concepts related to new technologies and novel findings. Based on the latest technologies, the book offers case studies and covers the major challenges, issues, and advances in Big Data and Cloud Computing for Industry 4.0. By exploring the basic and high-level concepts, this book serves as a guide for those in the industry, while also helping beginners and more advanced learners understand both basic and more complex aspects of the synergy between Big Data and Cloud Computing.

Intelligent Analytics for Industry 4.0 Applications

Avinash Chandra Pandey,Abhishek Verma,Vijaypal Singh Rathor,Munesh Singh,Ashutosh Kumar Singh
Intelligent Analytics for Industry 4 0 Applications Book PDF

Author : Avinash Chandra Pandey,Abhishek Verma,Vijaypal Singh Rathor,Munesh Singh,Ashutosh Kumar Singh
Publisher : CRC Press
Page : 309 pages
File Size : 48,7 Mb
Release : 2023-06-06
Category : Business & Economics
ISBN : 9781000879094

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Intelligent Analytics for Industry 4.0 Applications by Avinash Chandra Pandey,Abhishek Verma,Vijaypal Singh Rathor,Munesh Singh,Ashutosh Kumar Singh Pdf

The advancements in intelligent decision-making techniques have elevated the efficiency of manufacturing industries and led to the start of the Industry 4.0 era. Industry 4.0 is revolutionizing the way companies manufacture, improve, and distribute their products. Manufacturers are integrating new technologies, including the Internet of Things (IoT), cloud computing and analytics, and artificial intelligence and machine learning, into their production facilities throughout their operations. In the past few years, intelligent analytics has emerged as a solution that examines both historical and real-time data to uncover performance insights. Because the amount of data that needs analysis is growing daily, advanced technologies are necessary to collect, arrange, and analyze incoming data. This approach enables businesses to detect valuable connections and trends and make decisions that boost overall performance. In Industry 4.0, intelligent analytics has a broader scope in terms of descriptive, predictive, and prescriptive subdomains. To this end, the book will aim to review and highlight the challenges faced by intelligent analytics in Industry 4.0 and present the recent developments done to address those challenges.

New Paradigm of Industry 4.0

Srikanta Patnaik
New Paradigm of Industry 4 0 Book PDF

Author : Srikanta Patnaik
Publisher : Springer Nature
Page : 180 pages
File Size : 51,9 Mb
Release : 2019-08-21
Category : Technology & Engineering
ISBN : 9783030257781

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New Paradigm of Industry 4.0 by Srikanta Patnaik Pdf

The book provides readers with an overview of the state of the art in the field of Industry 4.0 and related research advancements. The respective chapters identify and discuss new dimensions of both risk factors and success factors, along with performance metrics that can be employed in future research work. They also discuss a number of real-time issues, problems and applications with corresponding solutions and suggestions. Sharing new theoretical findings, tools and techniques for Industry 4.0, and covering both theoretical and application-oriented approaches, the book offers a valuable asset for newcomers to the field and practicing professionals alike.

Advances in Mathematics for Industry 4.0

Mangey Ram
Advances in Mathematics for Industry 4 0 Book PDF

Author : Mangey Ram
Publisher : Academic Press
Page : 420 pages
File Size : 47,7 Mb
Release : 2020-10-02
Category : Mathematics
ISBN : 9780128189078

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Advances in Mathematics for Industry 4.0 by Mangey Ram Pdf

Advances in Mathematics for Industry 4.0 examines key tools, techniques, strategies, and methods in engineering applications. By covering the latest knowledge in technology for engineering design and manufacture, chapters provide systematic and comprehensive coverage of key drivers in rapid economic development. Written by leading industry experts, chapter authors explore managing big data in processing information and helping in decision-making, including mathematical and optimization techniques for dealing with large amounts of data in short periods. Focuses on recent research in mathematics applications for Industry 4.0 Provides insights on international and transnational scales Identifies mathematics knowledge gaps for Industry 4.0 Describes fruitful areas for further research in industrial mathematics, including forthcoming international studies and research

AI, IoT, Big Data and Cloud Computing for Industry 4.0

Amy Neustein,Parikshit N. Mahalle,Prachi Joshi,Gitanjali Rahul Shinde
AI IoT Big Data and Cloud Computing for Industry 4 0 Book PDF

Author : Amy Neustein,Parikshit N. Mahalle,Prachi Joshi,Gitanjali Rahul Shinde
Publisher : Springer Nature
Page : 589 pages
File Size : 53,6 Mb
Release : 2023-07-31
Category : Technology & Engineering
ISBN : 9783031297137

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AI, IoT, Big Data and Cloud Computing for Industry 4.0 by Amy Neustein,Parikshit N. Mahalle,Prachi Joshi,Gitanjali Rahul Shinde Pdf

This book presents some of the most advanced leading-edge technology for the fourth Industrial Revolution -- known as “Industry 4.0.” The book provides a comprehensive understanding of the interconnections of AI, IoT, big data and cloud computing as integral to the technologies that revolutionize the way companies produce and distribute products and the way local governments deliver their services. The book emphasizes that at every phase of the supply chain, manufactures are found to be interweaving AI, robotics, IoT, big data/machine learning, and cloud computing into their production facilities and throughout their distribution networks. Equally important, the authors show how their research can be applied to computer vision, cyber security, database and compiler theory, natural language processing, healthcare, education and agriculture. Presents the fundamentals of AI, IoT, and cloud computing and how they can be incorporated in Industry 4.0 applications Motivates readers to address challenges in the areas of speech communication and signal processing Provides numerous examples, case studies, technical descriptions, and approaches of AI/ML

Recent Advances in Information Systems and Technologies

Álvaro Rocha,Ana Maria Correia,Hojjat Adeli,Luís Paulo Reis,Sandra Costanzo
Recent Advances in Information Systems and Technologies Book PDF

Author : Álvaro Rocha,Ana Maria Correia,Hojjat Adeli,Luís Paulo Reis,Sandra Costanzo
Publisher : Springer
Page : 1054 pages
File Size : 54,8 Mb
Release : 2017-03-28
Category : Technology & Engineering
ISBN : 9783319565385

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Recent Advances in Information Systems and Technologies by Álvaro Rocha,Ana Maria Correia,Hojjat Adeli,Luís Paulo Reis,Sandra Costanzo Pdf

This book presents a selection of papers from the 2017 World Conference on Information Systems and Technologies (WorldCIST'17), held between the 11st and 13th of April 2017 at Porto Santo Island, Madeira, Portugal. WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and challenges involved in modern Information Systems and Technologies research, together with technological developments and applications. The main topics covered are: Information and Knowledge Management; Organizational Models and Information Systems; Software and Systems Modeling; Software Systems, Architectures, Applications and Tools; Multimedia Systems and Applications; Computer Networks, Mobility and Pervasive Systems; Intelligent and Decision Support Systems; Big Data Analytics and Applications; Human–Computer Interaction; Ethics, Computers & Security; Health Informatics; Information Technologies in Education; and Information Technologies in Radiocommunications.

Artificial Intelligence and Industry 4.0

Aboul Ella Hassanien,Jyotir Moy Chatterjee,Vishal Jain
Artificial Intelligence and Industry 4 0 Book PDF

Author : Aboul Ella Hassanien,Jyotir Moy Chatterjee,Vishal Jain
Publisher : Academic Press
Page : 264 pages
File Size : 40,8 Mb
Release : 2022-08-14
Category : Technology & Engineering
ISBN : 9780323906395

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Artificial Intelligence and Industry 4.0 by Aboul Ella Hassanien,Jyotir Moy Chatterjee,Vishal Jain Pdf

Artificial Intelligence and Industry 4.0 explores recent advancements in blockchain technology and artificial intelligence (AI) as well as their crucial impacts on realizing Industry 4.0 goals. The book explores AI applications in industry including Internet of Things (IoT) and Industrial Internet of Things (IIoT) technology. Chapters explore how AI (machine learning, smart cities, healthcare, Society 5.0, etc.) have numerous potential applications in the Industry 4.0 era. This book is a useful resource for researchers and graduate students in computer science researching and developing AI and the IIoT. Explores artificial intelligence applications within the industrial manufacturing and communications sectors Presents a wide range of machine learning, computer vision, and digital twin applications across the IoT sector Explores how deep learning and cognitive computing tools enable processing vast data sets, precise and comprehensive forecast of risks, and delivering recommended actions

Big Data Analytics in Supply Chain Management

Iman Rahimi,Amir H. Gandomi,Simon James Fong,M. Ali Ülkü
Big Data Analytics in Supply Chain Management Book PDF

Author : Iman Rahimi,Amir H. Gandomi,Simon James Fong,M. Ali Ülkü
Publisher : CRC Press
Page : 211 pages
File Size : 53,5 Mb
Release : 2020-12-20
Category : Computers
ISBN : 9781000326918

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Big Data Analytics in Supply Chain Management by Iman Rahimi,Amir H. Gandomi,Simon James Fong,M. Ali Ülkü Pdf

In a world of soaring digitization, social media, financial transactions, and production and logistics processes constantly produce massive data. Employing analytical tools to extract insights and foresights from data improves the quality, speed, and reliability of solutions to highly intertwined issues faced in supply chain operations. From procurement in Industry 4.0 to sustainable consumption behavior to curriculum development for data scientists, this book offers a wide array of techniques and theories of Big Data Analytics applied to Supply Chain Management. It offers a comprehensive overview and forms a new synthesis by bringing together seemingly divergent fields of research. Intended for Engineering and Business students, scholars, and professionals, this book is a collection of state-of-the-art research and best practices to spur discussion about and extend the cumulant knowledge of emerging supply chain problems.

Industry 4.0 Interoperability, Analytics, Security, and Case Studies

G. Rajesh,X. Mercilin Raajini,Hien Dang
Industry 4 0 Interoperability Analytics Security and Case Studies Book PDF

Author : G. Rajesh,X. Mercilin Raajini,Hien Dang
Publisher : CRC Press
Page : 263 pages
File Size : 45,9 Mb
Release : 2021-01-30
Category : Business & Economics
ISBN : 9781000337945

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Industry 4.0 Interoperability, Analytics, Security, and Case Studies by G. Rajesh,X. Mercilin Raajini,Hien Dang Pdf

All over the world, vast research is in progress on the domain of Industry 4.0 and related techniques. Industry 4.0 is expected to have a very high impact on labor markets, global value chains, education, health, environment, and many social economic aspects. Industry 4.0 Interoperability, Analytics, Security, and Case Studies provides a deeper understanding of the drivers and enablers of Industry 4.0. It includes real case studies of various applications related to different fields, such as cyber physical systems (CPS), Internet of Things (IoT), cloud computing, machine learning, virtualization, decentralization, blockchain, fog computing, and many other related areas. Also discussed are interoperability, design, and implementation challenges. Researchers, academicians, and those working in industry around the globe will find this book of interest. FEATURES Provides an understanding of the drivers and enablers of Industry 4.0 Includes real case studies of various applications for different fields Discusses technologies such as cyber physical systems (CPS), Internet of Things (IoT), cloud computing, machine learning, virtualization, decentralization, blockchain, fog computing, and many other related areas Covers design, implementation challenges, and interoperability Offers detailed knowledge on Industry 4.0 and its underlying technologies, research challenges, solutions, and case studies

Cybersecurity for Industry 4.0

Lane Thames,Dirk Schaefer
Cybersecurity for Industry 4 0 Book PDF

Author : Lane Thames,Dirk Schaefer
Publisher : Springer
Page : 265 pages
File Size : 54,8 Mb
Release : 2017-04-03
Category : Computers
ISBN : 9783319506609

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Cybersecurity for Industry 4.0 by Lane Thames,Dirk Schaefer Pdf

This book introduces readers to cybersecurity and its impact on the realization of the Industry 4.0 vision. It covers the technological foundations of cybersecurity within the scope of the Industry 4.0 landscape and details the existing cybersecurity threats faced by Industry 4.0, as well as state-of-the-art solutions with regard to both academic research and practical implementations. Industry 4.0 and its associated technologies, such as the Industrial Internet of Things and cloud-based design and manufacturing systems are examined, along with their disruptive innovations. Further, the book analyzes how these phenomena capitalize on the economies of scale provided by the Internet. The book offers a valuable resource for practicing engineers and decision makers in industry, as well as researchers in the design and manufacturing communities and all those interested in Industry 4.0 and cybersecurity.

Industry 4.0

Jesús Hamilton Ortiz
Industry 4 0 Book PDF

Author : Jesús Hamilton Ortiz
Publisher : BoD – Books on Demand
Page : 134 pages
File Size : 46,5 Mb
Release : 2020-03-25
Category : Technology & Engineering
ISBN : 9781838800932

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Industry 4.0 by Jesús Hamilton Ortiz Pdf

This book shows a vision of the present and future of Industry 4.0 and identifies and examines the most pressing research issue in Industry 4.0. Containing the contributions of leading researchers and academics, this book includes recent publications in key areas of interest, for example: a review on the Industry 4.0: What is the Industry 4.0, the pillars of Industry 4.0, current and future trends, technologies, taxonomy, and some case studies (A.U.T.O 4.0, stabilization of digitized process). This book also provides an essential tool in the process of migration to Industry 4.0. The book is suitable as a text for graduate students and professionals in the industrial sector and general engineering areas. The book is organized into two sections: 1. Reviews 2. Case Studies Industry 4.0 is likely to play an important role in the future society. This book is a good reference on Industry 4.0 and includes some case studies. Each chapter is written by expert researchers in the sector, and the topics are broad; from the concept or definition of Industry 4.0 to a future society 5.0.

Industry 4.0

Aydin Azizi,Reza Vatankhah Barenji
Industry 4 0 Book PDF

Author : Aydin Azizi,Reza Vatankhah Barenji
Publisher : Springer Nature
Page : 268 pages
File Size : 40,7 Mb
Release : 2022-12-07
Category : Technology & Engineering
ISBN : 9789811920127

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Industry 4.0 by Aydin Azizi,Reza Vatankhah Barenji Pdf

This book presents Industry 4.0 enabler technologies and tools. It also highlights some of the existing empirical applications in the context of manufacturing. The book elucidates innovative thematic concepts of Industry 4.0 and its perspectives. It establishes routes to empirically utilize Industry 4.0 standards for manufacturing companies. The book can be used as a reference for professionals/engineers, researchers, and students.

Pharmaceutical industry 4.0: Future, Challenges & Application

Rishabha Malviya,Sonali Sundram,Shivkanya Fuloria,Dhanalekshmi Unnikrishnan Meenakshi
Pharmaceutical industry 4 0 Future Challenges Application Book PDF

Author : Rishabha Malviya,Sonali Sundram,Shivkanya Fuloria,Dhanalekshmi Unnikrishnan Meenakshi
Publisher : CRC Press
Page : 423 pages
File Size : 45,9 Mb
Release : 2023-12-14
Category : Business & Economics
ISBN : 9781000965186

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Pharmaceutical industry 4.0: Future, Challenges & Application by Rishabha Malviya,Sonali Sundram,Shivkanya Fuloria,Dhanalekshmi Unnikrishnan Meenakshi Pdf

The pharmaceutical industry is on the cusp of a new age, with the need for personalized therapy, more complex production processes, smaller batch sizes and rising manufacturing costs. It is necessary to continuously adapt to the rapidly changing environment using novel technology and improved operational efficiency and flexibility. To achieve this, intelligent manufacturing seems to be a definite answer. Pharma 4.0 is a framework for adapting digital strategies to the unique contexts of pharmaceutical manufacturing. This book provides a deep insight into key technologies that will modernize pharmaceutical manufacturing and facilitate digital transformation. Throughout the book we discuss technologies, application and challenges for applying digital technology in pharmaceutical industry, including: • Focus on an overview of Industry 4.0 and its application in the pharmaceutical field • Most recent advances in the pharmaceutical industry • Understanding the concepts of emerging technology trends for drug discovery.