Modern Industrial Iot Big Data And Supply Chain

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Modern Industrial IoT, Big Data and Supply Chain

Author : Victor Chang,Muthu Ramachandran,Víctor Méndez Muñoz
Publisher : Springer Nature
Page : 445 pages
File Size : 47,9 Mb
Release : 2021-03-31
Category : Technology & Engineering
ISBN : 9789813361416

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Modern Industrial IoT, Big Data and Supply Chain by Victor Chang,Muthu Ramachandran,Víctor Méndez Muñoz Pdf

This book is a collection of selected papers presented at the First International Conference on Industrial IoT, Big Data and Supply Chain (IIoTBDSC), held as an online conference due to COVID-19 (initially to be held in Macao, Special Administration Region (SAR) of China), during September 15–17, 2020. It includes novel and innovative work from experts, practitioners, scientists and decision-makers from academia and industry. It brings multi-disciplines together on IIoT, data science, cloud computing, software engineering approaches to design, development, testing and quality of products and services.

Modern Industrial IoT, Big Data and Supply Chain

Author : Victor Chang,Muthu Ramachandran,Víctor Méndez Muñoz
Publisher : Unknown
Page : 0 pages
File Size : 54,8 Mb
Release : 2021
Category : Electronic
ISBN : 9813361425

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Modern Industrial IoT, Big Data and Supply Chain by Victor Chang,Muthu Ramachandran,Víctor Méndez Muñoz Pdf

This book is a collection of selected papers presented at the First International Conference on Industrial IoT, Big Data and Supply Chain (IIoTBDSC), held as an online conference due to COVID-19 (initially to be held in Macao, Special Administration Region (SAR) of China), during September 15-17, 2020. It includes novel and innovative work from experts, practitioners, scientists and decision-makers from academia and industry. It brings multi-disciplines together on IIoT, data science, cloud computing, software engineering approaches to design, development, testing and quality of products and services.

Big Data Analytics in Smart Manufacturing

Author : P Suresh,T Poongodi,B Balamurugan,Meenakshi Sharma
Publisher : CRC Press
Page : 205 pages
File Size : 51,9 Mb
Release : 2022-12-14
Category : Computers
ISBN : 9781000815740

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Big Data Analytics in Smart Manufacturing by P Suresh,T Poongodi,B Balamurugan,Meenakshi Sharma Pdf

The significant objective of this edited book is to bridge the gap between smart manufacturing and big data by exploring the challenges and limitations. Companies employ big data technology in the manufacturing field to acquire data about the products. Manufacturing companies could gain a deep business insight by tracking customer details, monitoring fuel consumption, detecting product defects, and supply chain management. Moreover, the convergence of smart manufacturing and big data analytics currently suffers due to data privacy concern, short of qualified personnel, inadequate investment, long-term storage management of high-quality data. The technological advancement makes the data storage more accessible, cheaper and the convergence of these technologies seems to be more promising in the recent era. This book identified the innovative challenges in the industrial domains by integrating heterogeneous data sources such as structured data, semi-structures data, geo-spatial data, textual information, multimedia data, social networking data, etc. It promotes data-driven business modelling processes by adopting big data technologies in the manufacturing industry. Big data analytics is emerging as a promising discipline in the manufacturing industry to build the rigid industrial data platforms. Moreover, big data facilitates process automation in the complete lifecycle of product design and tracking. This book is an essential guide and reference since it synthesizes interdisciplinary theoretical concepts, definitions, and models, involved in smart manufacturing domain. It also provides real-world scenarios and applications, making it accessible to a wider interdisciplinary audience. Features The readers will get an overview about the smart manufacturing system which enables optimized manufacturing processes and benefits the users by increasing overall profit. The researchers will get insight about how the big data technology leverages in finding new associations, factors and patterns through data stream observations in real time smart manufacturing systems. The industrialist can get an overview about the detection of defects in design, rapid response to market, innovative products to meet the customer requirement which can benefit their per capita income in better way. Discusses technical viewpoints, concepts, theories, and underlying assumptions that are used in smart manufacturing. Information delivered in a user-friendly manner for students, researchers, industrial experts, and business innovators, as well as for professionals and practitioners.

Advanced Manufacturing and Supply Chain with IoT

Author : Anonim
Publisher : BPB Publications
Page : 389 pages
File Size : 45,6 Mb
Release : 2024-02-20
Category : Electronic
ISBN : 9789355516138

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Advanced Manufacturing and Supply Chain with IoT by Anonim Pdf

Mastering the art of leveraging IoT for industry transformation KEY FEATURES ● Learn IoT principles, strategies, and tech for advanced manufacturing and supply chain. ● Understand IoT's role in enhancing competitiveness and innovation. ● Gain insights through real-world case studies and practical examples. DESCRIPTION In the world of industrial manufacturing and supply chain, the lack of real-time visibility and insights into processes poses a significant challenge. However, IoT is set to bring about a profound transformation. This technological revolution promises efficiency gains, operational optimization, and unprecedented business insights. Step into the world of Industry 4.0 and 5.0 with IoT and discover how it revolutionizes production and logistics. Learn about real-time monitoring, predictive maintenance, and quality control while ensuring a secure IoT infrastructure. Explore practical examples in manufacturing, including smart factories, personalized transit, and sustainability practices. Use the potential of AI, predictive analytics, and 3D printing to align your IoT strategies with business goals for enhanced performance. Completing this book equips readers to excel in leveraging IoT for industrial manufacturing and supply chain advancements. They will master IoT concepts, optimize processes, and handle integration challenges. With the acquired knowledge, readers can develop strong IoT strategies, assess project outcomes effectively, and introduce significant improvements to their manufacturing and supply chain operations. WHAT YOU WILL LEARN ● Understanding IoT's role in advanced manufacturing and supply chain. ● Applying IoT for real-time monitoring and predictive maintenance. ● Enhancing production efficiency through IoT-driven solutions. ● Leveraging IoT for supply chain optimization and transparency. ● Overcoming IoT implementation challenges and ensuring security. ● Exploring the future possibilities of IoT and AI in manufacturing. WHO THIS BOOK IS FOR This book is intended for manufacturing, supply chain management, and IoT specialists and enthusiasts with intermediate to advanced knowledge of IoT and its industrial applications. TABLE OF CONTENTS 1. IoT Fundamentals, Architecture, and Protocols 2. Embracing IoT in Manufacturing 3. The Power of IoT in Supply Chain 4. IoT: Use Cases in Smart Factories 5. Business Factors and Optimization for IoT Implementation 6. Challenges and Solutions 7. Artificial Intelligence in Manufacturing 8. The Future of IoT 9. Key Takeaways

Industry 4.0 Data Analytics

Author : Rajesh Agnihotri,Samuel New
Publisher : Createspace Independent Publishing Platform
Page : 174 pages
File Size : 53,7 Mb
Release : 2016-07-31
Category : Electronic
ISBN : 1534778284

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Industry 4.0 Data Analytics by Rajesh Agnihotri,Samuel New Pdf

Global supply chains are entering an exciting era driven by technological innovation. Buzzwords like Big Data Analytics, IoT, Smart Manufacturing, Smart Logistics and Industries 4.0 are generating both interest and confusion in the business community. This book's comprehensive, one-of-a-kind coverage, journeys from the birth of digital data during Industries 3.0, to the latest practices, trends, and emerging developments in Industries 4.0. The balanced approach of the book follows the natural flow of supply chain processes and provides a deeper insight into the role data analytics plays in streamlining today's business models. Well-organized chapters demonstrate the practical applications of data analytics in today's supply chain workplace, and provide a wealth of real-world business examples. The book provides a step-by-step approach to building your own data analytics strategy.

Logistics 4.0 and Future of Supply Chains

Author : İsmail İyigün,Ömer Faruk Görçün
Publisher : Springer Nature
Page : 287 pages
File Size : 41,7 Mb
Release : 2021-11-14
Category : Business & Economics
ISBN : 9789811656446

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Logistics 4.0 and Future of Supply Chains by İsmail İyigün,Ömer Faruk Görçün Pdf

This book provides a detailed theoretical background of Logistics 4.0 using real-world examples and case studies and proposes a methodological framework to understand the technological revolutions happening in the present day from the perspective of logistics management. With the fourth industrial revolution, new technologies, such as artificial intelligence, cloud computing, 3D printers and the Internet of Things started to take greater prominence in the world of business. One of the sectors most affected by changes brought on by this Industry 4.0 is logistics, which has given rise to the concept of Logistics 4.0. Covering a wide range of topics on Logistics 4.0, such as warehousing, big data, 3D printing, robotics and cloud computing, this book would be a valuable read for those involved in logistics management, academics and students in the areas of supply chain management, logistics, industry 4, and big data. .

Big Data Analytics in Supply Chain Management

Author : Iman Rahimi,Amir H. Gandomi,Simon James Fong,M. Ali Ülkü
Publisher : CRC Press
Page : 211 pages
File Size : 48,7 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.

Internet of Things

Author : Ravi Ramakrishnan,Loveleen Gaur
Publisher : CRC Press
Page : 192 pages
File Size : 44,8 Mb
Release : 2019-06-04
Category : Business & Economics
ISBN : 9780429943447

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Internet of Things by Ravi Ramakrishnan,Loveleen Gaur Pdf

The concept of Internet of Things has silently existed since the late nineteenth century but in the current decade expectations and excitement has peaked. However not many have understood the profound change that it can usher in. How big this change can be and how it can transform our working!! This book aims to bring in this realization with illustrative and practical case studies with comprehensive concepts. From beginners to practitioners in the field of academics or industry, it serves as a comprehensive yet easy to comprehend source of information on the multiple facets of IoT. Simplistic but comprehensive introduction of the facets of primarily the industrial IoT Practical adoption cases explaining the Core technology stack and business applications Comprehensive view of current technologies which complete the IoT delivery ecosystem, followed by overview of IoT enabled new business models. Realistic view of how industrial firms can evolve into the next stage of maturity along with determinants influencing this transformation since manufacturing is envisioned to be a key segment to adopt and benefit from IoT. Detailed analysis of IoT benefits for the universal triad- energy management, logistics optimization and distribution channel management. A full-fledged case study on Adoption of Green manufacturing using IoT. Real world example of gauging End User perception using different models which is important for a successful adoption of IoT. A futuristic visionary view of IoT as comprehended based on evolution of technology and platforms, and finally analysis of the extremely crucial concepts of security, privacy and governance.

The Internet of Things in the Modern Business Environment

Author : Lee, In
Publisher : IGI Global
Page : 340 pages
File Size : 52,5 Mb
Release : 2017-03-31
Category : Business & Economics
ISBN : 9781522521051

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The Internet of Things in the Modern Business Environment by Lee, In Pdf

The industrial internet is a new and upcoming technology that is changing the practices of organizations and corporations everywhere. Through research and application, opportunities can arise from implementing these new systems and devices. The Internet of Things in the Modern Business Environment is an essential reference source for the latest scholarly research on varying aspects of the interworking of smart devices within a business setting and explores the impact of these devices on company operations and models. Featuring extensive coverage on a broad range of topics such as supply chain management, information sharing, and data analytics, this publication is ideally designed for researchers, managers, and students seeking current research on the expansion of technology in commerce.

The Internet of Things in the Industrial Sector

Author : Zaigham Mahmood
Publisher : Springer
Page : 326 pages
File Size : 44,8 Mb
Release : 2019-08-02
Category : Computers
ISBN : 9783030248925

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The Internet of Things in the Industrial Sector by Zaigham Mahmood Pdf

This book has a focus on the development and deployment of the Industrial Internet of Things (IIoT) paradigm, discussing frameworks, methodologies, benefits and limitations, as well as providing case studies of employing the IoT vision in the industrial domain. IIoT is becoming an attractive business reality for many organisations such as manufacturing, logistics, oil and gas, energy and other utilities, mining, aviation, and many more. The opportunities for this paradigm are huge, and according to one report, the IIoT market is predicted to reach $125 billion by 2021. The driving philosophy behind the IIoT is that smart machines are better than humans at accurately capturing, analysing and communicating real-time data. The underlying technologies include distributed computing, machine learning, artificial intelligence, and machine-to-machine communication, with a typical IIoT system consisting of intelligent systems (applications, controllers, sensors, and security mechanisms), data communication infrastructure (cloud computing, edge computing, etc.), data analytics (to support business intelligence and corporate decision making), and most importantly the human element. The promised benefits of the IIoT include enhanced safety, better reliability, smart metering, inventory management, equipment tracking, and facilities management. There are, however, numerous issues that are also becoming the focus of active research, such as concerns regarding service availability, data security, and device communication. Lack of ubiquitous interoperability between heterogeneous devices is also a major concern. This book intends to fill a gap in the IIoT literature by providing the scientific contributions and latest developments from researchers and practitioners of international repute, focusing on frameworks, methodologies, benefits, and inherent issues/barriers to connected environments, especially in industrial settings. The intended audience includes network specialists, hardware engineers, and security experts who wish to adopt newer approaches for device connectivity, IoT security, and sensor-based devices design. University level students, researchers and practitioners will also find the latest innovation in technology and newer approaches relevant to the IIoT from a distributed computing perspective.

Guide to Industrial Analytics

Author : Richard Hill,Stuart Berry
Publisher : Springer Nature
Page : 285 pages
File Size : 45,6 Mb
Release : 2021-09-27
Category : Computers
ISBN : 9783030791049

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Guide to Industrial Analytics by Richard Hill,Stuart Berry Pdf

This textbook describes the hands-on application of data science techniques to solve problems in manufacturing and the Industrial Internet of Things (IIoT). Monitoring and managing operational performance is a crucial activity for industrial and business organisations. The emergence of low-cost, accessible computing and storage, through Industrial Digital Technologies (IDT) and Industry 4.0, has generated considerable interest in innovative approaches to doing more with data. Data science, predictive analytics, machine learning, artificial intelligence and general approaches to modelling, simulating and visualising industrial systems have often been considered topics only for research labs and academic departments. This textbook debunks the mystique around applied data science and shows readers, using tutorial-style explanations and real-life case studies, how practitioners can develop their own understanding of performance to achieve tangible business improvements. All exercises can be completed with commonly available tools, many of which are free to install and use. Readers will learn how to use tools to investigate, diagnose, propose and implement analytics solutions that will provide explainable results to deliver digital transformation.

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

Author : Amy Neustein,Parikshit N. Mahalle,Prachi Joshi,Gitanjali Rahul Shinde
Publisher : Springer Nature
Page : 589 pages
File Size : 41,5 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

Ethics, Machine Learning, and Python in Geospatial Analysis

Author : Galety, Mohammad Gouse,Natarajan, Arul Kumar,Gedefa, Tesfaye Fufa,Lemma, Tsegaye Demsis
Publisher : IGI Global
Page : 359 pages
File Size : 51,5 Mb
Release : 2024-04-29
Category : Technology & Engineering
ISBN : 9798369363836

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Ethics, Machine Learning, and Python in Geospatial Analysis by Galety, Mohammad Gouse,Natarajan, Arul Kumar,Gedefa, Tesfaye Fufa,Lemma, Tsegaye Demsis Pdf

In geospatial analysis, navigating the complexities of data interpretation and analysis presents a formidable challenge. Traditional methods often need to efficiently handle vast volumes of geospatial data while providing insightful and actionable results. Scholars and practitioners grapple with manual or rule-based approaches, hindering progress in understanding and addressing pressing issues such as climate change, urbanization, and resource management. Ethics, Machine Learning, and Python in Geospatial Analysis offers a solution to the challenges faced by leveraging the extensive library support and user-friendly interface of Python and machine learning. The book’s meticulously crafted chapters guide readers through the intricacies of Python programming and its application in geospatial analysis, from fundamental concepts to advanced techniques.

Industry 4.0 Technologies: Sustainable Manufacturing Supply Chains

Author : Vimal K E K,Sonu Rajak,Vikas Kumar,Rahul S. Mor,Almoayied Assayed
Publisher : Springer Nature
Page : 206 pages
File Size : 47,5 Mb
Release : 2023-09-13
Category : Technology & Engineering
ISBN : 9789819948949

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Industry 4.0 Technologies: Sustainable Manufacturing Supply Chains by Vimal K E K,Sonu Rajak,Vikas Kumar,Rahul S. Mor,Almoayied Assayed Pdf

This book covers topics related to implementation of advanced technologies, such as AI, big data, procurement 4.0, Logistics 4.0 and Lean 4.0, in Industry 4.0 for the manufacturing supply chain. Many applications of Industry 4.0 in the manufacturing supply chain have been presented. The content of this book is useful for students, researchers and professionals in order to implement Industry 4.0 in manufacturing supply chain.