Smart Machining Systems

Author : Kunpeng Zhu
Publisher : Springer Nature
ISBN 13 : 3030878783
Total Pages : 420 pages
Book Rating : 4.88/5 ( download)

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Download or read book Smart Machining Systems written by Kunpeng Zhu and published by Springer Nature. This book was released on 2021-11-23 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the tools to enhance the precision, automation and intelligence of modern CNC machining systems. Based on a detailed description of the technical foundations of the machining monitoring system, it develops the general idea of design and implementation of smart machining monitoring systems, focusing on the tool condition monitoring system. The book is structured in two parts. Part I discusses the fundamentals of machining systems, including modeling of machining processes, mathematical basics of condition monitoring and the framework of TCM from a machine learning perspective. Part II is then focused on the applications of these theories. It explains sensory signal processing and feature extraction, as well as the cyber-physical system of the smart machining system. Its utilisation of numerous illustrations and diagrams explain the ideas presented in a clear way, making this book a valuable reference for researchers, graduate students and engineers alike.

Author : Jason E. Smith
Publisher : Reaktion Books
ISBN 13 : 1789143179
Total Pages : 161 pages
Book Rating : 4.71/5 ( download)

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Download or read book Smart Machines and Service Work written by Jason E. Smith and published by Reaktion Books. This book was released on 2020-12-09 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent decades digital devices have reshaped daily life, while tech companies’ stock prices have thrust them to the forefront of the business world. In this rapid, global development, the promise of a new machine age has been accompanied by worries about accelerated joblessness thanks to new forms of automation. Jason E. Smith looks behind the techno-hype to lay out the realities of a period of economic slowdown and expanding debt: low growth rates and an increase of labor-intensive jobs at the bottom of the service sector. He shows how increasing inequality and poor working conditions have led to new forms of workers’ struggles. Ours is less an age of automation, Smith contends, than one in which stagnation is intertwined with class conflict.

Author : Shoshana Zuboff
Publisher : Cambridge University Press
ISBN 13 : 9780465032112
Total Pages : 492 pages
Book Rating : 4.17/5 ( download)

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Download or read book In The Age Of The Smart Machine written by Shoshana Zuboff and published by Cambridge University Press. This book was released on 1988 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: An analysis of the impact of computer technology in the workplace. Includes in-depth interviews with workers and managers.

Author : Sean Gerrish
Publisher : MIT Press
ISBN 13 : 0262537974
Total Pages : 313 pages
Book Rating : 4.71/5 ( download)

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Download or read book How Smart Machines Think written by Sean Gerrish and published by MIT Press. This book was released on 2019-10-22 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: Everything you want to know about the breakthroughs in AI technology, machine learning, and deep learning—as seen in self-driving cars, Netflix recommendations, and more. The future is here: Self-driving cars are on the streets, an algorithm gives you movie and TV recommendations, IBM’s Watson triumphed on Jeopardy over puny human brains, computer programs can be trained to play Atari games. But how do all these things work? In this book, Sean Gerrish offers an engaging and accessible overview of the breakthroughs in artificial intelligence and machine learning that have made today’s machines so smart. Gerrish outlines some of the key ideas that enable intelligent machines to perceive and interact with the world. He describes the software architecture that allows self-driving cars to stay on the road and to navigate crowded urban environments; the million-dollar Netflix competition for a better recommendation engine (which had an unexpected ending); and how programmers trained computers to perform certain behaviors by offering them treats, as if they were training a dog. He explains how artificial neural networks enable computers to perceive the world—and to play Atari video games better than humans. He explains Watson’s famous victory on Jeopardy, and he looks at how computers play games, describing AlphaGo and Deep Blue, which beat reigning world champions at the strategy games of Go and chess. Computers have not yet mastered everything, however; Gerrish outlines the difficulties in creating intelligent agents that can successfully play video games like StarCraft that have evaded solution—at least for now. Gerrish weaves the stories behind these breakthroughs into the narrative, introducing readers to many of the researchers involved, and keeping technical details to a minimum. Science and technology buffs will find this book an essential guide to a future in which machines can outsmart people.

Author : Shikha Agrawal
Publisher : Springer Nature
ISBN 13 : 9813348933
Total Pages : 688 pages
Book Rating : 4.36/5 ( download)

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Download or read book Machine Intelligence and Smart Systems written by Shikha Agrawal and published by Springer Nature. This book was released on 2021-04-08 with total page 688 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of peer-reviewed best selected research papers presented at the First International Conference on Machine Intelligence and Smart Systems 2020 (MISS 2020), organized during September 24–25, 2020, in Gwalior, India. The book presents new advances and research results in the fields of machine intelligence, artificial intelligence and smart systems. It includes main paradigms of machine intelligence algorithms, namely (1) neural networks, (2) evolutionary computation, (3) swarm intelligence, (4) fuzzy systems and (5) immunological computation.

Author : Uttam Ghosh
Publisher : CRC Press
ISBN 13 : 1040012558
Total Pages : 260 pages
Book Rating : 4.50/5 ( download)

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Download or read book Secure and Smart Cyber-Physical Systems written by Uttam Ghosh and published by CRC Press. This book was released on 2024-07-26 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cybersecurity is a paramount concern in both Internet of Things (IoT) and Cyber-Physical Systems (CPSs) due to the interconnected and often critical nature of these systems. The integration of AI/ML into the realm of IoT and CPS security has gained significant attention and momentum in recent years. The success of AI/ML in various domains has sparked interest in leveraging these technologies to enhance the security, resilience, and adaptability of IoT and CPS. Secure and Smart Cyber-Physical Systems provides an extensive exploration of AI/ML-based security applications in the context of IoT and CPS. Features Presents cutting-edge topics and research in IoT and CPS Includes contributions from leading worldwide researchers Focuses on CPS architectures for secure and smart environments Explores AI/ML and blockchain approaches for providing security and privacy to CPS including smart grids, smart cities, and smart healthcare Provides comprehensive guidance into the intricate world of software development for medical devices Covers a blueprint for the emergence of 6G communications technology in Industry 5.0 and federated-learning-based secure financial services This book covers state-of-the-art problems, existing solutions, and potential research directions for CPS researchers, scholars, and professionals in both industry and academia.

Author : Max Hoffmann
Publisher : Springer Nature
ISBN 13 : 3658277424
Total Pages : 318 pages
Book Rating : 4.20/5 ( download)

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Download or read book Smart Agents for the Industry 4.0 written by Max Hoffmann and published by Springer Nature. This book was released on 2019-09-11 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Max Hoffmann describes the realization of a framework that enables autonomous decision-making in industrial manufacturing processes by means of multi-agent systems and the OPC UA meta-modeling standard. The integration of communication patterns and SOA with grown manufacturing systems enables an upgrade of legacy environments in terms of Industry 4.0 related technologies. The added value of the derived solutions are validated through an industrial use case and verified by the development of a demonstrator that includes elements of self-optimization through Machine Learning and communication with high-level planning systems such as ERP. About the Author: Dr.-Ing. Max Hoffmann is a scientific researcher at the Institute of Information Management in Mechanical Engineering, RWTH Aachen University, Germany, and leads the group “Industrial Big Data”. His research emphasizes on production optimization by means of data integration through interoperability and communication standards for industrial manufacturing and integrated analysis by using Machine Learning and stream-based information processing.

Author : D. Jude Hemanth
Publisher : Springer Nature
ISBN 13 : 303108859X
Total Pages : 227 pages
Book Rating : 4.99/5 ( download)

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Download or read book Machine Learning Techniques for Smart City Applications: Trends and Solutions written by D. Jude Hemanth and published by Springer Nature. This book was released on 2022-09-19 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the application of different machine learning techniques to the sub-concepts of smart cities such as smart energy, transportation, waste management, health, infrastructure, etc. The focus of this book is to come up with innovative solutions in the above-mentioned issues with the purpose of alleviating the pressing needs of human society. This book includes content with practical examples which are easy to understand for readers. It also covers a multi-disciplinary field and, consequently, it benefits a wide readership including academics, researchers, and practitioners.

Author : J. Paulo Davim
Publisher : Springer
ISBN 13 : 3319784889
Total Pages : 373 pages
Book Rating : 4.85/5 ( download)

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Download or read book Introduction to Mechanical Engineering written by J. Paulo Davim and published by Springer. This book was released on 2018-04-28 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook fosters information exchange and discussion on all aspects of introductory matters of modern mechanical engineering from a number of perspectives including: mechanical engineering as a profession, materials and manufacturing processes, machining and machine tools, tribology and surface engineering, solid mechanics, applied and computational mechanics, mechanical design, mechatronics and robotics, fluid mechanics and heat transfer, renewable energies, biomechanics, nanoengineering and nanomechanics. At the end of each chapter, a list of 10 questions (and answers) is provided.

Author : Fei Tao
Publisher : Academic Press
ISBN 13 : 0128189185
Total Pages : 358 pages
Book Rating : 4.84/5 ( download)

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Download or read book Digital Twin Driven Smart Design written by Fei Tao and published by Academic Press. This book was released on 2020-05-22 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital Twin Driven Smart Design draws on the latest industry practice and research to establish a basis for the implementation of digital twin technology in product design. Coverage of relevant design theory and methodology is followed by detailed discussions of key enabling technologies that are supported by cutting-edge case studies of implementation. This groundbreaking book explores how digital twin technology can bring improvements to different kinds of product design process, including functional, lean and green. Drawing on the work of researchers at the forefront of this technology, this book is the ideal guide for anyone interested in digital manufacturing or computer-aided design. Provides detailed case studies that explore key applications of digital twin technology in design practice Introduces the concept of using digital twins to create the virtual commissioning of design projects Presents a framework to help engineers incorporate digital twins into their product design process