A Perspective On Artificial Intelligence In Manufacturing

Author : George Chryssolouris,Kosmas Alexopoulos,Zoi Arkouli
Publisher : Springer Nature
Page : 142 pages
File Size : 54,8 Mb
Release : 2023-01-01
Category : Computers
ISBN : 9783031218286

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A Perspective on Artificial Intelligence in Manufacturing by George Chryssolouris,Kosmas Alexopoulos,Zoi Arkouli Pdf

This book investigates the rapid developments of Artificial intelligence (AI) as well as their capability to address efficiently and in a cost-effective manner issues of the manufacturing field. A number of manufacturing applications of AI related to manufacturing processes, robots, automation and manufacturing systems design and control, are presented and discussed. The book includes an outlook on a way forward to intelligent manufacturing, through AI. The real benefit from AI in manufacturing will not only derive through the automation of tasks but also through the provision of new levels of autonomy that will make entirely new applications possible and introduce new business processes in manufacturing.

Author : John Soldatos
Publisher : Springer
Page : 0 pages
File Size : 41,6 Mb
Release : 2024-01-03
Category : Technology & Engineering
ISBN : 3031464516

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Artificial Intelligence in Manufacturing by John Soldatos Pdf

This open access book presents a rich set of innovative solutions for artificial intelligence (AI) in manufacturing. The various chapters of the book provide a broad coverage of AI systems for state of the art flexible production lines including both cyber-physical production systems (Industry 4.0) and emerging trustworthy and human-centered manufacturing systems (Industry 5.0). From a technology perspective, the book addresses a wide range of AI paradigms such as deep learning, reinforcement learning, active learning, agent-based systems, explainable AI, industrial robots, and AI-based digital twins. Emphasis is put on system architectures and technologies that foster human-AI collaboration based on trusted interactions between workers and AI systems. From a manufacturing applications perspective, the book illustrates the deployment of these AI paradigms in a variety of use cases spanning production planning, quality control, anomaly detection, metrology, workers’ training, supply chain management, as well as various production optimization scenarios. This is an open access book.

Author : Geeta Rana
Publisher : CRC Press
Page : 253 pages
File Size : 48,8 Mb
Release : 2021-12
Category : Artificial intelligence
ISBN : 036770210X

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Reinventing Manufacturing and Business Processes Through Artificial Intelligence by Geeta Rana Pdf

"This book describes how newly emerging Artificial Intelligence (AI) technologies will provide unprecedented opportunities to penetrate technology and automation into everything we do, and at the same time, provide a huge playing field for businesses to develop newer models to capture market share. It establishes a milestone in understanding global transformational changes occurring in the manufacturing and corporate world due to AI and tries to find powerful and sophisticated solutions that will improve and streamline operations. Reinventing Manufacturing and Business Processes through Artificial Intelligence will be of interest to students, researchers, and professionals of the AI community as well as interdisciplinary researchers"--

Author : Markus Guerster
Publisher : Independently Published
Page : 0 pages
File Size : 53,8 Mb
Release : 2024-02-09
Category : Business & Economics
ISBN : 9798867387914

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Artificial Intelligence WILL Revolutionize Manufacturing by Markus Guerster Pdf

In "Artificial Intelligence WILL Revolutionize Manufacturing," Markus offers a concise yet profound exploration of how Artificial Intelligence is set to transform the manufacturing industry. Drawing from his own experiences and deep understanding of AI, Markus effectively demystifies the concept of Industry 4.0. The book focuses on the Industry 4.0 Flywheel, a model demonstrating how continuous improvement and innovation can be achieved through AI and Machine Learning. Markus provides actionable steps for manufacturers to integrate AI into their processes, emphasizing the technology's transformative potential. This guide is not just informative but a compelling invitation to industry professionals to embrace AI and drive a revolution in manufacturing.

Author : Salunkhe, Sachin,Hussein, Hussein Mohammed Abdel Moneam,Davim, J. Paulo
Publisher : IGI Global
Page : 240 pages
File Size : 46,7 Mb
Release : 2021-12-31
Category : Technology & Engineering
ISBN : 9781799885184

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Applications of Artificial Intelligence in Additive Manufacturing by Salunkhe, Sachin,Hussein, Hussein Mohammed Abdel Moneam,Davim, J. Paulo Pdf

After the recent launch of home-based personal 3D printers as well as government funding and company investments in advancing manufacturing initiatives, additive manufacturing has rapidly come to the forefront of discussion and become a more approachable lucrative career of particular interest to the younger generation. It is essential to identify the long-term competitive advantages and how to teach, inspire, and create a resolute community of supporters, learners, and new leaders in this important industry progression. Applications of Artificial Intelligence in Additive Manufacturing provides instruction on how to use artificial intelligence to produce additively manufactured parts. It discusses an overview of the field, the strategic blending of artificial intelligence and additive manufacturing, and features case studies on the various emerging technologies. Covering topics such as artificial intelligence models, experimental investigations, and online detections, this book is an essential resource for engineers, manufacturing professionals, computer scientists, AI scientists, researchers, educators, academicians, and students.

Author : Tin-Chih Toly Chen
Publisher : Springer Nature
Page : 110 pages
File Size : 49,5 Mb
Release : 2023-03-16
Category : Technology & Engineering
ISBN : 9783031279614

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Explainable Artificial Intelligence (XAI) in Manufacturing by Tin-Chih Toly Chen Pdf

This book provides a comprehensive overview of the latest developments in Explainable AI (XAI) and its applications in manufacturing. It covers the various methods, tools, and technologies that are being used to make AI more understandable and communicable for factory workers. With the increasing use of AI in manufacturing, there is a growing need to address the limitations of advanced AI methods that are difficult to understand or explain to those without a background in AI. This book addresses this need by providing a systematic review of the latest research and advancements in XAI specifically tailored for the manufacturing industry. The book includes real-world case studies and examples to illustrate the practical applications of XAI in manufacturing. It is a valuable resource for researchers, engineers, and practitioners working in the field of AI and manufacturing.

Author : Greg Shaw
Publisher : Unknown
Page : 140 pages
File Size : 44,7 Mb
Release : 2019-07-05
Category : Electronic
ISBN : 1074042069

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The Future Computed: AI and Manufacturing by Greg Shaw Pdf

The sector that led the first and second industrial revolutions is again at the forefront of adopting new technologies to raise productivity, reinvent business processes and create safer work environments. The Future Computed: AI and Manufacturing shares insights from leading companies, policy makers, and labor representatives on how AI is reshaping the marketplace, the workplace and the workforce. The second in Microsoft's Future Computed series, this new book sets out options for governments and industry to enable a competitive manufacturing sector, deliver AI in an ethical way and build a sustainable talent supply chain. The book looks at the digital and cultural transformation that AI is ushering in for manufacturers while offering some policy considerations to foster responsible innovation, improve worker safety, enhance job creation and drive national competitiveness.

Author : Mohammed Jamshidi,Hamid R. Parsaei
Publisher : Pearson Education
Page : 451 pages
File Size : 43,6 Mb
Release : 1995-05-24
Category : Technology & Engineering
ISBN : 9780132442077

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Design and Implementation of Intelligent Manufacturing Systems by Mohammed Jamshidi,Hamid R. Parsaei Pdf

The introduction of artificial intelligence, neural networks, and fuzzy logic into industry has given a new perspective to manufacturing processes in the U.S. and abroad. To help readers keep pace, this book addresses topics of intelligent manufacturing from a variety of theoretical, empirical, design, and implementation perspectives.

Author : Jake Krakauer
Publisher : Computer and Automated Systems Association of Sme
Page : 280 pages
File Size : 45,7 Mb
Release : 1987
Category : Computers
ISBN : UOM:39015011858662

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Smart Manufacturing with Artificial Intelligence by Jake Krakauer Pdf

Author : A. Fazel Famili,Dana S. Nau,Steven H. Kim
Publisher : Menlo Press, Calif. : AAAI Press/MIT Press
Page : 488 pages
File Size : 51,9 Mb
Release : 1992
Category : Artificial intelligence
ISBN : UCAL:B4585879

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Artificial Intelligence Applications in Manufacturing by A. Fazel Famili,Dana S. Nau,Steven H. Kim Pdf

The past decade has seen considerable advances in CAE tools that employ leading-edge artificial intelligence techniques and that can be used with CAD/CAM tools to reduce design costs. In three parts, this book covers current Al applications that can prove beneficial in the design and planning stages of manufacturing, that can assist in solving scheduling and control problems, and that can be used in manufacturing integration.A. F. Famili is Research Scientist at the Knowledge Systems Laboratory of the National Research Council of Canada. Steven H. Kim is Visiting Fellow at the Design Research Institute, Cornell University. Dana S. Nau an Associate Professor in the Computer Science Department at the University of Maryland.Contents: Application of Machine Learning to Industrial Planning and Decision Making. Incorporating Special Purpose Resource Design in Planning to Make More Efficient Plans. Geometric Reasoning Using a Feature Algebra. Backward Assembly Planning Symmetry Groups in Solid Model-Based Assembly Planning. An Expert System Approach for Economic Evaluation of Machining Operation Planning. Interactive Problem Solving for Production Planning. An Abstraction-Based Search and Learning Approach for Effective Scheduling. ADDYMS: Architecture for Distributed Dynamic Manufacturing Scheduling. An Architecture for Real Time Distributed Scheduling. Teamwork Among Intelligent Agents: Framework and Case Study in Robotic Service. Exploiting Local Flexibility During Execution of Precomputed Schedules. Symbolic Representation and Planning for Robot Control Systems in Manufacturing. An Architecture for Integrating Enterprise Automation. An Intelligent Agent Framework for Enterprise Integration. Integrated Software System for Intelligent Manufacturing. Enterprise Management Network Architecture: A Tool for Manufacturing Enterprise Integration. Design and Manufacturing: Integration through Quality.

Author : Soundar T. Kumara,Allen L. Soyster,Rangasami Laksminarayana Kashyap
Publisher : Unknown
Page : 706 pages
File Size : 47,9 Mb
Release : 1988
Category : Computers
ISBN : UOM:39015017963136

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Artificial Intelligence by Soundar T. Kumara,Allen L. Soyster,Rangasami Laksminarayana Kashyap Pdf

Author : J. Paulo Davim
Publisher : Nova Science Publishers
Page : 194 pages
File Size : 50,9 Mb
Release : 2010
Category : Artificial intelligence
ISBN : 1617615641

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Artificial Intelligence in Manufacturing Research by J. Paulo Davim Pdf

Author : Luis Romeral Martinez,Roque A. Osornio-Rios,Miguel Delgado Prieto
Publisher : BoD – Books on Demand
Page : 214 pages
File Size : 50,9 Mb
Release : 2020-03-25
Category : Technology & Engineering
ISBN : 9781838801410

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New Trends in the Use of Artificial Intelligence for the Industry 4.0 by Luis Romeral Martinez,Roque A. Osornio-Rios,Miguel Delgado Prieto Pdf

Industry 4.0 is based on the cyber-physical transformation of processes, systems and methods applied in the manufacturing sector, and on its autonomous and decentralized operation. Industry 4.0 reflects that the industrial world is at the beginning of the so-called Fourth Industrial Revolution, characterized by a massive interconnection of assets and the integration of human operators with the manufacturing environment. In this regard, data analytics and, specifically, the artificial intelligence is the vehicular technology towards the next generation of smart factories.Chapters in this book cover a diversity of current and new developments in the use of artificial intelligence on the industrial sector seen from the fourth industrial revolution point of view, namely, cyber-physical applications, artificial intelligence technologies and tools, Industrial Internet of Things and data analytics. This book contains high-quality chapters containing original research results and literature review of exceptional merit. Thus, it is in the aim of the book to contribute to the literature of the topic in this regard and let the readers know current and new trends in the use of artificial intelligence for the Industry 4.0.

Author : J. Paulo Davim
Publisher : Nova Science Publishers
Page : 0 pages
File Size : 42,7 Mb
Release : 2013
Category : Artificial intelligence
ISBN : 1626185573

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Artificial Intelligence in Manufacturing Research by J. Paulo Davim Pdf

Artificial intelligence is a sub-field of computer science concerned with understanding the nature of intelligence and constructing computer systems capable of intelligent action. This book aims to provide the research and review studies on artificial intelligence in manufacturing.

Author : Richard Kendall Miller,Terri C. Walker
Publisher : Unknown
Page : 390 pages
File Size : 55,7 Mb
Release : 1988
Category : Artificial intelligence
ISBN : WISC:89033940115

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Artificial Intelligence Applications in Manufacturing by Richard Kendall Miller,Terri C. Walker Pdf