Artificial Intelligence In Manufacturing


Artificial Intelligence In Manufacturing
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Artificial Intelligence In Manufacturing


Artificial Intelligence In Manufacturing
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Author : John Soldatos
language : en
Publisher: Springer
Release Date : 2024-01-03

Artificial Intelligence In Manufacturing written by John Soldatos and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-03 with Technology & Engineering categories.


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.



Artificial Intelligence In Mechanical And Industrial Engineering


Artificial Intelligence In Mechanical And Industrial Engineering
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Author : Kaushik Kumar
language : en
Publisher: CRC Press
Release Date : 2021-06-21

Artificial Intelligence In Mechanical And Industrial Engineering written by Kaushik Kumar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-21 with Computers categories.


Artificial Intelligence in Mechanical and Industrial Engineering offers a unified platform for the dissemination of basic and applied knowledge on the integration of artificial intelligence within the realm of mechanical and industrial engineering. The book covers the tools and information needed to build successful careers and a source of knowledge for those working with AI within these domains. The book offers a systematic approach to explicate fundamentals as well as recent advances. It incorporates various case studies for major topics as well as numerous examples. It will also include real-time intelligent automation and associated supporting methodologies and techniques, and cover decision-support systems, as well as applications of Chaos Theory and Fractals. The book will give scientists, researchers, instructors, students, and practitioners the tools and information needed to build successful careers and to be an impetus to advancements in next-generation mechanical and industrial engineering domains.



Artificial Intelligence Applications In Manufacturing


Artificial Intelligence Applications In Manufacturing
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Author : A. Fazel Famili
language : en
Publisher: Menlo Press, Calif. : AAAI Press/MIT Press
Release Date : 1992

Artificial Intelligence Applications In Manufacturing written by A. Fazel Famili and has been published by Menlo Press, Calif. : AAAI Press/MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Computers categories.


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.



Reinventing Manufacturing And Business Processes Through Artificial Intelligence


Reinventing Manufacturing And Business Processes Through Artificial Intelligence
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Author : Geeta Rana
language : en
Publisher: CRC Press
Release Date : 2021-12

Reinventing Manufacturing And Business Processes Through Artificial Intelligence written by Geeta Rana and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12 with Artificial intelligence categories.


"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"--



Artificial Intelligence Applications In Manufacturing


Artificial Intelligence Applications In Manufacturing
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Author : Richard Kendall Miller
language : en
Publisher:
Release Date : 1988

Artificial Intelligence Applications In Manufacturing written by Richard Kendall Miller and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Artificial intelligence categories.




Explainable Artificial Intelligence Xai In Manufacturing


Explainable Artificial Intelligence Xai In Manufacturing
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Author : Tin-Chih Toly Chen
language : en
Publisher: Springer Nature
Release Date : 2023-03-16

Explainable Artificial Intelligence Xai In Manufacturing written by Tin-Chih Toly Chen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-16 with Technology & Engineering categories.


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.



A Perspective On Artificial Intelligence In Manufacturing


A Perspective On Artificial Intelligence In Manufacturing
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Author : George Chryssolouris
language : en
Publisher: Springer
Release Date : 2024-01-03

A Perspective On Artificial Intelligence In Manufacturing written by George Chryssolouris and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-03 with Computers categories.


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.



Artificial Intelligence In Manufacturing Research


Artificial Intelligence In Manufacturing Research
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Author : J. Paulo Davim
language : en
Publisher: Nova Science Publishers
Release Date : 2013

Artificial Intelligence In Manufacturing Research written by J. Paulo Davim and has been published by Nova Science Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Artificial intelligence categories.


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.



Ai In Manufacturing And Green Technology


Ai In Manufacturing And Green Technology
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Author : Sambit Kumar Mishra
language : en
Publisher: CRC Press
Release Date : 2020-10-21

Ai In Manufacturing And Green Technology written by Sambit Kumar Mishra and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-21 with Technology & Engineering categories.


This book focuses on environmental sustainability by employing elements of engineering and green computing through modern educational concepts and solutions. It visualizes the potential of artificial intelligence, enhanced by business activities and strategies for rapid implementation, in manufacturing and green technology. This book covers utilization of renewable resources and implementation of the latest energy-generation technologies. It discusses how to save natural resources from depletion and illustrates facilitation of green technology in industry through usage of advanced materials. The book also covers environmental sustainability and current trends in manufacturing. The book provides the basic concepts of green technology, along with the technology aspects, for researchers, faculty, and students.



Smart Manufacturing Factory


Smart Manufacturing Factory
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Author : Jiafu Wan
language : en
Publisher: CRC Press
Release Date : 2023-12-14

Smart Manufacturing Factory written by Jiafu Wan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-14 with categories.


Artificial Intelligence (AI) technologies enable manufacturing systems to sense the environment, adapt to external needs, and extract process knowledge. This book therefore focuses on the implementation of AI in customized manufacturing (CM).