Artificial Intelligence Applications in Manufacturing

Artificial Intelligence Applications in Manufacturing PDF Author: A. Fazel Famili
Publisher: Menlo Press, Calif. : AAAI Press/MIT Press
ISBN:
Category : Computers
Languages : en
Pages : 486

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Book Description
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.

Artificial Intelligence Applications in Manufacturing

Artificial Intelligence Applications in Manufacturing PDF Author: A. Fazel Famili
Publisher: Menlo Press, Calif. : AAAI Press/MIT Press
ISBN:
Category : Computers
Languages : en
Pages : 486

Get Book Here

Book Description
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.

The Future Computed: AI and Manufacturing

The Future Computed: AI and Manufacturing PDF Author: Greg Shaw
Publisher:
ISBN: 9781074042066
Category :
Languages : en
Pages : 140

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Book Description
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.

Reinventing Manufacturing and Business Processes Through Artificial Intelligence

Reinventing Manufacturing and Business Processes Through Artificial Intelligence PDF Author: Geeta Rana
Publisher: CRC Press
ISBN: 1000506045
Category : Business & Economics
Languages : en
Pages : 193

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Book Description
This edited 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 in Manufacturing Research

Artificial Intelligence in Manufacturing Research PDF Author: J. Paulo Davim
Publisher: Nova Science Publishers
ISBN: 9781626185579
Category : Computers
Languages : en
Pages : 0

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Book Description
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.

Applications of Artificial Intelligence in Additive Manufacturing

Applications of Artificial Intelligence in Additive Manufacturing PDF Author: Sachin Salunkhe
Publisher: Engineering Science Reference
ISBN: 9781799885160
Category : Additive manufacturing
Languages : en
Pages : 272

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Book Description
"This book provides introductory instruction on how to learn how to use artificial intelligence to produce additively manufactured parts, including a description of the starting points, what you can know, how it blends and how artificial intelligence in additive manufacturing apply"--

Artificial Intelligence in Industry 4.0

Artificial Intelligence in Industry 4.0 PDF Author: Alexiei Dingli
Publisher: Springer Nature
ISBN: 3030610454
Category : Technology & Engineering
Languages : en
Pages : 248

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Book Description
This book is intended to help management and other interested parties such as engineers, to understand the state of the art when it comes to the intersection between AI and Industry 4.0 and get them to realise the huge possibilities which can be unleashed by the intersection of these two fields. We have heard a lot about Industry 4.0, but most of the time, it focuses mainly on automation. In this book, the authors are going a step further by exploring advanced applications of Artificial Intelligence (AI) techniques, ranging from the use of deep learning algorithms in order to make predictions, up to an implementation of a full-blown Digital Triplet system. The scope of the book is to showcase what is currently brewing in the labs with the hope of migrating these technologies towards the factory floors. Chairpersons and CEOs must read these papers if they want to stay at the forefront of the game, ahead of their competition, while also saving huge sums of money in the process.

Handbook of Research on Integrating Industry 4.0 in Business and Manufacturing

Handbook of Research on Integrating Industry 4.0 in Business and Manufacturing PDF Author: Karabegovi?, Isak
Publisher: IGI Global
ISBN: 1799827267
Category : Business & Economics
Languages : en
Pages : 661

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Book Description
In Industry 4.0, industrial productions are adjusted to complete smart automation, which means introducing self-automation methods, self-configuration, self-diagnosis of problems and removal, cognition, and intelligent decision making. This implementation of Industry 4.0 brings about a change in business paradigms and production models, and this will be reflected at all levels of the production process including supply chains and will involve all workers in the production process from managers to cyber-physical systems designers and customers as end-users. The Handbook of Research on Integrating Industry 4.0 in Business and Manufacturing is an essential reference source that explores the development and integration of Industry 4.0 by examining changes and innovations to manufacturing processes as well as its applications in different industrial areas. Featuring coverage on a wide range of topics such as cyber physical systems, integration criteria, and artificial intelligence, this book is ideally designed for mechanical engineers, electrical engineers, manufacturers, supply chain managers, logistics specialists, investors, managers, policymakers, production scientists, researchers, academicians, and students at the postgraduate level.

Enterprise Modeling and Simulation

Enterprise Modeling and Simulation PDF Author: Joseph Barjis
Publisher: Emerald Group Publishing
ISBN: 9780857245182
Category : Business enterprises
Languages : en
Pages : 99

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Book Description
An enterprise is a complex sociotechnical system, purposefully designed for a certain service, which is realized through the business of the enterprise. The enterprise service is delivered to its customers in a certain business environment, which is often dynamic and changing. The already complex business operation (business processes) of modern enterprises are further challenged by the dynamicity posed by the enterprise business environment. For tackling this enterprise complexity (analysis and design), modeling and simulation have shown great potential. Modeling in enterprise study, especially during the analysis and design phases, plays crucial role as it represents a design artifact in a more visualized manner such as intuitive diagrams. This e-book, contains papers covering a broader application of modeling and simulation in the enterprise context. The papers show the diversity of application potential for enterprise modeling and simulation ranging from re-engineering to organizational aspects, technology alignment, and domain specific type of enterprise.

Computational Intelligence in Design and Manufacturing

Computational Intelligence in Design and Manufacturing PDF Author: Andrew Kusiak
Publisher: John Wiley & Sons
ISBN: 9780471348795
Category : Technology & Engineering
Languages : en
Pages : 562

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Book Description
Von der Produktidee über den Prototyp und die Modellsimulation bis zur Analyse: Dieser Band hilft Entwicklern und Designern beim Verständnis aller Abläufe im Zuge des Designs neuer Produkte, Prozesse und Systeme. Eine Fülle von Beispielen industrieller Anwendungen, realer Probleme und zugehöriger Lösungen hilft beim Vertiefen und Umsetzen des Stoffes. (05/00)

Intelligent and Sustainable Cement Production

Intelligent and Sustainable Cement Production PDF Author: Anjan Kumar Chatterjee
Publisher: CRC Press
ISBN: 1000475697
Category : Technology & Engineering
Languages : en
Pages : 512

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Book Description
This book captures the path of digital transformation that the cement enterprises are adopting progressively to elevate themselves to ‘Industry 4.0’ level. Digital innovations-based Internet of Things (IoT) and Artificial Intelligence (AI) are pertinent technologies for the cement enterprises as the manufacturing processes operate at very large scales with multiple inputs, outputs, and variables, resulting in the essentiality of big data management. Featuring contributions from cement industries worldwide, it covers various aspects of cement manufacturing from IoT, machine learning and data analytics perspective. It further discusses implementation of digital solutions in cement process and plants through case studies. Features: Present an up-to-date, consolidated view on modern cement manufacturing technology, applying new systems. Provides narration of complexity and variables in modern cement plants and processes. Discusses evolution of automation and computerization for the manufacturing processes. Covers application of ERP techniques to cement enterprises. Includes data-driven approaches for energy, environment, and quality management. This book aims at researchers and industry professionals involved in cement manufacturing, cement machinery and system suppliers, chemical engineering, process engineering, industrial engineering, and chemistry.