Artificial Neural Networks For Intelligent Manufacturing

Author : C.H. Dagli
Publisher : Springer Science & Business Media
Page : 474 pages
File Size : 50,9 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9789401107136

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Artificial Neural Networks for Intelligent Manufacturing by C.H. Dagli Pdf

The quest for building systems that can function automatically has attracted a lot of attention over the centuries and created continuous research activities. As users of these systems we have never been satisfied, and demand more from the artifacts that are designed and manufactured. The current trend is to build autonomous systems that can adapt to changes in their environment. While there is a lot to be done before we reach this point, it is not possible to separate manufacturing systems from this trend. The desire to achieve fully automated manufacturing systems is here to stay. Manufacturing systems of the twenty-first century will demand more flexibility in product design, process planning, scheduling and process control. This may well be achieved through integrated software and hardware archi tectures that generate current decisions based on information collected from manufacturing systems environment, and execute these decisions by converting them into signals transferred through communication network. Manufacturing technology has not yet reached this state. However, the urge for achieving this goal is transferred into the term 'Intelligent Systems' that we started to use more in late 1980s. Knowledge-based systems, our first efforts in this endeavor, were not sufficient to generate the 'Intelligence' required - our quest still continues. Artificial neural network technology is becoming an integral part of intelligent manufacturing systems and will have a profound impact on the design of autonomous engineering systems over the next few years.

Author : Mohammed Jamshidi,Hamid R. Parsaei
Publisher : Pearson Education
Page : 451 pages
File Size : 44,9 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 : . Hamid R. Parsaei - University of Louisville,Mohammad Jamshidi,H. R. Parsaei
Publisher : Unknown
Page : 390 pages
File Size : 44,6 Mb
Release : 1995
Category : CAD/CAM systems
ISBN : 0132442736

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Design and Implementation of Intelligent Manufacturing Systems: From Expert Systems, Neural Networks, to Fuzzy Logic by . Hamid R. Parsaei - University of Louisville,Mohammad Jamshidi,H. R. Parsaei Pdf

Author : George Chryssolouris,Kosmas Alexopoulos,Zoi Arkouli
Publisher : Springer Nature
Page : 142 pages
File Size : 55,6 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 : Cihan H. Dagli,Andrew Kusiak
Publisher : American Society of Mechanical Engineers
Page : 512 pages
File Size : 47,9 Mb
Release : 1994
Category : Computers
ISBN : UOM:39015032961974

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Intelligent Systems in Design and Manufacturing by Cihan H. Dagli,Andrew Kusiak Pdf

Focuses on solutions to problems in design and manufacturing engineering, presenting a variety of problem solving approaches and practical examples. Covers neural networks and other artificial intelligence tools, computational models for conceptual design, desirable functionalities of intelligent CA

Author : H. R. Parsaei,Mohammad Jamshidi
Publisher : Unknown
Page : 390 pages
File Size : 46,8 Mb
Release : 1995
Category : CAD/CAM systems
ISBN : 0131920308

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Design and Implementation of Intelligent Manufacturing Systems by H. R. Parsaei,Mohammad Jamshidi Pdf

Author : Arturo Molina,Pedro Ponce,Jhonattan Miranda,Daniel Cortés
Publisher : Springer Nature
Page : 394 pages
File Size : 51,9 Mb
Release : 2021-02-08
Category : Technology & Engineering
ISBN : 9783030655471

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Enabling Systems for Intelligent Manufacturing in Industry 4.0 by Arturo Molina,Pedro Ponce,Jhonattan Miranda,Daniel Cortés Pdf

This book introduces the concept of sensing, smart and sustainable systems (S3 systems) to support the design and redesign of products, services, business and manufacturing processes, manufacturing systems, and enterprises. The concept of S3 systems theory is introduced and explained in detail to support designers and engineers in their development task. This approach is embraced in the implementation of emergent Information and communication technologies and artificial intelligence techniques. The text helps the reader to understand the relationship between intelligent manufacturing, S3 systems and Industry 4.0. It presents a review of current approaches to design and development of technology-based products. Finally, it enlarges on the sensing, smart and sustainable systems theory to give examples of S3 systems as case studies.

Author : Mohammed Jamshidi
Publisher : Unknown
Page : 403 pages
File Size : 41,9 Mb
Release : 1900
Category : Electronic
ISBN : OCLC:1027206285

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Design And Implementation Of Intelligent Manufacturing Systems by Mohammed Jamshidi Pdf

This is the eBook version of the printed book. If the print book includes a CD-ROM, this content is not included within the eBook version. 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 : K. Palanikumar,Elango Natarajan,Ramesh Sengottuvelu,J. Paulo Davim
Publisher : Springer Nature
Page : 268 pages
File Size : 52,6 Mb
Release : 2021-05-31
Category : Technology & Engineering
ISBN : 9783030700096

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Futuristic Trends in Intelligent Manufacturing by K. Palanikumar,Elango Natarajan,Ramesh Sengottuvelu,J. Paulo Davim Pdf

This book shows how Industry 4.0 is a strategic approach for integrating advanced control systems with Internet technology enabling communication between people, products and complex systems. It includes processes such as machining features, machining knowledge, execution control, operation planning, machine tool selection and cutting tool. This book focuses on different articles related to advanced technologies, and their integration to foster Industry 4.0, being useful for researchers as well as industrialists to refer and utilize the information in production control.

Author : Mukhdeep Singh Manshahia,Valeriy Kharchenko,Elias Munapo,J. Joshua Thomas,Pandian Vasant
Publisher : John Wiley & Sons
Page : 944 pages
File Size : 51,7 Mb
Release : 2022-02-11
Category : Technology & Engineering
ISBN : 9781119792628

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Handbook of Intelligent Computing and Optimization for Sustainable Development by Mukhdeep Singh Manshahia,Valeriy Kharchenko,Elias Munapo,J. Joshua Thomas,Pandian Vasant Pdf

HANDBOOK OF INTELLIGENT COMPUTING AND OPTIMIZATION FOR SUSTAINABLE DEVELOPMENT This book provides a comprehensive overview of the latest breakthroughs and recent progress in sustainable intelligent computing technologies, applications, and optimization techniques across various industries. Optimization has received enormous attention along with the rapidly increasing use of communication technology and the development of user-friendly software and artificial intelligence. In almost all human activities, there is a desire to deliver the highest possible results with the least amount of effort. Moreover, optimization is a very well-known area with a vast number of applications, from route finding problems to medical treatment, construction, finance, accounting, engineering, and maintenance schedules in plants. As far as optimization of real-world problems is concerned, understanding the nature of the problem and grouping it in a proper class may help the designer employ proper techniques which can solve the problem efficiently. Many intelligent optimization techniques can find optimal solutions without the use of objective function and are less prone to local conditions. The 41 chapters comprising the Handbook of Intelligent Computing and Optimization for Sustainable Development by subject specialists, represent diverse disciplines such as mathematics and computer science, electrical and electronics engineering, neuroscience and cognitive sciences, medicine, and social sciences, and provide the reader with an integrated understanding of the importance that intelligent computing has in the sustainable development of current societies. It discusses the emerging research exploring the theoretical and practical aspects of successfully implementing new and innovative intelligent techniques in a variety of sectors, including IoT, manufacturing, optimization, and healthcare. Audience It is a pivotal reference source for IT specialists, industry professionals, managers, executives, researchers, scientists, and engineers seeking current research in emerging perspectives in the field of artificial intelligence in the areas of Internet of Things, renewable energy, optimization, and smart cities.

Author : Adel El-Shahat
Publisher : BoD – Books on Demand
Page : 298 pages
File Size : 43,8 Mb
Release : 2018-02-28
Category : Computers
ISBN : 9789535137801

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Advanced Applications for Artificial Neural Networks by Adel El-Shahat Pdf

In this book, highly qualified multidisciplinary scientists grasp their recent researches motivated by the importance of artificial neural networks. It addresses advanced applications and innovative case studies for the next-generation optical networks based on modulation recognition using artificial neural networks, hardware ANN for gait generation of multi-legged robots, production of high-resolution soil property ANN maps, ANN and dynamic factor models to combine forecasts, ANN parameter recognition of engineering constants in Civil Engineering, ANN electricity consumption and generation forecasting, ANN for advanced process control, ANN breast cancer detection, ANN applications in biofuels, ANN modeling for manufacturing process optimization, spectral interference correction using a large-size spectrometer and ANN-based deep learning, solar radiation ANN prediction using NARX model, and ANN data assimilation for an atmospheric general circulation model.

Author : Kamruzzaman, Joarder,Begg, Rezaul,Sarker, Ruhul
Publisher : IGI Global
Page : 299 pages
File Size : 44,9 Mb
Release : 2006-03-31
Category : Computers
ISBN : 9781591406723

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Artificial Neural Networks in Finance and Manufacturing by Kamruzzaman, Joarder,Begg, Rezaul,Sarker, Ruhul Pdf

"This book presents a variety of practical applications of neural networks in two important domains of economic activity: finance and manufacturing"--Provided by publisher.

Author : Andrew Tan
Publisher : Springer Nature
Page : 566 pages
File Size : 49,9 Mb
Release : 2024-06-29
Category : Electronic
ISBN : 9789819984985

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Advances in Intelligent Manufacturing and Robotics by Andrew Tan Pdf

Author : Tawfik Masrour,Ibtissam El Hassani,Noureddine Barka
Publisher : Springer Nature
Page : 318 pages
File Size : 42,5 Mb
Release : 2023-10-16
Category : Technology & Engineering
ISBN : 9783031435249

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Artificial Intelligence and Industrial Applications by Tawfik Masrour,Ibtissam El Hassani,Noureddine Barka Pdf

Amid the dynamic growth of artificial intelligence, this book presents a collection of findings and advancements from the second edition of the A2IA-Artificial Intelligence and Industrial Applications conference. The conference, hosted by ENSAM-Meknès at Moulay Ismail University, Morocco, fosters knowledge exchange in AI, focusing primarily on its industrial applications. Covering a wide range of topics, the book highlights the adaptable nature of AI and its increasing impact on industrial sectors. It brings together contributions from an international cohort of researchers, discussing themes such as intelligent manufacturing and maintenance, intelligent supply chain management, various modes of learning including supervised, unsupervised, reinforcement, semi-supervised, and graph-based, as well as neural networks, deep learning, planning, and optimization. A defining feature of this edition is its extensive scope and emphasis on the practical applications of AI, along with its foundational elements. It facilitates an understanding of AI's current state and potential future direction, showcasing recent developments that bridge the gap between theory and practice. Designed for a diverse readership, this book is of interest to AI practitioners, academics, and enthusiasts, as well as to those new to the field. It provides an opportunity to explore AI's critical role in industrial applications, and the practical insights it offers are likely to be beneficial for decision-making within industrial settings.

Author : Lyes Benyoucef,Bernard Grabot
Publisher : Springer Science & Business Media
Page : 516 pages
File Size : 43,7 Mb
Release : 2010-05-10
Category : Computers
ISBN : 9781849961196

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Artificial Intelligence Techniques for Networked Manufacturing Enterprises Management by Lyes Benyoucef,Bernard Grabot Pdf

Artificial Intelligence Techniques for Networked Manufacturing Enterprises Management addresses prominent concepts and applications of AI technologies in the management of networked manufacturing enterprises. The aim of this book is to align latest practices, innovation and case studies with academic frameworks and theories, where AI techniques are used efficiently for networked manufacturing enterprises. More specifically, it includes the latest research results and projects at different levels addressing quick-response system, theoretical performance analysis, performance and capability demonstration. The role of emerging AI technologies in the modelling, evaluation and optimisation of networked enterprises’ activities at different decision levels is also covered. Artificial Intelligence Techniques for Networked Manufacturing Enterprises Management is a valuable guide for postgraduates and researchers in industrial engineering, computer science, automation and operations research.