Computational Intelligence In Manufacturing

Author : Kaushik Kumar,Ganesh M. Kakandikar,J. Paulo Davim
Publisher : Woodhead Publishing
Page : 226 pages
File Size : 44,7 Mb
Release : 2022-05-28
Category : Computers
ISBN : 9780323918558

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Computational Intelligence in Manufacturing by Kaushik Kumar,Ganesh M. Kakandikar,J. Paulo Davim Pdf

Computational Intelligence in Manufacturing addresses applications of AI, machine learning and other innovative computational techniques across the manufacturing supply chain. The rapid development of smart or digital manufacturing known as Industry 4.0 has swiftly provided a large number of opportunities for product and manufacturing process improvement. Selecting the appropriate technologies and combining them successfully is a challenge this book helps readers overcome . It explains how to prepare different manufacturing cells for flexibility and enhanced productivity with better supply chain management, e.g., calibrating design machine tools for automation and agility. Computational intelligence applications for non-conventional manufacturing processes such as ECM and EDM are covered alongside recent advances in traditional processes like casting, welding and metal forming. As well as describing specific applications, this practical guide also explains the computational intelligence paradigm for enhanced supply chain management. Includes hot topics such as augmented and virtual reality applications in manufacturing Provides details of computational techniques, such as nature inspired algorithms for manufacturing process modeling Gives practical technical advice on how to calibrate processes and tools to work efficiently in an industry 4.0 system

Author : Laha, Dipak,Mandal, Purnendu
Publisher : IGI Global
Page : 516 pages
File Size : 55,5 Mb
Release : 2007-11-30
Category : Computers
ISBN : 9781599045849

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Handbook of Computational Intelligence in Manufacturing and Production Management by Laha, Dipak,Mandal, Purnendu Pdf

During the last two decades, computer and information technologies have forced great changes in the ways businesses manage operations in meeting the desired quality of products and services, customer demands, competition, and other challenges. The Handbook of Computational Intelligence in Manufacturing and Production Management focuses on new developments in computational intelligence in areas such as forecasting, scheduling, production planning, inventory control, and aggregate planning, among others. This comprehensive collection of research provides cutting-edge knowledge on information technology developments for both researchers and professionals in fields such as operations and production management, Web engineering, artificial intelligence, and information resources management.

Author : Cengiz Kahraman
Publisher : Springer Science & Business Media
Page : 683 pages
File Size : 40,7 Mb
Release : 2012-11-05
Category : Technology & Engineering
ISBN : 9789491216770

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Computational Intelligence Systems in Industrial Engineering by Cengiz Kahraman Pdf

Industrial engineering is a branch of engineering dealing with the optimization of complex processes or systems. It is concerned with the development, improvement, implementation and evaluation of production and service systems. Computational Intelligence Systems find a wide application area in industrial engineering: neural networks in forecasting, fuzzy sets in capital budgeting, ant colony optimization in scheduling, Simulated Annealing in optimization, etc. This book will include most of the application areas of industrial engineering through these computational intelligence systems. In the literature, there is no book including many real and practical applications of Computational Intelligence Systems from the point of view of Industrial Engineering. Every chapter will include explanatory and didactic applications. It is aimed that the book will be a main source for MSc and PhD students.

Author : Jun Wang,Andrew Kusiak
Publisher : CRC Press
Page : 573 pages
File Size : 45,6 Mb
Release : 2000-12-27
Category : Technology & Engineering
ISBN : 9781420041934

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Computational Intelligence In Manufacturing Handbook by Jun Wang,Andrew Kusiak Pdf

Despite the large volume of publications devoted to neural networks, fuzzy logic, and evolutionary programming, few address the applications of computational intelligence in design and manufacturing. Computational Intelligence in Manufacturing Handbook fills this void as it covers the most recent advances in this area and state-of-the-art applicati

Author : Diego Andina,D. T. Pham
Publisher : Unknown
Page : 212 pages
File Size : 50,8 Mb
Release : 2007
Category : Computational intelligence
ISBN : OCLC:1255746121

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Computational Intelligence for Engineering and Manufacturing by Diego Andina,D. T. Pham Pdf

Author : Andrew Kusiak
Publisher : John Wiley & Sons
Page : 562 pages
File Size : 41,9 Mb
Release : 2000-05-22
Category : Technology & Engineering
ISBN : 0471348791

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Computational Intelligence in Design and Manufacturing by Andrew Kusiak Pdf

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)

Author : Richard Kendall Miller,Terri C. Walker
Publisher : Unknown
Page : 384 pages
File Size : 53,9 Mb
Release : 1988
Category : Artificial intelligence
ISBN : UOM:39015013833630

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

Author : Deepak Sinwar,Kamalakanta Muduli,Vijaypal Singh Dhaka,Vijander Singh
Publisher : CRC Press
Page : 223 pages
File Size : 46,5 Mb
Release : 2023-09-25
Category : Technology & Engineering
ISBN : 9781000932966

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Computational Intelligence based Optimization of Manufacturing Process for Sustainable Materials by Deepak Sinwar,Kamalakanta Muduli,Vijaypal Singh Dhaka,Vijander Singh Pdf

The text comprehensively discusses computational models including artificial neural networks, agent-based models, and decision field theory for reliability engineering. It will serve as an ideal reference text for graduate students and academic researchers in the fields of industrial engineering, manufacturing engineering, computer engineering, and materials science. Discusses the development of sustainable materials using metaheuristic approaches. Covers computational models such as agent-based models, ontology, and decision field theory for reliability engineering. Presents swarm intelligence methods such as ant colony optimization, particle swarm optimization, and grey wolf optimization for solving the manufacturing process. Include case studies for industrial optimizations. Explores the use of computational optimization for reliability and maintainability theory. The text covers swarm intelligence techniques including ant colony optimization, particle swarm optimization, cuckoo search, and genetic algorithms for solving complex industrial problems of the manufacturing industry as well as predicting reliability, maintainability, and availability of several industrial components.

Author : Salunkhe, Sachin,Hussein, Hussein Mohammed Abdel Moneam,Davim, J. Paulo
Publisher : IGI Global
Page : 240 pages
File Size : 41,7 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 : Xing, Bo
Publisher : IGI Global
Page : 348 pages
File Size : 53,7 Mb
Release : 2013-12-31
Category : Technology & Engineering
ISBN : 9781466649095

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Computational Intelligence in Remanufacturing by Xing, Bo Pdf

In attempts to reduce greenhouse gas emissions, many alternatives to manufacturing have been recommended from a number of international organizations. Although challenges will arise, remanufacturing has the ability to transform ecological and business value. Computational Intelligence in Remanufacturing introduces various computational intelligence techniques that are applied to remanufacturing-related issues, results, and lessons from specific applications while highlighting future development and research. This book is an essential reference for students, researchers, and practitioners in mechanical, industrial, and electrical engineering.

Author : Ganesh M. Kakandikar,Dinesh G. Thakur
Publisher : CRC Press
Page : 279 pages
File Size : 46,5 Mb
Release : 2020-12-08
Category : Technology & Engineering
ISBN : 9781000258387

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Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems by Ganesh M. Kakandikar,Dinesh G. Thakur Pdf

The manufacturing system is going through substantial changes and developments in light of Industry 4.0. Newer manufacturing technologies are being developed and applied. There is a need to optimize these techniques when applied in different circumstances with respect to materials, tools, product configurations, and process parameters. This book covers computational intelligence applied to manufacturing. It discusses nature-inspired optimization of processes and their design and development in manufacturing systems. It explores all manufacturing processes, at both macro and micro levels, and offers manufacturing philosophies. Nonconventional manufacturing, real industry problems and case studies, research on generative processes, and relevance of all this to Industry 4.0 is also included. Researchers, students, academicians, and industry professionals will find this reference title very useful.

Author : Alexiei Dingli,Foaad Haddod,Christina Klüver
Publisher : Springer Nature
Page : 248 pages
File Size : 51,8 Mb
Release : 2021-02-27
Category : Technology & Engineering
ISBN : 9783030610456

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Artificial Intelligence in Industry 4.0 by Alexiei Dingli,Foaad Haddod,Christina Klüver Pdf

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.

Author : Kesheng Wang
Publisher : Unknown
Page : 454 pages
File Size : 50,9 Mb
Release : 2005-01-01
Category : Computational intelligence
ISBN : 0975100491

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Applied Computational Intelligence in Intelligent Manufacturing Systems by Kesheng Wang Pdf

Author : J. Paulo Davim
Publisher : Walter de Gruyter GmbH & Co KG
Page : 128 pages
File Size : 40,8 Mb
Release : 2020-07-06
Category : Technology & Engineering
ISBN : 9783110575422

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Manufacturing in Digital Industries by J. Paulo Davim Pdf

Digital Industry can provide the framework for examining the challenges of future production technology. This book describes some of the various aspects that can, and may, influence future manufacturing. Computational intelligence techniques, cyber-physical systems, virtual and cloud-based manufacturing and man-machine interaction are studied and some of the most recent research completed by international experts in industry and academia is considered. Case studies provide practical solutions.

Author : Cihan H. Dagli,Andrew Kusiak
Publisher : American Society of Mechanical Engineers
Page : 512 pages
File Size : 53,6 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