Manufacturing Optimization Through Intelligent Techniques 2006

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Manufacturing Optimization through Intelligent Techniques (2006)

Author : Rajendran Saravanan
Publisher : CRC Press
ISBN 13 : 1351360779
Total Pages : 273 pages
Book Rating : 4.3/5 (513 download)

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Book Synopsis Manufacturing Optimization through Intelligent Techniques (2006) by : Rajendran Saravanan

Download or read book Manufacturing Optimization through Intelligent Techniques (2006) written by Rajendran Saravanan and published by CRC Press. This book was released on 2017-11-22 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Effective utilization of equipment is critical to any manufacturing operation, especially with today's sophisticated, high-cost equipment and increased global competition. To meet these challenges in the manufacturing industry, you must understand and implement the myriad conventional and intelligent techniques for different types of manufacturing problems. Manufacturing Optimization Through Intelligent Techniques covers design of machine elements, integrated product development, machining tolerance allocation, selection of operating parameters for CNC machine tools, scheduling, part family formation, selection of robot coordinates, robot trajectory planning and both conventional and intelligent techniques, providing the tools to design and implement a suitable optimization technique. The author explores how to model optimization problems, select suitable techniques, develop the optimization algorithm and software, and implement the program. The book delineates five new techniques using examples taken from the literature for optimization problems in design, tolerance allocation; selection of machining parameters, integrated product development, scheduling, concurrent formation of machine groups and part families, selection of robot co-ordinates, robot trajectory planning and intelligent machining. All the manufacturing functions described have been successfully solved by Genetic Algorithm. Other intelligent techniques have been implemented only for solving certain types of problems: simulated annealing; design and scheduling, particle swarm optimization and ant colony optimization; tolerance allocation and tabu search; as well as machining parameters optimization. After reading this book, you will understand the different types of manufacturing optimization problems as well as the conventional and intelligent techniques suitable for solving them. You will also be able to develop and implement effective optimization procedures and algorithms for a wide variety of problems in design manufacturing.

Revival

Author : Taylor & Francis Group
Publisher :
ISBN 13 : 9781138560642
Total Pages : pages
Book Rating : 4.5/5 (66 download)

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Book Synopsis Revival by : Taylor & Francis Group

Download or read book Revival written by Taylor & Francis Group and published by . This book was released on 2018-12-31 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Configurable Intelligent Optimization Algorithm

Author : Fei Tao
Publisher : Springer
ISBN 13 : 3319088408
Total Pages : 364 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Configurable Intelligent Optimization Algorithm by : Fei Tao

Download or read book Configurable Intelligent Optimization Algorithm written by Fei Tao and published by Springer. This book was released on 2014-08-18 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presenting the concept and design and implementation of configurable intelligent optimization algorithms in manufacturing systems, this book provides a new configuration method to optimize manufacturing processes. It provides a comprehensive elaboration of basic intelligent optimization algorithms, and demonstrates how their improvement, hybridization and parallelization can be applied to manufacturing. Furthermore, various applications of these intelligent optimization algorithms are exemplified in detail, chapter by chapter. The intelligent optimization algorithm is not just a single algorithm; instead it is a general advanced optimization mechanism which is highly scalable with robustness and randomness. Therefore, this book demonstrates the flexibility of these algorithms, as well as their robustness and reusability in order to solve mass complicated problems in manufacturing. Since the genetic algorithm was presented decades ago, a large number of intelligent optimization algorithms and their improvements have been developed. However, little work has been done to extend their applications and verify their competence in solving complicated problems in manufacturing. This book will provide an invaluable resource to students, researchers, consultants and industry professionals interested in engineering optimization. It will also be particularly useful to three groups of readers: algorithm beginners, optimization engineers and senior algorithm designers. It offers a detailed description of intelligent optimization algorithms to algorithm beginners; recommends new configurable design methods for optimization engineers, and provides future trends and challenges of the new configuration mechanism to senior algorithm designers.

Process Planning Optimization in Reconfigurable Manufacturing Systems

Author : Farayi Musharavati
Publisher : Universal-Publishers
ISBN 13 : 1599423596
Total Pages : 200 pages
Book Rating : 4.5/5 (994 download)

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Book Synopsis Process Planning Optimization in Reconfigurable Manufacturing Systems by : Farayi Musharavati

Download or read book Process Planning Optimization in Reconfigurable Manufacturing Systems written by Farayi Musharavati and published by Universal-Publishers. This book was released on 2010-09 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: To date, reconfigurable manufacturing systems (RMSs) are among the most effective manufacturing styles that can offer manufacturers an alternative way of facing up to the challenges of continual changes in production requirements within the global, competitive and dynamic manufacturing environments. However, availability of optimal process plans that are suitable for reconfigurable manufacturing is one of the key enablers - yet to be fully unlocked - for realizing the full benefits of true RMSs. To unlock the process planning key and advance the state of art of reconfigurable manufacturing in the manufacturing industry, a number of questions need to be answered: (i) what decision making models and (ii) what computational techniques, can be applied to provide optimal manufacturing process planning solutions that are suitable for logical reconfiguration in manufacturing systems? To answer these questions, you must understand how to model reconfigurable manufacturing activities in an optimization perspective. You must also understand how to develop and select appropriate optimization techniques for solving process planning problems in manufacturing systems. To this end, Process Planning Optimization in Reconfigurable Manufacturing Systems covers: the design and operation of RMSs, optimal process planning modelling for reconfigurable manufacturing and the design and implementation of heuristic algorithm design techniques. The author explores how to: model optimization problems, select suitable optimization techniques, develop optimization algorithms, comparatively analyze the performance of candidate metaheuristics and how to investigate the effects of optimal process planning solutions on operating levels in manufacturing systems. This book delineates five alternative heuristic algorithm design techniques based on simulated annealing, genetic algorithms and the boltzmann machine that are tasked to solve manufacturing process planning optimization problems in RMSs. After reading this book, you will understand: how a reconfigurable manufacturing system works, the different types of manufacturing optimization problems associated with reconfigurable manufacturing, as well as the conventional and intelligent techniques that are suitable for solving process planning optimization problems. You will also be able to develop and implement effective optimization procedures and algorithms for a wide spectrum of optimization problems in design and reconfigurable manufacturing."

Computational Methods for Optimizing Manufacturing Technology: Models and Techniques

Author : Davim, J. Paulo
Publisher : IGI Global
ISBN 13 : 1466601299
Total Pages : 464 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Computational Methods for Optimizing Manufacturing Technology: Models and Techniques by : Davim, J. Paulo

Download or read book Computational Methods for Optimizing Manufacturing Technology: Models and Techniques written by Davim, J. Paulo and published by IGI Global. This book was released on 2012-02-29 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book contains the latest research developments in manufacturing technology and its optimization, and demonstrates the fundamentals of new computational approaches and the range of their potential application"--Provided by publisher.

Futuristic Trends in Intelligent Manufacturing

Author : K. Palanikumar
Publisher : Springer Nature
ISBN 13 : 3030700097
Total Pages : 268 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Futuristic Trends in Intelligent Manufacturing by : K. Palanikumar

Download or read book Futuristic Trends in Intelligent Manufacturing written by K. Palanikumar and published by Springer Nature. This book was released on 2021-05-31 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Optimization of Manufacturing Processes

Author : Kapil Gupta
Publisher : Springer
ISBN 13 : 3030196380
Total Pages : 237 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Optimization of Manufacturing Processes by : Kapil Gupta

Download or read book Optimization of Manufacturing Processes written by Kapil Gupta and published by Springer. This book was released on 2019-06-25 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a detailed understanding of optimization methods as they are implemented in a variety of manufacturing, fabrication and machining processes. It covers the implementation of statistical methods, multi-criteria decision making methods and evolutionary techniques for single and multi-objective optimization to improve quality, productivity, and sustainability in manufacturing. It reports on the theoretical aspects, special features, recent research and latest development in the field. Optimization of Manufacturing Processes is a valuable source of information for researchers and practitioners, as it fills the gap where no dedicated book is available on intelligent manufacturing/modeling and optimization in manufacturing. Readers will develop an understanding of the implementation of statistical and evolutionary techniques for modeling and optimization in manufacturing.

Manufacturing Intelligence for Industrial Engineering: Methods for System Self-Organization, Learning, and Adaptation

Author : Zhou, Zude
Publisher : IGI Global
ISBN 13 : 1605668656
Total Pages : 407 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Manufacturing Intelligence for Industrial Engineering: Methods for System Self-Organization, Learning, and Adaptation by : Zhou, Zude

Download or read book Manufacturing Intelligence for Industrial Engineering: Methods for System Self-Organization, Learning, and Adaptation written by Zhou, Zude and published by IGI Global. This book was released on 2010-03-31 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book focuses on the latest innovations in the process of manufacturing in engineering"--Provided by publisher.

Data-Driven Optimization of Manufacturing Processes

Author : Kalita, Kanak
Publisher : IGI Global
ISBN 13 : 1799872084
Total Pages : 298 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Data-Driven Optimization of Manufacturing Processes by : Kalita, Kanak

Download or read book Data-Driven Optimization of Manufacturing Processes written by Kalita, Kanak and published by IGI Global. This book was released on 2020-12-25 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: All machining process are dependent on a number of inherent process parameters. It is of the utmost importance to find suitable combinations to all the process parameters so that the desired output response is optimized. While doing so may be nearly impossible or too expensive by carrying out experiments at all possible combinations, it may be done quickly and efficiently by using computational intelligence techniques. Due to the versatile nature of computational intelligence techniques, they can be used at different phases of the machining process design and optimization process. While powerful machine-learning methods like gene expression programming (GEP), artificial neural network (ANN), support vector regression (SVM), and more can be used at an early phase of the design and optimization process to act as predictive models for the actual experiments, other metaheuristics-based methods like cuckoo search, ant colony optimization, particle swarm optimization, and others can be used to optimize these predictive models to find the optimal process parameter combination. These machining and optimization processes are the future of manufacturing. Data-Driven Optimization of Manufacturing Processes contains the latest research on the application of state-of-the-art computational intelligence techniques from both predictive modeling and optimization viewpoint in both soft computing approaches and machining processes. The chapters provide solutions applicable to machining or manufacturing process problems and for optimizing the problems involved in other areas of mechanical, civil, and electrical engineering, making it a valuable reference tool. This book is addressed to engineers, scientists, practitioners, stakeholders, researchers, academicians, and students interested in the potential of recently developed powerful computational intelligence techniques towards improving the performance of machining processes.

Intelligent Manufacturing

Author : Sunil Pathak
Publisher : Springer Nature
ISBN 13 : 3030503127
Total Pages : 202 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Intelligent Manufacturing by : Sunil Pathak

Download or read book Intelligent Manufacturing written by Sunil Pathak and published by Springer Nature. This book was released on 2020-07-21 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book sheds light on the development of traditional and advanced optimization methods. Their use in various tradition and non-tradition manufacturing and machining processes for an improved manufacturability is reported. This includes key elements of implementing conventional statistical methods, multi-objective and multi-criteria decision-making methods and evolution of single and multi-target optimization techniques using soft computing to enhance production performance, efficiency and sustainability in manufacturing. The latest research in this area as well as possible avenues of future research are also highlighted.

Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems

Author : Ganesh M. Kakandikar
Publisher : CRC Press
ISBN 13 : 1000258467
Total Pages : 257 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems by : Ganesh M. Kakandikar

Download or read book Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems written by Ganesh M. Kakandikar and published by CRC Press. This book was released on 2020-12-15 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems Subject Guide: Engineering—Industrial and Manufacturing 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 the 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.

Advanced Engineering Optimization Through Intelligent Techniques

Author : Ravipudi Venkata Rao
Publisher : Springer Nature
ISBN 13 : 9811992851
Total Pages : 710 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Advanced Engineering Optimization Through Intelligent Techniques by : Ravipudi Venkata Rao

Download or read book Advanced Engineering Optimization Through Intelligent Techniques written by Ravipudi Venkata Rao and published by Springer Nature. This book was released on 2023-04-07 with total page 710 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises peer-reviewed papers presented at the International Conference on Advanced Engineering Optimization Through Intelligent Techniques (AEOTIT) 2022. The book combines contributions from academics and industry professionals and covers advanced optimization techniques across all major engineering disciplines like mechanical, manufacturing, civil, automobile, electrical, chemical, computer, and electronics engineering. The book discusses different optimization techniques and algorithms such as genetic algorithm, non-dominated sorting genetic algorithm-II, and III, differential search, particle swarm optimization, fruit fly algorithm, cuckoo search, teaching–learning-based optimization algorithm, grey wolf optimization, Jaya algorithm, Rao algorithms, and many other latest meta-heuristic techniques and their applications. Various multi-attribute decision-making methods such as AHP, TOPSIS, ELECTRE, PROMETHEE, DEMATEL, R-method, fuzzy logic, and their applications are also discussed. This book serves as a valuable reference for students, researchers, and practitioners and helps them in solving a wide range of optimization problems.

Manufacturing Processes & Materials, 5th Edition

Author : Ahmad K. Elshennawy
Publisher : Society of Manufacturing Engineers (SME)
ISBN 13 : 0872638715
Total Pages : 786 pages
Book Rating : 4.8/5 (726 download)

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Book Synopsis Manufacturing Processes & Materials, 5th Edition by : Ahmad K. Elshennawy

Download or read book Manufacturing Processes & Materials, 5th Edition written by Ahmad K. Elshennawy and published by Society of Manufacturing Engineers (SME). This book was released on 2015-01-02 with total page 786 pages. Available in PDF, EPUB and Kindle. Book excerpt: Manufacturers know the value of a knowledgeable workforce. The challenge today is finding skilled people to fill these positions. Since publication of the first edition in 1961, instructors, students, and practitioners have relied on Manufacturing Processes and Materials for the foundational knowledge needed to perform in manufacturing roles across a myriad of industries. As an on-the-job reference, anyone working in a technical department of a manufacturing company — regardless of education, experience, and skill level — will use this book to gain a basic understanding of manufacturing processes, materials, and equipment. Now in its fifth edition, the book covers the basic processes, materials, and machinery used in the job shop, toolroom, or small manufacturing facility. At the same time, it describes advanced equipment used in larger production environments. The reader is given a thorough review of metals, composites, plastics, and other engineering materials, including their physical properties, testing, treatment, and suitability for use in manufacturing. Quality, measurement and gaging, process planning and cost analysis, and manufacturing systems are all addressed. Questions and problems at the end of each chapter can be used as a self-test or as assignments in the classroom. Manufacturing Processes and Materials is also available as an eBook. Additional teaching materials for instructors: Instructor's Guide (eBook only)Instructor's Slides (zip file)

Hybrid Modeling and Optimization of Manufacturing

Author : Ramón Quiza
Publisher : Springer Science & Business Media
ISBN 13 : 3642280854
Total Pages : 99 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Hybrid Modeling and Optimization of Manufacturing by : Ramón Quiza

Download or read book Hybrid Modeling and Optimization of Manufacturing written by Ramón Quiza and published by Springer Science & Business Media. This book was released on 2012-02-15 with total page 99 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) techniques and the finite element method (FEM) are both powerful computing tools, which are extensively used for modeling and optimizing manufacturing processes. The combination of these tools has resulted in a new flexible and robust approach as several recent studies have shown. This book aims to review the work already done in this field as well as to expose the new possibilities and foreseen trends. The book is expected to be useful for postgraduate students and researchers, working in the area of modeling and optimization of manufacturing processes.

Dynamics in Logistics

Author : Hans-Jörg Kreowski
Publisher : Springer Science & Business Media
ISBN 13 : 3642359663
Total Pages : 564 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Dynamics in Logistics by : Hans-Jörg Kreowski

Download or read book Dynamics in Logistics written by Hans-Jörg Kreowski and published by Springer Science & Business Media. This book was released on 2013-03-28 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume comprises the proceedings of the third International Conference on Dynamics in Logistics LDIC 2012. The scope of the conference targeted the identification, analysis, and description of the dynamics of logistic processes and networks. The spectrum ranged from the modeling and planning of processes and innovative methods like autonomous control and knowledge management to the new technologies provided by radio frequency identification, mobile communication, and networking. The growing dynamics in the area of logistics poses completely new challenges: Logistic processes and networks must rapidly and flexibly adapt to continuously changing conditions. LDIC 2012 provided a venue for researchers from academia and industry interested in the technical advances in dynamics in logistics. The conference addressed research in logistics from a wide range of fields, e.g. engineering, computer science and operations research. The volume consists of two invited papers and of 49 contributed papers divided into various subjects including transport logistics, routing in dynamic logistic networks, modeling, simulation, optimization and collaboration in logistics, identification technologies, mathematical modeling in transport and production logistics, information, communication, risk and failure in logistic systems, autonomous control in logistic processes, global supply chains and industrial applications, and the Internet of Things in the context of logistics.

Artificial Intelligence in Manufacturing

Author : Masoud Soroush
Publisher : Elsevier
ISBN 13 : 0323996728
Total Pages : 374 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Artificial Intelligence in Manufacturing by : Masoud Soroush

Download or read book Artificial Intelligence in Manufacturing written by Masoud Soroush and published by Elsevier. This book was released on 2024-01-22 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence in Manufacturing: Concepts and Methods explains the most successful emerging techniques for applying AI to engineering problems. Artificial intelligence is increasingly being applied to all engineering disciplines, producing more insights into how we understand the world and allowing us to create products in new ways. This book unlocks the advantages of this technology for manufacturing by drawing on work by leading researchers who have successfully developed methods that can apply to a range of engineering applications. The book addresses educational challenges needed for widespread implementation of AI and also provides detailed technical instructions for the implementation of AI methods. Drawing on research in computer science, physics and a range of engineering disciplines, this book tackles the interdisciplinary challenges of the subject to introduce new thinking to important manufacturing problems. - Presents AI concepts from the computer science field using language and examples designed to inspire engineering graduates - Provides worked examples throughout to help readers fully engage with the methods described - Includes concepts that are supported by definitions for key terms and chapter summaries

Smart Manufacturing

Author : Masoud Soroush
Publisher : Elsevier
ISBN 13 : 0128203803
Total Pages : 428 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Smart Manufacturing by : Masoud Soroush

Download or read book Smart Manufacturing written by Masoud Soroush and published by Elsevier. This book was released on 2020-08-04 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research efforts in the past ten years have led to considerable advances in the concepts and methods of smart manufacturing. Smart Manufacturing: Concepts and Methods puts these advances in perspective, showing how process industries can benefit from these new techniques. The book consolidates results developed by leading academic and industrial groups in the area, providing a systematic, comprehensive coverage of conceptual and methodological advances made to date. Written by leaders in the field from around the world, Smart Manufacturing: Concepts and Methods is essential reading for graduate students, researchers, process engineers, and managers. It is complemented by a companion book titled Smart Manufacturing: Applications and Case Studies, which covers the applications of smart manufacturing concepts and methods in process industries and beyond. - Takes a process-systems engineering approach to design, monitoring, and control of smart manufacturing systems - Brings together the key concepts and methods of smart manufacturing, including the advances made in the past decade - Includes coverage of computation methods for process optimization, control, and safety, as well as advanced modelling techniques