Optimization Methods In Manufacturing Processes
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Optimization Methods In Manufacturing Processes
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Author : Anand J. Kulkarni
language : en
Publisher: Springer Nature
Release Date : 2025-08-05
Optimization Methods In Manufacturing Processes written by Anand J. Kulkarni and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-05 with Technology & Engineering categories.
This book presents the result of an innovative challenge, to create a systematic literature overview driven by machine-generated content. Questions and related keywords were prepared for the machine to query, discover, collate and structure by Artificial Intelligence (AI) clustering. The AI-based approach seemed especially suitable to provide an innovative perspective as the topics are indeed both complex, interdisciplinary and multidisciplinary, for example, climate, planetary and evolution sciences. Springer Nature has published much on these topics in its journals over the years, so the challenge was for the machine to identify the most relevant content and present it in a structured way that the reader would find useful. The automatically generated literature summaries in this book are intended as a springboard to further discoverability. They are particularly useful to readers with limited time, looking to learn more about the subject quickly and especially if they are new to the topics. Springer Nature seeks to support anyone who needs a fast and effective start in their content discovery journey, from the undergraduate student exploring interdisciplinary content to Master- or PhD-thesis developing research questions, to the practitioner seeking support materials, this book can serve as an inspiration, to name a few examples. It is important to us as a publisher to make the advances in technology easily accessible to our authors and find new ways of AI-based author services that allow human-machine interaction to generate readable, usable, collated, research content.
Socio Inspired Optimization Methods For Advanced Manufacturing Processes
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Author : Apoorva Shastri
language : en
Publisher: Springer Nature
Release Date : 2020-08-11
Socio Inspired Optimization Methods For Advanced Manufacturing Processes written by Apoorva Shastri and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-11 with Technology & Engineering categories.
This book discusses comprehensively the advanced manufacturing processes, including illustrative examples of the processes, mathematical modeling, and the need to optimize associated parameter problems. In addition, it describes in detail the cohort intelligence methodology and its variants along with illustrations, to help readers gain a better understanding of the framework. The theoretical and statistical rigor is validated by comparing the solutions with evolutionary algorithms, simulation annealing, response surface methodology, the firefly algorithm, and experimental work. Lastly, the book critically reviews several socio-inspired optimization methods.
Optimization Of Manufacturing Processes
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Author : Kapil Gupta
language : en
Publisher: Springer
Release Date : 2019-06-25
Optimization Of Manufacturing Processes written by Kapil Gupta and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-25 with Technology & Engineering categories.
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.
Computational Methods For Optimizing Manufacturing Technology Models And Techniques
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Author : Davim, J. Paulo
language : en
Publisher: IGI Global
Release Date : 2012-02-29
Computational Methods For Optimizing Manufacturing Technology Models And Techniques written by Davim, J. Paulo and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-29 with Technology & Engineering categories.
"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.
Multi Objective Optimization Techniques In Engineering Applications
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Author : Lagouge K. Tartibu
language : en
Publisher: Springer Nature
Release Date : 2025-02-15
Multi Objective Optimization Techniques In Engineering Applications written by Lagouge K. Tartibu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-15 with Computers categories.
This essential book bridges theory and practice, exploring advanced multi-objective optimization methods applied across engineering fields like manufacturing, renewable energy, and thermal management. This book presents a comprehensive, hands-on guide for engineers, researchers, and students seeking to harness the power of optimization in diverse, real-world scenarios. Through expertly crafted chapters, this book illuminates the strengths of state-of-the-art metaheuristic algorithms—such as the Harris hawk optimization, whale optimization, gray wolf optimization, sunflower optimization, imperialistic competitive optimization, jaya optimization, thermal exchange optimization, grasshopper optimization, and cuckoo search optimization. These algorithms tackle complex, high-dimensional challenges, giving readers invaluable tools to boost performance and efficiency. Case studies breathe life into these methods, showcasing their adaptability in systems with multiple conflicting objectives. Readers will find practical MATLAB and GAMS models, enabling immediate experimentation and application. In an era where efficiency and sustainability are paramount, this book equips engineers to solve today’s toughest optimization problems, making it an indispensable resource for those committed to innovation. Whether focused on energy systems, structural design, or computational mechanics, this book serves as a trusted guide to achieving breakthrough solutions across multiple disciplines.
Green Manufacturing Processes And Systems
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Author : Paulo Davim J
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-10-30
Green Manufacturing Processes And Systems written by Paulo Davim J and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-10-30 with Technology & Engineering categories.
This book provides the recent advances on green manufacturing processes and systems for modern industry. Chapter 1 provides information on sustainable manufacturing through environmentally-friendly machining. Chapter 2 is dedicated to environmentally-friendly machining: vegetable based cutting fluids. Chapter 3 describes environmental-friendly joining of tubes. Chapter 4 contains information on concepts, methods and strategies for zero-waste in manufacturing. Finally, chapter 5 is dedicated to the application of hybrid MCDM approach for selecting the best tyre recycling process. This book serves as a research book for students at final undergraduate engineering course or at postgraduate level. It is a reference for professionals in industries related to manufacturing and new green jobs (green products, renewable energy, green services and environmental conservation).
Advanced Modeling And Optimization Of Manufacturing Processes
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Author : R. Venkata Rao
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-12-01
Advanced Modeling And Optimization Of Manufacturing Processes written by R. Venkata Rao and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-12-01 with Technology & Engineering categories.
Advanced Modeling and Optimization of Manufacturing Processes presents a comprehensive review of the latest international research and development trends in the modeling and optimization of manufacturing processes, with a focus on machining. It uses examples of various manufacturing processes to demonstrate advanced modeling and optimization techniques. Both basic and advanced concepts are presented for various manufacturing processes, mathematical models, traditional and non-traditional optimization techniques, and real case studies. The results of the application of the proposed methods are also covered and the book highlights the most useful modeling and optimization strategies for achieving best process performance. In addition to covering the advanced modeling, optimization and environmental aspects of machining processes, Advanced Modeling and Optimization of Manufacturing Processes also covers the latest technological advances, including rapid prototyping and tooling, micromachining, and nano-finishing. Advanced Modeling and Optimization of Manufacturing Processes is written for designers and manufacturing engineers who are responsible for the technical aspects of product realization, as it presents new models and optimization techniques to make their work easier, more efficient, and more effective. It is also a useful text for practitioners, researchers, and advanced students in mechanical, industrial, and manufacturing engineering.
Optimization Of Advanced Manufacturing Processes
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Author : Sandip Kunar
language : en
Publisher: CRC Press
Release Date : 2024-11-29
Optimization Of Advanced Manufacturing Processes written by Sandip Kunar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-29 with Business & Economics categories.
Optimization for advanced manufacturing processes in fabrication is becoming increasingly important around the world across a range of industries because of its improved productivity, capabilities, efficacy, and sustainability characteristics. This new book explains how to optimize various industrial systems and processes utilizing new significant statistical and evolutionary methodologies. Statistical, multi-criteria decision-making, and evolutionary strategies for single- and multi-objective optimization are covered here, with relevant theoretical details, salient characteristics, implementation processes, effectiveness studies, and results in manufacturing. The chapters present a variety of advanced manufacturing processes and optimization techniques. Processes are described with basic explanations, characteristics, and applications in various technological and biomedical domains. The chapters address the processes prediction of mechanical properties, design and development of tools, impact of power supply, increasing machining precision and efficiency, genetic algorithm optimization, additive manufacturing, and much more. Providing a comprehensive study of advanced manufacturing processes, this volume is a valuable reference for engineers and R&D researchers involved in optimization for advanced manufacturing processes as well as for academics and postgraduate-level students in mechanical engineering, manufacturing engineering, and machining processes.
Modern Materials And Manufacturing Techniques
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Author : Ravi Kant
language : en
Publisher: CRC Press
Release Date : 2024-03-05
Modern Materials And Manufacturing Techniques written by Ravi Kant and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-05 with Technology & Engineering categories.
The text provides the reader with an in-depth understanding of the need for next-generation materials and manufacturing, especially in terms of their designing process, manufacturing, upscaling, and finally their selection for industrial applications. It further discusses path-planning strategies for robot-based additive manufacturing. Discusses synthesis, modelling, and analysis of green composites and functionally graded materials. Explains hybrid manufacturing processes to address the challenges faced by the manufacturing industries. Covers additive manufacturing of advanced materials for smart products. Presents applications of lasers for sensing, characterization, and material processing. Illustrates principles and applications of 4D printing and cold spray-based additive manufacturing. The book focuses on sustainability in material and manufacturing processes. It covers important topics such as material recycling, optimal utilization of resources, green materials, improving surface inhomogeneity, stable material properties, and utilization of renewable energy sources. The text highlights the applications of deep learning for diagnosis and analysis in materials and manufacturing technologies. It is primarily written for senior undergraduate, graduate students, and academic researchers in the fields of manufacturing engineering, industrial and production engineering, materials science and engineering, and mechanical engineering.
Manufacturing Processes 3
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Author : Thomas Bergs
language : en
Publisher: Springer Nature
Release Date : 2025-05-20
Manufacturing Processes 3 written by Thomas Bergs and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-20 with Technology & Engineering categories.
This textbook is part of the five-volume work on manufacturing processes. This volume focuses on the presentation of process fundamentals and applications of electrical discharge machining and electrochemical manufacturing processes (electrochemical machining and electroplating) as well as laser, electron and water jet processes. Fundamental insights into the physical principles are provided and modelling and optimization methods are presented. Practical examples are used to show how technological knowledge can be used in product development and process (chain) design. In this first English edition, latest results from research have been added to the existing content of former German editions. New additions include principles for building models, optimization strategies and the application of machine learning. In addition to use in (self) study and technical training, the book is also suitable as a reference work in product development and production planning. Technical personnel responsible for manufacturing will find a wide range of approaches for setting up processes, monitoring, control and optimization.