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Socio-Inspired Optimization Methods for Advanced Manufacturing Processes

Socio-Inspired Optimization Methods for Advanced Manufacturing Processes
Author: Apoorva Shastri
Publisher: Springer Nature
Total Pages: 134
Release: 2020-08-11
Genre: Technology & Engineering
ISBN: 9811577978

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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.


Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems

Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems
Author: Ganesh M. Kakandikar
Publisher: CRC Press
Total Pages: 257
Release: 2020-12-15
Genre: Technology & Engineering
ISBN: 1000258467

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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.


Optimization of Manufacturing Processes

Optimization of Manufacturing Processes
Author: Kapil Gupta
Publisher: Springer
Total Pages: 237
Release: 2019-06-25
Genre: Technology & Engineering
ISBN: 3030196380

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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.


Machining Polymer Matrix Composites: Tools, Techniques, and Sustainability

Machining Polymer Matrix Composites: Tools, Techniques, and Sustainability
Author: Cabrera, Francisco Mata
Publisher: IGI Global
Total Pages: 326
Release: 2024-05-15
Genre: Technology & Engineering
ISBN: 1668499282

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Academic scholars engaged in machining polymer matrix composites face challenges due to material property variations, complex structures, and the pursuit of high surface quality. The lack of comprehensive resources further hampers their ability to develop efficient and sustainable machining techniques. Machining Polymer Matrix Composites: Tools, Techniques, and Sustainability, edited by Francisco Mata Cabrera and Issam Hanafi, offers a comprehensive solution. This book provides practical knowledge on tool selection, cutting parameters, surface quality, and tool wear, empowering scholars to overcome the intricacies of machining these materials. With insights into turning, milling, drilling, grinding, and advancements in high-speed and ultrasonic machining, the book equips scholars with a comprehensive toolbox for optimizing their machining techniques. The book goes beyond technique to address environmental impact, covering topics such as energy consumption, waste generation, and emissions. Through case studies, it offers practical applications and valuable insights into the challenges and opportunities of machining polymer matrix composites. This comprehensive solution, encompassing knowledge, practical guidance, and sustainability considerations, empowers academic scholars to achieve high-quality machined components while minimizing their environmental footprint. Regardless of their expertise level, whether beginners seeking fundamental understanding or experienced professionals in need of advanced insights, scholars will find this book an indispensable resource. By covering tool selection, cutting parameters, surface quality, and environmental impact, Machining Polymer Matrix Composites: Tools, Techniques, and Sustainability equips scholars with the necessary tools to excel in machining polymer matrix composites.


Advanced Manufacturing Methods

Advanced Manufacturing Methods
Author: Catalin I. Pruncu
Publisher: CRC Press
Total Pages: 231
Release: 2022-08-26
Genre: Technology & Engineering
ISBN: 1000643581

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Advanced Manufacturing Methods: Smart Processes and Modeling for Optimization describes developments in advanced manufacturing processes and applications considering typical and advanced materials. It helps readers implement manufacturing 4.0 production techniques and highlights why a consolidated source and robust platform are necessary for implementing machine learning processes in the manufacturing sector. Discusses the industrial impact of manufacturing process Provides novel fundamental manufacturing solutions Presents the various aspects of applications in advanced materials in correlation of physical properties with macro-, micro- and nanostructures Reviews both classical and artificial manufacturing when applied with typical and novel innovative materials Aimed at those working in manufacturing, mechanical and optimization of manufacturing processes, this work provides readers with a comprehensive view of current development in, and applications of, advanced manufacturing.


Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems

Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems
Author: Ganesh M. Kakandikar
Publisher: CRC Press
Total Pages: 279
Release: 2020-12-08
Genre: Technology & Engineering
ISBN: 1000258386

Download Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems Book in PDF, ePub and Kindle

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.


Data Science and Applications

Data Science and Applications
Author: Satyasai Jagannath Nanda
Publisher: Springer Nature
Total Pages: 533
Release:
Genre:
ISBN: 9819978203

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Evolutionary Computing in Advanced Manufacturing

Evolutionary Computing in Advanced Manufacturing
Author: Manoj Tiwari
Publisher: John Wiley & Sons
Total Pages: 356
Release: 2011-07-12
Genre: Technology & Engineering
ISBN: 1118161874

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This cutting-edge book covers emerging, evolutionary and nature inspired optimization techniques in the field of advanced manufacturing. The complexity of real life advanced manufacturing problems often cannot be solved by traditional engineering or computational methods. Hence, in recent years researchers and practitioners have proposed and developed new strands of advanced, intelligent techniques and methodologies. Evolutionary computing approaches are introduced in the context of a wide range of manufacturing activities, and through the examination of practical problems and their solutions, readers will gain confidence to apply these powerful computing solutions. The initial chapters introduce and discuss the well established evolutionary algorithm, to help readers to understand the basic building blocks and steps required to successfully implement their own solutions to real life advanced manufacturing problems. In the later chapters, modified and improved versions of evolutionary algorithms are discussed. The book concludes with appendices which provide general descriptions of several evolutionary algorithms.


Intelligent Systems and Applications

Intelligent Systems and Applications
Author: Anand J. Kulkarni
Publisher: Springer Nature
Total Pages: 512
Release: 2022-12-27
Genre: Technology & Engineering
ISBN: 9811965811

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This book comprises the proceedings of the International Conference on Intelligent Systems and Applications (ICISA 2022). The contents of this volume focus on novel and modified artificial intelligence and machine learning-based methods and their applications in robotics, pharmaceutics, banking & finance, agriculture, food processing, crime prevention, smart homes, transportation, traffic control, and wildlife conservation, etc. This volume will prove a valuable resource for those in academia and industry.


Modeling and Optimization of Advanced Manufacturing Processes

Modeling and Optimization of Advanced Manufacturing Processes
Author: Sumit Bhowmik
Publisher:
Total Pages:
Release: 2019
Genre: TECHNOLOGY & ENGINEERING
ISBN: 9783030000370

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This book covers various multiple-criteria decision making (mcdm) methods for modeling and optimization of advanced manufacturing processes (AMPs). Processes such as non-conventional machining, rapid prototyping, environmentally conscious machining and hybrid machining are finally put together in a single book. It highlights the research advances and discusses the published literature of the last 15 years in the field. Case studies of real life manufacturing situations are also discussed.