Nature Inspired Optimization In Advanced Manufacturing Processes And Systems

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Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems

Ganesh M. Kakandikar,Dinesh G. Thakur
Nature Inspired Optimization in Advanced Manufacturing Processes and Systems Book PDF

Author : Ganesh M. Kakandikar,Dinesh G. Thakur
Publisher : CRC Press
Page : 279 pages
File Size : 42,7 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.

Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems

Ganesh M. Kakandikar,Dinesh G. Thakur
Nature Inspired Optimization in Advanced Manufacturing Processes and Systems Book PDF

Author : Ganesh M. Kakandikar,Dinesh G. Thakur
Publisher : CRC Press
Page : 257 pages
File Size : 42,5 Mb
Release : 2020-12-15
Category : Technology & Engineering
ISBN : 9781000258462

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

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.

Socio-Inspired Optimization Methods for Advanced Manufacturing Processes

Apoorva Shastri,Aniket Nargundkar,Anand J. Kulkarni
Socio Inspired Optimization Methods for Advanced Manufacturing Processes Book PDF

Author : Apoorva Shastri,Aniket Nargundkar,Anand J. Kulkarni
Publisher : Springer Nature
Page : 134 pages
File Size : 55,6 Mb
Release : 2020-08-11
Category : Technology & Engineering
ISBN : 9789811577970

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Socio-Inspired Optimization Methods for Advanced Manufacturing Processes by Apoorva Shastri,Aniket Nargundkar,Anand J. Kulkarni Pdf

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.

Evolutionary Computing in Advanced Manufacturing

Manoj Tiwari,Jenny A. Harding
Evolutionary Computing in Advanced Manufacturing Book PDF

Author : Manoj Tiwari,Jenny A. Harding
Publisher : John Wiley & Sons
Page : 356 pages
File Size : 54,7 Mb
Release : 2011-07-12
Category : Technology & Engineering
ISBN : 9781118161876

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Evolutionary Computing in Advanced Manufacturing by Manoj Tiwari,Jenny A. Harding Pdf

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.

Advances in Additive Manufacturing

Ajay Kumar,Ravi Kant Mittal,Abid Haleem
Advances in Additive Manufacturing Book PDF

Author : Ajay Kumar,Ravi Kant Mittal,Abid Haleem
Publisher : Elsevier
Page : 522 pages
File Size : 51,9 Mb
Release : 2022-11-24
Category : Technology & Engineering
ISBN : 9780323918350

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Advances in Additive Manufacturing by Ajay Kumar,Ravi Kant Mittal,Abid Haleem Pdf

This edited book is a compilation of scholarly articles on the latest developments in the field of additive manufacturing, discussing nature-inspired and artificial intelligence–aided additive manufactured processes for different materials including biomanufacturing, and their applications, as well as various methods to enhance the characteristics of the materials produced, the efficiency of the manufacturing process itself, as well as optimal ways to develop a product in minimum time. The book explores the advancements in additive manufacturing from prefabrication stage to final product, with real-time defect detection, control, and process efficiency improvement covered. This book will be a great resource for engineers, researchers, and academics involved in this revolutionary and unique field of manufacturing. Discusses modeling of additive manufacturing processes by artificial intelligence Looks at the optimization of designs, technologies, and material fabrication and the use of simulation in additive manufacturing Includes case studies and real-world industrial problems and solutions

Handbook of Intelligent and Sustainable Smart Dentistry

Ajay Kumar,Namrata Dogra,Sarita,Surbhi Bhatia,M S Sidhu
Handbook of Intelligent and Sustainable Smart Dentistry Book PDF

Author : Ajay Kumar,Namrata Dogra,Sarita,Surbhi Bhatia,M S Sidhu
Publisher : CRC Press
Page : 393 pages
File Size : 53,5 Mb
Release : 2024-08-05
Category : Computers
ISBN : 9781040096147

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Handbook of Intelligent and Sustainable Smart Dentistry by Ajay Kumar,Namrata Dogra,Sarita,Surbhi Bhatia,M S Sidhu Pdf

With the exponential growth of science and technology, the delivery of dental care has shifted from conventional methods to intelligent techniques. In addition to adapting intelligent techniques, sustainable dental practice is of the utmost importance. Eco-friendly dentistry, sustainable dentistry, or green dentistry are approaches that reduce the environmental impact of dental practice and help safeguard planetary and community well-being. This handbook provides the latest and most comprehensive evidence-based guidance on intelligent and sustainable approaches in dentistry. Handbook of Intelligent and Sustainable Smart Dentistry: Nature and Bio-Inspired Approaches, Processes, Materials, and Manufacturing highlights how Dentistry 4.0 has come to the rescue after COVID-19 and how it has helped in providing needed e-healthcare. This handbook bridges the gap between research and development in the field of smart dentistry for professionals and clinicians. Intelligent materials, equipment, instrumentation, and the latest behavior management techniques and how these techniques provide superior care and treatment to society are explored in detail. The scope of nature-inspired techniques and procession, along with green solutions, are also discussed in this one-of-a-kind handbook. This valuable handbook is a single-stop solution for practitioners, researchers, scholars, students, academicians, and clinicians interested in updating their knowledge on intelligent and sustainable dentistry. The handbook will bestow the readers with not only theoretical knowledge but will equip them with clinical skills as well.

Handbook of Flexible and Smart Sheet Forming Techniques

Vishal Gulati,Pravin Kumar Singh
Handbook of Flexible and Smart Sheet Forming Techniques Book PDF

Author : Vishal Gulati,Pravin Kumar Singh
Publisher : John Wiley & Sons
Page : 308 pages
File Size : 51,7 Mb
Release : 2023-08-04
Category : Technology & Engineering
ISBN : 9781119986447

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Handbook of Flexible and Smart Sheet Forming Techniques by Vishal Gulati,Pravin Kumar Singh Pdf

HANDBOOK OF FLEXIBLE AND SMART SHEET FORMING TECHNIQUES Single-source guide to innovative sheet forming techniques and applications, featuring contributions from a range of engineering perspectives Handbook of Flexible and Smart Sheet Forming Techniques presents a collection of research on state-of-art techniques developed specifically for flexible and smart sheet forming, with a focus on using analytical strategies and computational, simulation, and AI approaches to develop innovative sheet forming techniques. Bringing together various engineering perspectives, the book emphasizes how these manufacturing techniques intersect with Industry 4.0 technologies for applications in the mechanical, automobile, industrial, aerospace, and medical industries. Research outcomes, illustrations, case studies, and examples are included throughout the text, and are useful for readers who wish to better understand and utilize these new manufacturing technologies. Topics covered in the book include: Concepts, classifications, variants, process cycles, and materials for flexible and smart sheet forming techniques Comparisons between the aforementioned techniques and other conventional sheet forming processes, plus hardware and software requirements for these techniques Parameters, responses, and optimization strategies, mechanics of flexible and smart sheet forming, simulation approaches, and future innovations and directions Recent advancements in the field, including various optimizations like artificial intelligence, Internet of Things, and machine learning techniques Handbook of Flexible and Smart Sheet Forming Techniques is an ideal reference guide for academic researchers and industrial engineers in the fields of incremental sheet forming. It also serves as an excellent comprehensive reference source for university students and practitioners in the mechanical, production, industrial, computer science engineering, medical, and pharmaceutical industries.

Applied Nature-Inspired Computing: Algorithms and Case Studies

Nilanjan Dey,Amira S. Ashour,Siddhartha Bhattacharyya
Applied Nature Inspired Computing Algorithms and Case Studies Book PDF

Author : Nilanjan Dey,Amira S. Ashour,Siddhartha Bhattacharyya
Publisher : Springer
Page : 275 pages
File Size : 43,9 Mb
Release : 2019-08-10
Category : Technology & Engineering
ISBN : 9789811392634

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Applied Nature-Inspired Computing: Algorithms and Case Studies by Nilanjan Dey,Amira S. Ashour,Siddhartha Bhattacharyya Pdf

This book presents a cutting-edge research procedure in the Nature-Inspired Computing (NIC) domain and its connections with computational intelligence areas in real-world engineering applications. It introduces readers to a broad range of algorithms, such as genetic algorithms, particle swarm optimization, the firefly algorithm, flower pollination algorithm, collision-based optimization algorithm, bat algorithm, ant colony optimization, and multi-agent systems. In turn, it provides an overview of meta-heuristic algorithms, comparing the advantages and disadvantages of each. Moreover, the book provides a brief outline of the integration of nature-inspired computing techniques and various computational intelligence paradigms, and highlights nature-inspired computing techniques in a range of applications, including: evolutionary robotics, sports training planning, assessment of water distribution systems, flood simulation and forecasting, traffic control, gene expression analysis, antenna array design, and scheduling/dynamic resource management.

Modeling and Optimization in Manufacturing

Catalin I. Pruncu,Jun Jiang
Modeling and Optimization in Manufacturing Book PDF

Author : Catalin I. Pruncu,Jun Jiang
Publisher : John Wiley & Sons
Page : 338 pages
File Size : 41,7 Mb
Release : 2021-07-19
Category : Technology & Engineering
ISBN : 9783527346943

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Modeling and Optimization in Manufacturing by Catalin I. Pruncu,Jun Jiang Pdf

Discover the state-of-the-art in multiscale modeling and optimization in manufacturing from two leading voices in the field Modeling and Optimization in Manufacturing delivers a comprehensive approach to various manufacturing processes and shows readers how multiscale modeling and optimization processes help improve upon them. The book elaborates on the foundations and applications of computational modeling and optimization processes, as well as recent developments in the field. It offers discussions of manufacturing processes, including forming, machining, casting, joining, coating, and additive manufacturing, and how computer simulations have influenced their development. Examples for each category of manufacturing are provided in the text, and industrial applications are described for the reader. The distinguished authors also provide an insightful perspective on likely future trends and developments in manufacturing modeling and optimization, including the use of large materials databases and machine learning. Readers will also benefit from the inclusion of: A thorough introduction to the origins of manufacturing, the history of traditional and advanced manufacturing, and recent progress in manufacturing An exploration of advanced manufacturing and the environmental impact and significance of manufacturing Practical discussions of the economic importance of advanced manufacturing An examination of the sustainability of advanced manufacturing, and developing and future trends in manufacturing Perfect for materials scientists, mechanical engineers, and process engineers, Modeling and Optimization in Manufacturing will also earn a place in the libraries of engineering scientists in industries seeking a one-stop reference on multiscale modeling and optimization in manufacturing.

Optimization of Manufacturing Processes

Kapil Gupta,Munish Kumar Gupta
Optimization of Manufacturing Processes Book PDF

Author : Kapil Gupta,Munish Kumar Gupta
Publisher : Springer
Page : 237 pages
File Size : 49,9 Mb
Release : 2019-06-25
Category : Technology & Engineering
ISBN : 9783030196387

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Optimization of Manufacturing Processes by Kapil Gupta,Munish Kumar Gupta Pdf

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.

Applications of Nature-Inspired Computing in Renewable Energy Systems

Mellal, Mohamed Arezki
Applications of Nature Inspired Computing in Renewable Energy Systems Book PDF

Author : Mellal, Mohamed Arezki
Publisher : IGI Global
Page : 326 pages
File Size : 55,9 Mb
Release : 2021-12-17
Category : Technology & Engineering
ISBN : 9781799885634

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Applications of Nature-Inspired Computing in Renewable Energy Systems by Mellal, Mohamed Arezki Pdf

Renewable energy is crucial to preserve the environment. This energy involves various systems that must be optimized and assessed to provide better performance; however, the design and development of renewable energy systems remains a challenge. It is crucial to implement the latest innovative research in the field in order to develop and improve renewable energy systems. Applications of Nature-Inspired Computing in Renewable Energy Systems discusses the latest research on nature-inspired computing approaches applied to the design and development of renewable energy systems and provides new solutions to the renewable energy domain. Covering topics such as microgrids, wind power, and artificial neural networks, it is ideal for engineers, industry professionals, researchers, academicians, practitioners, teachers, and students.

Integrated Process Planning, Scheduling, and Due-Date Assignment

Halil Ibrahim Demir,Abdullah Hulusi Kökçam,Caner Erden
Integrated Process Planning Scheduling and Due Date Assignment Book PDF

Author : Halil Ibrahim Demir,Abdullah Hulusi Kökçam,Caner Erden
Publisher : CRC Press
Page : 153 pages
File Size : 45,5 Mb
Release : 2023-08-10
Category : Technology & Engineering
ISBN : 9781000919707

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Integrated Process Planning, Scheduling, and Due-Date Assignment by Halil Ibrahim Demir,Abdullah Hulusi Kökçam,Caner Erden Pdf

Traditionally, the three most important manufacturing functions are process planning, scheduling, and due-date assignment, which are handled sequentially and separately.This book integrates these manufacturing processes and functions to increase global performance along with manufacturing and production cost savings. Integrated Process Planning, Scheduling, and Due-Date Assignment combines the most important manufacturing functions to use manufacturing resources better, reduce production costs, and eliminate bottlenecks with increased production efficiency. The book covers how the integration will help eliminate scheduling conflicts and how to adapt to irregular shop floor disturbances. It also explains how other elements, such as tardiness and earliness, are penalized and how prioritizing helps improve weight performance function. This book will draw the interest of professionals, students, and academicians in process planning, scheduling, and due-date assignment. It could also be supplemental material for manufacturing courses in industrial engineering and manufacturing engineering departments.

Nature-Inspired Computing Paradigms in Systems

Mohamed Arezki Mellal,Michael G. Pecht
Nature Inspired Computing Paradigms in Systems Book PDF

Author : Mohamed Arezki Mellal,Michael G. Pecht
Publisher : Elsevier
Page : 144 pages
File Size : 51,9 Mb
Release : 2021-06-18
Category : Business & Economics
ISBN : 9780128237496

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Nature-Inspired Computing Paradigms in Systems by Mohamed Arezki Mellal,Michael G. Pecht Pdf

Nature-Inspired Computing Paradigms in Systems: Reliability, Availability, Maintainability, Safety and Cost (RAMS+C) and Prognostics and Health Management (PHM) covers several areas that include bioinspired techniques and optimization approaches for system dependability. The book addresses the issue of integration and interaction of the bioinspired techniques in system dependability computing so that intelligent decisions, design, and architectures can be supported. It brings together these emerging areas under the umbrella of bio- and nature-inspired computational intelligence. The primary audience of this book includes experts and developers who want to deepen their understanding of bioinspired computing in basic theory, algorithms, and applications. The book is also intended to be used as a textbook for masters and doctoral students who want to enhance their knowledge and understanding of the role of bioinspired techniques in system dependability. Provides the latest review Covers various nature-inspired techniques applied to RAMS+C and PHM problems Includes techniques applied to new applications

Additive Manufacturing Processes in Biomedical Engineering

Atul Babbar,Ankit Sharma,Vivek Jain,Dheeraj Gupta
Additive Manufacturing Processes in Biomedical Engineering Book PDF

Author : Atul Babbar,Ankit Sharma,Vivek Jain,Dheeraj Gupta
Publisher : CRC Press
Page : 243 pages
File Size : 53,7 Mb
Release : 2022-07-29
Category : Technology & Engineering
ISBN : 9781000622683

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Additive Manufacturing Processes in Biomedical Engineering by Atul Babbar,Ankit Sharma,Vivek Jain,Dheeraj Gupta Pdf

This book covers innovative breakthroughs in additive manufacturing processes used for biomedical engineering. More and more, 3D printing is selected over traditional manufacturing processes, especially for complex designs, because of the many advantages such as fewer restrictions, better production cost savings, higher quality control, and accuracy. Current challenges and opportunities regarding material, design, cost savings, and efficiency are covered along with an outline of the most recent fabrication methods used for converting biomaterials into integrated structures that can fit best in anatomy while still obtaining the necessary architecture, mechanical reliability, biocompatibility, and anti-bacterial characteristics needed. Additional chapters will also focus on selected areas of applications such as bionics, affordable prostheses, implants, medical devices, rapid tooling, and drug delivery. Additive Manufacturing Processes in Biomedical Engineering: Advanced Fabrication Methods and Rapid Tooling Techniques acts as a first-hand reference for commercial manufacturing organizations which are mimicking tissue organs by using additive manufacturing techniques. By capturing the current trends of today’s manufacturing practices this book becomes a one-stop resource for manufacturing professionals, engineers in related disciplines, and academic researchers.

Data-Driven Optimization of Manufacturing Processes

Kalita, Kanak,Ghadai, Ranjan Kumar,Gao, Xiao-Zhi
Data Driven Optimization of Manufacturing Processes Book PDF

Author : Kalita, Kanak,Ghadai, Ranjan Kumar,Gao, Xiao-Zhi
Publisher : IGI Global
Page : 298 pages
File Size : 49,7 Mb
Release : 2020-12-25
Category : Technology & Engineering
ISBN : 9781799872085

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Data-Driven Optimization of Manufacturing Processes by Kalita, Kanak,Ghadai, Ranjan Kumar,Gao, Xiao-Zhi Pdf

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.