AI Applications in Sheet Metal Forming

AI Applications in Sheet Metal Forming
Title AI Applications in Sheet Metal Forming PDF eBook
Author Shailendra Kumar
Publisher Springer
Pages 298
Release 2016-10-25
Genre Technology & Engineering
ISBN 9811022518

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This book comprises chapters on research work done around the globe in the area of artificial intelligence (AI) applications in sheet metal forming. The first chapter offers an introduction to various AI techniques and sheet metal forming, while subsequent chapters describe traditional procedures/methods used in various sheet metal forming processes, and focus on the automation of those processes by means of AI techniques, such as KBS, ANN, GA, CBR, etc. Feature recognition and the manufacturability assessment of sheet metal parts, process planning, strip-layout design, selecting the type and size of die components, die modeling, and predicting die life are some of the most important aspects of sheet metal work. Traditionally, these activities are highly experience-based, tedious and time consuming. In response, researchers in several countries have applied various AI techniques to automate these activities, which are covered in this book. This book will be useful for engineers working in sheet metal industries, and will serve to provide future direction to young researchers and students working in the area.

Mechanics of Sheet Metal Forming

Mechanics of Sheet Metal Forming
Title Mechanics of Sheet Metal Forming PDF eBook
Author Z. Marciniak
Publisher Butterworth-Heinemann
Pages 236
Release 2002-06-04
Genre Business & Economics
ISBN 9780750653008

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Material properties -- Sheet deformation processes -- Deformation of sheet in plane stress -- Simplified stamping analysis -- Load instability and tearing -- Bending of sheet -- Simplified analysis of circular shells -- Cylindrical deep drawing -- Stretching circular shells -- Combined bending and tension of sheet -- Hydroforming.

Applications of Artificial Intelligence in Additive Manufacturing

Applications of Artificial Intelligence in Additive Manufacturing
Title Applications of Artificial Intelligence in Additive Manufacturing PDF eBook
Author Salunkhe, Sachin
Publisher IGI Global
Pages 240
Release 2021-12-31
Genre Technology & Engineering
ISBN 1799885186

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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.

Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments

Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments
Title Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments PDF eBook
Author Matthias Thürer
Publisher Springer Nature
Pages 557
Release
Genre
ISBN 3031716450

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Intelligent Communication, Control and Devices

Intelligent Communication, Control and Devices
Title Intelligent Communication, Control and Devices PDF eBook
Author Rajesh Singh
Publisher Springer
Pages 1729
Release 2018-04-10
Genre Technology & Engineering
ISBN 9811059039

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The book focuses on the integration of intelligent communication systems, control systems, and devices related to all aspects of engineering and sciences. It contains high-quality research papers presented at the 2nd international conference, ICICCD 2017, organized by the Department of Electronics, Instrumentation and Control Engineering of University of Petroleum and Energy Studies, Dehradun on 15 and 16 April, 2017. The volume broadly covers recent advances of intelligent communication, intelligent control and intelligent devices. The work presented in this book is original research work, findings and practical development experiences of researchers, academicians, scientists and industrial practitioners.

Simulation of Material Processing: Theory, Methods and Application

Simulation of Material Processing: Theory, Methods and Application
Title Simulation of Material Processing: Theory, Methods and Application PDF eBook
Author Ken-ichiro Mori
Publisher CRC Press
Pages 1170
Release 2001-01-01
Genre Technology & Engineering
ISBN 9789026518225

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This volume contains about 180 papers including seven keynotes presented at the 7th NUMIFORM Conference. It reflects the state-of-the-art of simulation of industrial forming processes such as rolling, forging, sheet metal forming, injection moulding and casting.

Machine Learning and Artificial Intelligence with Industrial Applications

Machine Learning and Artificial Intelligence with Industrial Applications
Title Machine Learning and Artificial Intelligence with Industrial Applications PDF eBook
Author Diego Carou
Publisher Springer Nature
Pages 216
Release 2022-03-11
Genre Technology & Engineering
ISBN 3030910067

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This book presents the tools used in machine learning (ML) and the benefits of using such tools in facilities. It focus on real life business applications, explaining the most popular algorithms easily and clearly without the use of calculus or matrix/vector algebra. Replete with case studies, this book provides a working knowledge of ML current and future capabilities and the impact it will have on every business. It demonstrates that it is also possible to carry out successful ML and AI projects in any manufacturing plant, even without fully fulfilling the five V (Volume, Velocity, Variety, Veracity and Value) usually associated with big data. This book takes a closer look at how AI and ML are also able to work for industrial area, as well as how you could adapt some of the standard tips and techniques (usually for big data) for your own needs in your SME. Organizations which first understand these tools and know how to use them will benefit at the expense of their rivals.