Applications of Artificial Intelligence in Additive Manufacturing

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Publisher : IGI Global
ISBN 13 : 1799885186
Total Pages : 240 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Applications of Artificial Intelligence in Additive Manufacturing by : Salunkhe, Sachin

Download or read book Applications of Artificial Intelligence in Additive Manufacturing written by Salunkhe, Sachin and published by IGI Global. This book was released on 2021-12-31 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Additive Manufacturing

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Publisher : Elsevier
ISBN 13 : 0323918352
Total Pages : 522 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Advances in Additive Manufacturing by : Ajay Kumar

Download or read book Advances in Additive Manufacturing written by Ajay Kumar and published by Elsevier. This book was released on 2022-11-24 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Additive Manufacturing Applications for Metals and Composites

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Publisher : IGI Global
ISBN 13 : 1799840557
Total Pages : 348 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Additive Manufacturing Applications for Metals and Composites by : Balasubramanian, K.R.

Download or read book Additive Manufacturing Applications for Metals and Composites written by Balasubramanian, K.R. and published by IGI Global. This book was released on 2020-06-19 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Additive manufacturing (AM) of metals and composites using laser energy, direct energy deposition, electron beam methods, and wire arc melting have recently gained importance due to their advantages in fabricating the complex structure. Today, it has become possible to reliably manufacture dense parts with certain AM processes for many materials, including steels, aluminum and titanium alloys, superalloys, metal-based composites, and ceramic matrix composites. In the near future, the AM material variety will most likely grow further, with high-performance materials such as intermetallic compounds and high entropy alloys already under investigation. Additive Manufacturing Applications for Metals and Composites is a pivotal reference source that provides vital research on advancing methods and technological developments within additive manufacturing practices. Special attention is paid to the material design of additive manufacturing of parts, the choice of feedstock materials, the metallurgical behavior and synthesis principle during the manufacturing process, and the resulted microstructures and properties, as well as the relationship between these factors. While highlighting topics such as numerical modeling, intermetallic compounds, and statistical techniques, this publication is ideally designed for students, engineers, researchers, manufacturers, technologists, academicians, practitioners, scholars, and educators.

Additive Manufacturing with Medical Applications

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Publisher :
ISBN 13 : 9781032293257
Total Pages : pages
Book Rating : 4.2/5 (932 download)

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Book Synopsis Additive Manufacturing with Medical Applications by : Harish Kumar Banga

Download or read book Additive Manufacturing with Medical Applications written by Harish Kumar Banga and published by . This book was released on 2022-07 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "This reference text introduces latest technologies in the field of additive manufacturing and their applications in medical field. It will serve as a useful text for graduate students and academic researchers in the fields of industrial engineering, manufacturing science, and mechanical engineering"--

Handbook of Research on Green Engineering Techniques for Modern Manufacturing

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Publisher : IGI Global
ISBN 13 : 1522554467
Total Pages : 403 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Handbook of Research on Green Engineering Techniques for Modern Manufacturing by : Uthayakumar, M.

Download or read book Handbook of Research on Green Engineering Techniques for Modern Manufacturing written by Uthayakumar, M. and published by IGI Global. This book was released on 2018-11-16 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: Green manufacturing has developed into an essential aspect of contemporary manufacturing practices, calling for environmentally friendly and sustainable techniques. Implementing successful green manufacturing processes not only improves business efficiency and competitiveness but also reduces harmful production in the environment. The Handbook of Research on Green Engineering Techniques for Modern Manufacturing provides emerging perspectives on the theoretical and practical aspects of green industrial concepts, such as green supply chain management and reverse logistics, for the sustainable utilization of resources and applications within manufacturing and engineering. Featuring coverage on a broad range of topics such as additive manufacturing, integrated manufacturing systems, and machine materials, this publication is ideally designed for engineers, environmental professionals, researchers, academicians, managers, policymakers, and graduate-level students seeking current research on recent and sustainable practices in manufacturing processes.

Materials Discovery and Design

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Publisher : Springer
ISBN 13 : 3319994654
Total Pages : 256 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Materials Discovery and Design by : Turab Lookman

Download or read book Materials Discovery and Design written by Turab Lookman and published by Springer. This book was released on 2018-09-22 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the current status, challenges and future directions of data-driven materials discovery and design. It presents the analysis and learning from data as a key theme in many science and cyber related applications. The challenging open questions as well as future directions in the application of data science to materials problems are sketched. Computational and experimental facilities today generate vast amounts of data at an unprecedented rate. The book gives guidance to discover new knowledge that enables materials innovation to address grand challenges in energy, environment and security, the clearer link needed between the data from these facilities and the theory and underlying science. The role of inference and optimization methods in distilling the data and constraining predictions using insights and results from theory is key to achieving the desired goals of real time analysis and feedback. Thus, the importance of this book lies in emphasizing that the full value of knowledge driven discovery using data can only be realized by integrating statistical and information sciences with materials science, which is increasingly dependent on high throughput and large scale computational and experimental data gathering efforts. This is especially the case as we enter a new era of big data in materials science with the planning of future experimental facilities such as the Linac Coherent Light Source at Stanford (LCLS-II), the European X-ray Free Electron Laser (EXFEL) and MaRIE (Matter Radiation in Extremes), the signature concept facility from Los Alamos National Laboratory. These facilities are expected to generate hundreds of terabytes to several petabytes of in situ spatially and temporally resolved data per sample. The questions that then arise include how we can learn from the data to accelerate the processing and analysis of reconstructed microstructure, rapidly map spatially resolved properties from high throughput data, devise diagnostics for pattern detection, and guide experiments towards desired targeted properties. The authors are an interdisciplinary group of leading experts who bring the excitement of the nascent and rapidly emerging field of materials informatics to the reader.

Machine Learning and Artificial Intelligence with Industrial Applications

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Author :
Publisher : Springer Nature
ISBN 13 : 3030910067
Total Pages : 216 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Machine Learning and Artificial Intelligence with Industrial Applications by : Diego Carou

Download or read book Machine Learning and Artificial Intelligence with Industrial Applications written by Diego Carou and published by Springer Nature. This book was released on 2022-03-11 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Advanced Manufacturing and Automation VIII

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Publisher : Springer
ISBN 13 : 9811323755
Total Pages : 707 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Advanced Manufacturing and Automation VIII by : Kesheng Wang

Download or read book Advanced Manufacturing and Automation VIII written by Kesheng Wang and published by Springer. This book was released on 2018-12-14 with total page 707 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceeding is a compilation of selected papers from the 8th International Workshop of Advanced Manufacturing and Automation (IWAMA 2018), held in Changzhou, China on September 25 - 26, 2018. Most of the topics are focusing on novel techniques for manufacturing and automation in Industry 4.0 and smart factory. These contributions are vital for maintaining and improving economic development and quality of life. The proceeding will assist academic researchers and industrial engineers to implement the concepts and theories of Industry 4.0 in industrial practice, in order to effectively respond to the challenges posed by the 4th industrial revolution and smart factory.

Artificial Intelligence for Materials Science

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Author :
Publisher : Springer Nature
ISBN 13 : 3030683109
Total Pages : 231 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Artificial Intelligence for Materials Science by : Yuan Cheng

Download or read book Artificial Intelligence for Materials Science written by Yuan Cheng and published by Springer Nature. This book was released on 2021-03-26 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning methods have lowered the cost of exploring new structures of unknown compounds, and can be used to predict reasonable expectations and subsequently validated by experimental results. As new insights and several elaborative tools have been developed for materials science and engineering in recent years, it is an appropriate time to present a book covering recent progress in this field. Searchable and interactive databases can promote research on emerging materials. Recently, databases containing a large number of high-quality materials properties for new advanced materials discovery have been developed. These approaches are set to make a significant impact on human life and, with numerous commercial developments emerging, will become a major academic topic in the coming years. This authoritative and comprehensive book will be of interest to both existing researchers in this field as well as others in the materials science community who wish to take advantage of these powerful techniques. The book offers a global spread of authors, from USA, Canada, UK, Japan, France, Russia, China and Singapore, who are all world recognized experts in their separate areas. With content relevant to both academic and commercial points of view, and offering an accessible overview of recent progress and potential future directions, the book will interest graduate students, postgraduate researchers, and consultants and industrial engineers.

Industrializing Additive Manufacturing

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Publisher :
ISBN 13 : 9783030543358
Total Pages : 0 pages
Book Rating : 4.5/5 (433 download)

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Book Synopsis Industrializing Additive Manufacturing by : Mirko Meboldt

Download or read book Industrializing Additive Manufacturing written by Mirko Meboldt and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains the proceedings of the Additive Manufacturing in Product Development Conference. The content focus on how to support real-world value chains by developing additive manufactured series products. .

Sustainable Design and Manufacturing 2020

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Publisher : Springer
ISBN 13 : 9789811581335
Total Pages : 565 pages
Book Rating : 4.5/5 (813 download)

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Book Synopsis Sustainable Design and Manufacturing 2020 by : Steffen G. Scholz

Download or read book Sustainable Design and Manufacturing 2020 written by Steffen G. Scholz and published by Springer. This book was released on 2021-09-12 with total page 565 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book consists of peer-reviewed papers, presented at the International Conference on Sustainable Design and Manufacturing (SDM 2020). Leading-edge research into sustainable design and manufacturing aims to enable the manufacturing industry to grow by adopting more advanced technologies and at the same time improve its sustainability by reducing its environmental impact. Relevant themes and topics include sustainable design, innovation and services; sustainable manufacturing processes and technology; sustainable manufacturing systems and enterprises; and decision support for sustainability. Application areas are wide and varied. The book provides an excellent overview of the latest developments in the sustainable design and manufacturing areas.

Artificial Intelligence in Manufacturing

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Publisher : Elsevier
ISBN 13 : 032399671X
Total Pages : 342 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 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence in Manufacturing: Applications and Case Studies provides detailed technical descriptions of emerging applications of AI in manufacturing using case studies to explain implementation. Artificial intelligence is increasingly being applied to all engineering disciplines, producing 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 used it in a range of applications. Processes including additive manufacturing, pharmaceutical manufacturing, painting, chemical engineering and machinery maintenance are all addressed. Case studies, worked examples, basic introductory material and step-by-step instructions on methods make the work accessible to a large group of interested professionals. Explains innovative computational tools and methods in a practical and systematic way Addresses a wide range of manufacturing types, including additive, chemical and pharmaceutical Includes case studies from industry that describe how to overcome the challenges of implementing these methods in practice

Additive Manufacturing Technologies

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Publisher : Springer Nature
ISBN 13 : 3030561275
Total Pages : 685 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Additive Manufacturing Technologies by : Ian Gibson

Download or read book Additive Manufacturing Technologies written by Ian Gibson and published by Springer Nature. This book was released on 2020-11-10 with total page 685 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook covers in detail digitally-driven methods for adding materials together to form parts. A conceptual overview of additive manufacturing is given, beginning with the fundamentals so that readers can get up to speed quickly. Well-established and emerging applications such as rapid prototyping, micro-scale manufacturing, medical applications, aerospace manufacturing, rapid tooling and direct digital manufacturing are also discussed. This book provides a comprehensive overview of additive manufacturing technologies as well as relevant supporting technologies such as software systems, vacuum casting, investment casting, plating, infiltration and other systems. Reflects recent developments and trends and adheres to the ASTM, SI and other standards; Includes chapters on topics that span the entire AM value chain, including process selection, software, post-processing, industrial drivers for AM, and more; Provides a broad range of technical questions to ensure comprehensive understanding of the concepts covered.

Computational Intelligence in Manufacturing

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Publisher : Woodhead Publishing
ISBN 13 : 0323918557
Total Pages : 226 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Computational Intelligence in Manufacturing by : Kaushik Kumar

Download or read book Computational Intelligence in Manufacturing written by Kaushik Kumar and published by Woodhead Publishing. This book was released on 2022-05-28 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Intelligence in Manufacturing addresses applications of AI, machine learning and other innovative computational techniques across the manufacturing supply chain. The rapid development of smart or digital manufacturing known as Industry 4.0 has swiftly provided a large number of opportunities for product and manufacturing process improvement. Selecting the appropriate technologies and combining them successfully is a challenge this book helps readers overcome . It explains how to prepare different manufacturing cells for flexibility and enhanced productivity with better supply chain management, e.g., calibrating design machine tools for automation and agility. Computational intelligence applications for non-conventional manufacturing processes such as ECM and EDM are covered alongside recent advances in traditional processes like casting, welding and metal forming. As well as describing specific applications, this practical guide also explains the computational intelligence paradigm for enhanced supply chain management. Includes hot topics such as augmented and virtual reality applications in manufacturing Provides details of computational techniques, such as nature inspired algorithms for manufacturing process modeling Gives practical technical advice on how to calibrate processes and tools to work efficiently in an industry 4.0 system

Additive Manufacturing

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Publisher : Woodhead Publishing
ISBN 13 : 0128220570
Total Pages : 325 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Additive Manufacturing by : M. Manjaiah

Download or read book Additive Manufacturing written by M. Manjaiah and published by Woodhead Publishing. This book was released on 2021-07-17 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: Additive Manufacturing: A Tool for Industrial Revolution 4.0 explores the latest developments, underlying mechanisms, challenges and opportunities for 3D printing in a digital manufacturing environment. It uses an international panel of experts to explain how additive manufacturing processes have been successfully integrated with industry 4.0 technologies for increased technical capabilities, efficiency, flexibility and sustainability. The full manufacturing product cycle is addressed, including design, materials, mechanical properties, and measurement. Future directions for this important technological intersection are also explored. This book will interest researchers and industrial professionals in industrial engineering, digital manufacturing, advanced manufacturing, data science applications, and computer engineering. Addresses a wide range of additive manufacturing technology, including processes, controls and operation Explains many new and sustainable additive manufacturing methods Provides detailed descriptions on how to modernize and optimize conventional additive manufacturing methodologies in order to take full advantage of synergies with industry 4.0

Proceedings of the 9th International Symposium on Superalloy 718 & Derivatives: Energy, Aerospace, and Industrial Applications

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Author :
Publisher : Springer
ISBN 13 : 3319894803
Total Pages : 1118 pages
Book Rating : 4.3/5 (198 download)

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Book Synopsis Proceedings of the 9th International Symposium on Superalloy 718 & Derivatives: Energy, Aerospace, and Industrial Applications by : Eric Ott

Download or read book Proceedings of the 9th International Symposium on Superalloy 718 & Derivatives: Energy, Aerospace, and Industrial Applications written by Eric Ott and published by Springer. This book was released on 2018-05-12 with total page 1118 pages. Available in PDF, EPUB and Kindle. Book excerpt: This technical meeting will focus on Alloy 718 and Superalloys in this class relative to alloy and process development, production, product applications, trends and the development of advanced modeling tools. The symposium provides an opportunity for authors to present technical advancements relative to a broad spectrum of areas while assessing their impact on related fields associated with this critical alloy group. There are continuing innovations relative to these alloys as well as novel processing techniques which continue to extend applications in very challenging environments ranging from corrosion resistance in the deep sea to high-stressed space applications.

3D Printing Technologies

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Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3111215113
Total Pages : 398 pages
Book Rating : 4.1/5 (112 download)

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Book Synopsis 3D Printing Technologies by : Ajay Kumar

Download or read book 3D Printing Technologies written by Ajay Kumar and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-01-29 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: