Machine Learning Aided Analysis Design And Additive Manufacturing Of Functionally Graded Porous Composite Structures
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Machine Learning Aided Analysis Design And Additive Manufacturing Of Functionally Graded Porous Composite Structures
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Author : Jie Yang
language : en
Publisher: Elsevier
Release Date : 2023-10-06
Machine Learning Aided Analysis Design And Additive Manufacturing Of Functionally Graded Porous Composite Structures written by Jie Yang and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-06 with Technology & Engineering categories.
Machine Learning Aided Analysis, Design, and Additive Manufacturing of Functionally Graded Porous Composite Structures presents a state-of-the-art review of the latest advances and cutting-edge technologies in this important research field. Sections provide an introduction to functionally graded porous structures and detail the effects of graded porosities on bending, buckling, and vibration behaviors within the framework of Timoshenko beam theory and first-order shear deformable plate theory. Other sections cover the usage of machine learning techniques for smart structural analysis of porous components as an evolution from traditional engineering and methods and focus on additive manufacturing of structures with graded porosities for end-user applications. The book follows a clear path from design and analysis to fabrication and applications. Readers will find extensive knowledge and examples of functionally graded porous structures that are suitable for innovative research and market needs, with applications relevant to a diverse range of industrial fields, including mechanical, structural, aerospace, energy, and biomedical engineering.
Machine Learning Aided Analysis Design And Additive Manufacturing Of Functionally Graded Porous Composite Structures
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Author : Jie Yang
language : en
Publisher: Elsevier
Release Date : 2023-10-04
Machine Learning Aided Analysis Design And Additive Manufacturing Of Functionally Graded Porous Composite Structures written by Jie Yang and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-04 with Technology & Engineering categories.
Functionally Graded Porous Structures: Applied Methods in Mechanical Performance Evaluation, Machine Learning Aided Analysis, and Additive Manufacturing presents a state-of-the-art review of the latest advances and cutting-edge technologies in this important research field. The book is divided into three key sections. The first section begins with an introduction to functionally graded porous structures and details the effects of graded porosities on bending, buckling, and vibration behaviours within the framework of Timoshenko beam theory, and first-order shear deformable plate theory. The second section is focused on the usage of machine learning techniques for smart structural analysis of porous components as an evolution from traditional engineering, methods. The third section focuses on additive manufacturing of structures with graded porosities for end-user applications. The book follows a clear path from design and analysis to fabrication and applications. Readers will find extensive knowledge and examples of functionally graded porous structures that are suitable for innovative research and market needs, with applications relevant to a diverse range of industrial fields, including mechanical, structural, aerospace, energy, and biomedical engineering. - Provides a comprehensive picture of novel porous materials and advanced lightweight structural technologies that are applicable to a diverse range of industrial sectors - Updated with the most recent advances in the field of porous structures - Goes beyond traditional structural aspects and covers novel evaluation strategies, machine learning aided analysis, and additive manufacturing - Covers weight management strategies for structural components to achieve multifunctional purposes - Addresses key issues in the design of lightweight structures, offering significant environmental benefits
Computer Aided Tissue Engineering
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Author : Michael A.K. Liebschner
language : en
Publisher: Humana Press
Release Date : 2012-06-14
Computer Aided Tissue Engineering written by Michael A.K. Liebschner and has been published by Humana Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-06-14 with Science categories.
The recent revolution in the biological sciences and bioengineering, along with the advancements of modern design and manufacturing, biomaterials, biology, and biomedicine, have brought about the new field of computer-aided tissue engineering. Advances in this fascinating new area of study encompass broad applications in large-scale tissue engineering fabrication, artificial organs, orthopaedic implants, and biological chips. Computer-Aided Tissue Engineering highlights the interdisciplinary nature of this topic and reviews the current state of computer-aided three-dimensional tissue modeling, tissue classification, and tissue fabrication and implantation. Particular focus is placed on rapid prototyping and direct digital fabrication for cell and organs, construction of tissue analogs, and precursors to 3D tissue scaffolds. Written for the highly successful Methods in Molecular BiologyTM series, this work provides the kind of detailed description and implementation advice that is crucial for getting optimal results. Current and practical, Computer-Aided Tissue Engineering provides a coherent framework for researchers interested in these vital technologies and for clinicians who plan to implement them.
The Routledge Companion To Artificial Intelligence In Architecture
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Author : Imdat As
language : en
Publisher: Routledge
Release Date : 2021-05-05
The Routledge Companion To Artificial Intelligence In Architecture written by Imdat As and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-05 with Architecture categories.
Providing the most comprehensive source available, this book surveys the state of the art in artificial intelligence (AI) as it relates to architecture. This book is organized in four parts: theoretical foundations, tools and techniques, AI in research, and AI in architectural practice. It provides a framework for the issues surrounding AI and offers a variety of perspectives. It contains 24 consistently illustrated contributions examining seminal work on AI from around the world, including the United States, Europe, and Asia. It articulates current theoretical and practical methods, offers critical views on tools and techniques, and suggests future directions for meaningful uses of AI technology. Architects and educators who are concerned with the advent of AI and its ramifications for the design industry will find this book an essential reference.
Analysis And Design Of Machine Elements
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Author : Wei Jiang
language : en
Publisher: John Wiley & Sons
Release Date : 2019-01-30
Analysis And Design Of Machine Elements written by Wei Jiang and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-30 with Technology & Engineering categories.
Incorporating Chinese, European, and International standards and units of measurement, this book presents a classic subject in an up-to-date manner with a strong emphasis on failure analysis and prevention-based machine element design. It presents concepts, principles, data, analyses, procedures, and decision-making techniques necessary to design safe, efficient, and workable machine elements. Design-centric and focused, the book will help students develop the ability to conceptualize designs from written requirements and to translate these design concepts into models and detailed manufacturing drawings. Presents a consistent approach to the design of different machine elements from failure analysis through strength analysis and structural design, which facilitates students’ understanding, learning, and integration of analysis with design Fundamental theoretical topics such as mechanics, friction, wear and lubrication, and fluid mechanics are embedded in each chapter to illustrate design in practice Includes examples, exercises, review questions, design and practice problems, and CAD examples in each self-contained chapter to enhance learning Analysis and Design of Machine Elements is a design-centric textbook for advanced undergraduates majoring in Mechanical Engineering. Advanced students and engineers specializing in product design, vehicle engineering, power machinery, and engineering will also find it a useful reference and practical guide.
Virtual And Rapid Manufacturing
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Author : Paulo Jorge da Silva Bartolo
language : en
Publisher: CRC Press
Release Date : 2007-09-17
Virtual And Rapid Manufacturing written by Paulo Jorge da Silva Bartolo and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-09-17 with Technology & Engineering categories.
Collection of 120 peer-reviewed papers that were presented at the 3rd International Conference on Advanced Research in Virtual and Rapid Prototyping, held in Leiria, Portugal in September 2007. Essential reading for all those working on V&RP, focused on inducing increased collaboration between industry and academia. In addition to key
High Performance Composite Structures
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Author : A. Praveen Kumar
language : en
Publisher: Springer Nature
Release Date : 2021-12-08
High Performance Composite Structures written by A. Praveen Kumar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-08 with Technology & Engineering categories.
This book covers advanced 3D printing processes and the latest developments in novel composite-based printing materials, thus enabling the reader to understand and benefit from the advantages of this groundbreaking technology. The rise in ecological anxieties has forced scientists and researchers from all over the world to find novel lightweight materials. Therefore, it is necessary to expand knowledge about the processing, applications, and challenges of 3D printing of composite materials to expanding the range of their application. This book presents an extensive survey on recent improvements in the research and development of additive manufacturing technologies that are used to make composite structures for various applications such as electronic, aerospace, construction, and biomedical applications. Advanced printing techniques including fused deposition modeling (FDM), selective laser sintering (SLS), selective laser melting (SLM), electron beam melting (EBM), inkjet 3D printing (3DP), stereolithography (SLA), and 3D plotting will be covered and discussed thoroughly in this book. This book also focuses the recent advances and challenges in polymer nanocomposite and introduces potential applications of these materials in various sectors.
Functionally Graded Materials Fgms
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Author : Pulak M. Pandey
language : en
Publisher:
Release Date : 2021-09
Functionally Graded Materials Fgms written by Pulak M. Pandey and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09 with Functionally gradient materials categories.
"The science and study of Functionally Graded Materials (FGMs) has intrigued researchers over the last few decades. Their application has the capability to produce parts with unmatched properties which are virtually impossible to obtain via conventional material routes. This book addresses various FGM aspects and provides a relevant quality and comprehensive data source. The book covers trends, process classification on various basis, physical processes involved, structure, properties, applications, advantages, and limitations. Emerging trends in the field are discussed in detail and advancements are thoroughly reviewed and presented to broaden the spectrum of FGM applications. This reference book will be of interest to scholars, researchers, academicians, industry practitioners, government labs, libraries and anyone interested in the area of Materials Engineering"--
Introduction To Neural Networks With Java
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Author : Jeff Heaton
language : en
Publisher: Heaton Research Incorporated
Release Date : 2005
Introduction To Neural Networks With Java written by Jeff Heaton and has been published by Heaton Research Incorporated this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Computers categories.
In addition to showing the programmer how to construct Neural Networks, the book discusses the Java Object Oriented Neural Engine (JOONE), a free open source Java neural engine. (Computers)
Cellular Solids
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Author : Lorna J. Gibson
language : en
Publisher: Cambridge University Press
Release Date : 1997
Cellular Solids written by Lorna J. Gibson and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Science categories.
In this new edition of their classic work on Cellular Solids, the authors have brought the book completely up to date, including new work on processing of metallic and ceramic foams and on the mechanical, electrical and acoustic properties of cellular solids. Data for commercially available foams are presented on material property charts; two new case studies show how the charts are used for selection of foams in engineering design. Over 150 references appearing in the literature since the publication of the first edition are cited. The text summarises current understanding of the structure and mechanical behaviour of cellular materials, and the ways in which they can be exploited in engineering design. Cellular solids include engineering honeycombs and foams (which can now be made from polymers, metals, ceramics and composites) as well as natural materials, such as wood, cork and cancellous bone.