Astm D638 14 Standard Test Method For Tensile Properties Of Plastics

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Handbook of Advances in Braided Composite Materials

Author : Jason P. Carey
Publisher : Elsevier
ISBN 13 : 0443186030
Total Pages : 552 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Handbook of Advances in Braided Composite Materials by : Jason P. Carey

Download or read book Handbook of Advances in Braided Composite Materials written by Jason P. Carey and published by Elsevier. This book was released on 2024-04-29 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: There has been a major resurgence of braiding in worldwide manufacturing and new testing technologies using imaging processes are now being employed. This has allowed significant findings and a better understanding of braided materials. The Handbook of Advances in Braided Composite Materials, Second Edition extensively reviews the properties, design, and manufacturing, testing and next generation applications of braided composite materials. Following the introductory chapter and the opening topic of working with the enclosed composite apps, Part One discusses manufacturing processes and advanced testing of braided composite materials. Part Two then looks at predicting properties and designing braided composite materials, including mechanics for braided composite materials such as micromechanics, macromechanics and ply mechanics. Advances in 2D and 3D modeling, as well as design of braided composite materials, are also covered. Finally, Part Three provides information on the applications of Next Generation braided composite materials. These topics consist of shape memory composites, nanostructures in braids, electrospinning, braidtrusion and green braids. The book presents up-to-date technology developments and recent research findings, along with an android and IPhone App to support design criteria, which is available via an online open source platform provided by the editor. Industrial manufacturers of braided composites, academic researchers working in the design and development of braided composites, professional engineers and postgraduate students will find this book an essential read. - Covers new developments in advanced testing methods and imaging technology - Presents new findings in manufacturing and material properties - Discusses new developments in sustainable green braided composites, and in 3D braiding

Brydson's Plastics Materials

Author : Marianne Gilbert
Publisher : William Andrew
ISBN 13 : 0323370225
Total Pages : 894 pages
Book Rating : 4.3/5 (233 download)

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Book Synopsis Brydson's Plastics Materials by : Marianne Gilbert

Download or read book Brydson's Plastics Materials written by Marianne Gilbert and published by William Andrew. This book was released on 2016-09-27 with total page 894 pages. Available in PDF, EPUB and Kindle. Book excerpt: Brydson's Plastics Materials, Eighth Edition, provides a comprehensive overview of the commercially available plastics materials that bridge the gap between theory and practice. The book enables scientists to understand the commercial implications of their work and provides engineers with essential theory. Since the previous edition, many developments have taken place in plastics materials, such as the growth in the commercial use of sustainable bioplastics, so this book brings the user fully up-to-date with the latest materials, references, units, and figures that have all been thoroughly updated. The book remains the authoritiative resource for engineers, suppliers, researchers, materials scientists, and academics in the field of polymers, including current best practice, processing, and material selection information and health and safety guidance, along with discussions of sustainability and the commercial importance of various plastics and additives, including nanofillers and graphene as property modifiers. With a 50 year history as the principal reference in the field of plastics material, and fully updated by an expert team of polymer scientists and engineers, this book is essential reading for researchers and practitioners in this field. - Presents a one-stop-shop for easily accessible information on plastics materials, now updated to include the latest biopolymers, high temperature engineering plastics, thermoplastic elastomers, and more - Includes thoroughly revised and reorganised material as contributed by an expert team who make the book relevant to all plastics engineers, materials scientists, and students of polymers - Includes the latest guidance on health, safety, and sustainability, including materials safety data sheets, local regulations, and a discussion of recycling issues

Polymer Matrix Composites: Guidelines for Characterization of Structural Materials

Author : Composite Materials Handbook – 17 (CMH-17)
Publisher : SAE International
ISBN 13 : 1468604961
Total Pages : 778 pages
Book Rating : 4.4/5 (686 download)

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Book Synopsis Polymer Matrix Composites: Guidelines for Characterization of Structural Materials by : Composite Materials Handbook – 17 (CMH-17)

Download or read book Polymer Matrix Composites: Guidelines for Characterization of Structural Materials written by Composite Materials Handbook – 17 (CMH-17) and published by SAE International. This book was released on 2022-09-06 with total page 778 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first volume of this six-volume compendium contains guidelines for determining the properties of polymer matrix composite material systems and their constituents, as well as the properties of generic structural elements, including test planning, test matrices, sampling, conditioning, test procedure selection, data reporting, data reduction, statistical analysis, and other related topics. Special attention is given to the statistical treatment and analysis of data. Volume 1 contains guidelines for general development of material characterization data as well as specific requirements for publication of material data in CMH-17. The primary purpose of this volume of the handbook is to document industry best-practices for engineering methodologies related to testing, data reduction, and reporting of property data for current and emerging composite materials. It is used by engineers worldwide in designing and fabricating products made from composite materials. The Composite Materials Handbook, referred to by industry groups as CMH-17, is a six-volume engineering reference tool that contains thousands of records of the latest test data for polymer matrix, metal matrix, ceramic matrix, and structural sandwich composites. CMH-17 provides information and guidance necessary to design, analyze, fabricate, certify and support end items using composite materials. It includes properties of composite materials that meet specific data requirements as well as guidelines for design, analysis, material selection, manufacturing, quality control, and repair.

The Effect of Temperature and other Factors on Plastics and Elastomers

Author : Laurence W. McKeen
Publisher : Elsevier
ISBN 13 : 032399556X
Total Pages : 853 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis The Effect of Temperature and other Factors on Plastics and Elastomers by : Laurence W. McKeen

Download or read book The Effect of Temperature and other Factors on Plastics and Elastomers written by Laurence W. McKeen and published by Elsevier. This book was released on 2023-04-04 with total page 853 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Effect of Temperature and Other Factors on the Properties of Plastics and Elastomers, Fourth Edition provides data on the wide spectrum of plastics and TPEs with special reference to thermal stability. The mechanical, physical and electrical properties of plastics and elastomers are described as a function of temperature and humidity to help with the design of lighter more cost-effective plastic parts to replace metal ones. In this new edition, expertly edited data makes it easy for readers to learn about the properties of plastic materials without having to search the general literature or depend on suppliers. Additional types of plastics are examined, and the latest data on material characteristics are provided. Complex details such as how the thermal prehistory can effect final mechanical properties, and how temperature scans reveal dynamic mechanical behavior are also examined to build a deeper understanding of the materials. - Fully updated edition features full coverage of the new data, new plastics and applications that have emerged in recent years - Features reorganization of plastics data by manufacturer, facilitating quick reference

Handbook of Fillers

Author : George Wypych
Publisher : Elsevier
ISBN 13 : 0323898955
Total Pages : 1185 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Handbook of Fillers by : George Wypych

Download or read book Handbook of Fillers written by George Wypych and published by Elsevier. This book was released on 2021-01-28 with total page 1185 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Fillers, Fifth Edition discusses the rapidly advancing field of fillers, the substances added to plastics and composites that add value by improving and modifying the properties of materials and reducing costs. This new edition is an essential reference for engineers and scientists using fillers in a range of materials, including plastics, rubber, adhesives, and paper. Designed to be a comprehensive reference for both experienced practitioners and those new to the field, it covers available fillers and their properties, their effect on filled materials, their rheology and flammability, recycling considerations, and their use in practical applications. The book offers a direct comparison of general-purpose fillers (micron-size fillers) and nanofillers. The first section covers the grades of fillers available in the world market, dividing them into eight groups and analyzing their properties, applications, and sources. The second section discusses the effects of filler incorporation with ten chapters covering the mechanical properties of compounded materials, the effect of the filler on the material rheology, the morphology of the filled system, the material durability, flammability and recycling, the structure of interphase, chemical interphase, chemical interactions, interaction with and effect on other additive, fillers use in material compounds, and the analytical methods of testing fillers and filled materials. The final section is devoted to the application of fillers on an industrial scale. Filler transportation, storage, processing, and equipment used for these purposes are discussed, as are quality control of fillers, formulation with fillers, different processing methods, and health and safety issues. - Synthesizes the literature on fillers, covering their properties, effects on filled materials, rheology, flammability, and more - Provides up-to-date, applicable information on the use of fillers in plastics, rubber, adhesives, and paper - Presents comprehensive coverage on the effect of fillers on materials, including their mechanical properties, their effects on material rheology, the morphology of the filled system, material durability, and more - Includes essential guidance on the industrial scale use of fillers and their transportation, storage, processing, equipment, quality control, and health and safety considerations

Plastics Process Analysis, Instrumentation, and Control

Author : Johannes Karl Fink
Publisher : John Wiley & Sons
ISBN 13 : 111979577X
Total Pages : 416 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Plastics Process Analysis, Instrumentation, and Control by : Johannes Karl Fink

Download or read book Plastics Process Analysis, Instrumentation, and Control written by Johannes Karl Fink and published by John Wiley & Sons. This book was released on 2021-03-02 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on plastics process analysis, instrumentation for modern manufacturing in the plastics industry. Process analysis is the starting point since plastics processing is different from processing of metals, ceramics, and other materials. Plastics materials show unique behavior in terms of heat transfer, fluid flow, viscoelastic behavior, and a dependence of the previous time, temperature and shear history which determines how the material responds during processing and its end use. Many of the manufacturing processes are continuous or cyclical in nature. The systems are flow systems in which the process variables, such as time, temperature, position, melt and hydraulic pressure, must be controlled to achieve a satisfactory product which is typically specified by critical dimensions and physical properties which vary with the processing conditions. Instrumentation has to be selected so that it survives the harsh manufacturing environment of high pressures, temperatures and shear rates, and yet it has to have a fast response to measure the process dynamics. At many times the measurements have to be in a non-contact mode so as not to disturb the melt or the finished product. Plastics resins are reactive systems. The resins will degrade if the process conditions are not controlled. Analysis of the process allows one to strategize how to minimize degradation and optimize end-use properties.

Advanced Processing and Manufacturing Technologies for Nanostructured and Multifunctional Materials II, Volume 36, Issue 6

Author : Tatsuki Ohji
Publisher : John Wiley & Sons
ISBN 13 : 1119211670
Total Pages : 184 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Advanced Processing and Manufacturing Technologies for Nanostructured and Multifunctional Materials II, Volume 36, Issue 6 by : Tatsuki Ohji

Download or read book Advanced Processing and Manufacturing Technologies for Nanostructured and Multifunctional Materials II, Volume 36, Issue 6 written by Tatsuki Ohji and published by John Wiley & Sons. This book was released on 2015-11-24 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Ceramic Engineering and Science Proceeding has been published by The American Ceramic Society since 1980. This series contains a collection of papers dealing with issues in both traditional ceramics (i.e., glass, whitewares, refractories, and porcelain enamel) and advanced ceramics. Topics covered in the area of advanced ceramic include bioceramics, nanomaterials, composites, solid oxide fuel cells, mechanical properties and structural design, advanced ceramic coatings, ceramic armor, porous ceramics, and more.

Proceedings of CASICAM 2022

Author : Khalid Zarbane
Publisher : Springer Nature
ISBN 13 : 3031329279
Total Pages : 300 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Proceedings of CASICAM 2022 by : Khalid Zarbane

Download or read book Proceedings of CASICAM 2022 written by Khalid Zarbane and published by Springer Nature. This book was released on 2023-07-29 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains selected papers from the conference CASICAM'22, presenting the latest advancements and discoveries in Additive Manufacturing (AM) technology. The chapters cover a wide range of topics related to AM, including design for additive manufacturing, functionally graded additive manufacturing (FGAM), new and innovative materials for AM, AM parts/processes modeling and simulation, AM process optimization, monitoring, and qualification, 4D printing, AM post-processing operations, AM product metrology and quality control, AM standards and certification, health, safety, and environment challenges, education, training, and research strategy, and AM applications and challenges.

Fundamentals and Recent Advances in Nanocomposites Based on Polymers and Nanocellulose

Author : Md Rezaur Rahman
Publisher : Elsevier
ISBN 13 : 032385818X
Total Pages : 314 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Fundamentals and Recent Advances in Nanocomposites Based on Polymers and Nanocellulose by : Md Rezaur Rahman

Download or read book Fundamentals and Recent Advances in Nanocomposites Based on Polymers and Nanocellulose written by Md Rezaur Rahman and published by Elsevier. This book was released on 2021-10-05 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fundamentals and Recent Advances in Nanocomposites Based on Polymers and Nanocellulose brings together the latest research in cellulose-based nanocomposites, covering fundamentals, processing, properties, performance, applications, and the state of the art. The book begins by explaining the fundamentals of cellulose and cellulose-based nanocomposites, including sources, extraction, types, classification, linkages, model structure, model compounds, and characterization techniques. The second part of the book covers the incorporation of cellulose fillers to improve the properties or characteristics of nanocomposites, organized by composite category, including in aerogels, thermoplastic composites, thermoset composites, bioplastic composites, carbon nanofibers, rubber composites, carbon fibers, and foaming materials. Throughout these chapters, there is an emphasis on the latest innovations and application potential. Finally, applications are explored in more detail, notably focusing on the utilization of nanocellulose in biodegradable composites for biomedical applications, along with other important industrial application areas. This book is of great interest to researchers, scientists, and advanced students working with bio-based materials, and across polymer science, nanomaterials, composite materials, plastics engineering, chemical engineering, materials science and engineering, as well as R&D professionals, engineers, and industrialists interested in the development of bio-based materials for advanced applications or material commercialization. - Presents the fundamentals of cellulose-based nanocomposites, including sources, extraction, types, classification, linkages, structure, compounds, and characterization. - Discusses and analyzes the most suitable fabrication methods and processing techniques for cellulose as a reinforcement in a range of composites. - Opens the door to a range of cutting-edge applications and considers key aspects such as cost, lifecycle, and biodegradability.

Proceedings of the Indian Geotechnical Conference 2019

Author : Satyajit Patel
Publisher : Springer Nature
ISBN 13 : 9813363703
Total Pages : 779 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Proceedings of the Indian Geotechnical Conference 2019 by : Satyajit Patel

Download or read book Proceedings of the Indian Geotechnical Conference 2019 written by Satyajit Patel and published by Springer Nature. This book was released on 2021-06-04 with total page 779 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises select proceedings of the annual conference of the Indian Geotechnical Society. The conference brings together research and case histories on various aspects of geotechnical and geoenvironmental engineering. The book presents papers on geotechnical applications and case histories, covering topics such as (i) Characterization of Geomaterials and Physical Modelling; (ii) Foundations and Deep Excavations; (iii) Soil Stabilization and Ground Improvement; (iv) Geoenvironmental Engineering and Waste Material Utilization; (v) Soil Dynamics and Earthquake Geotechnical Engineering; (vi) Earth Retaining Structures, Dams and Embankments; (vii) Slope Stability and Landslides; (viii) Transportation Geotechnics; (ix) Geosynthetics Applications; (x) Computational, Analytical and Numerical Modelling; (xi) Rock Engineering, Tunnelling and Underground Constructions; (xii) Forensic Geotechnical Engineering and Case Studies; and (xiii) Others Topics: Behaviour of Unsaturated Soils, Offshore and Marine Geotechnics, Remote Sensing and GIS, Field Investigations, Instrumentation and Monitoring, Retrofitting of Geotechnical Structures, Reliability in Geotechnical Engineering, Geotechnical Education, Codes and Standards, and other relevant topics. The contents of this book are of interest to researchers and practicing engineers alike.

Innovative Design, Analysis and Development Practices in Aerospace and Automotive Engineering (I-DAD 2018)

Author : U. Chandrasekhar
Publisher : Springer
ISBN 13 : 9811327181
Total Pages : 541 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Innovative Design, Analysis and Development Practices in Aerospace and Automotive Engineering (I-DAD 2018) by : U. Chandrasekhar

Download or read book Innovative Design, Analysis and Development Practices in Aerospace and Automotive Engineering (I-DAD 2018) written by U. Chandrasekhar and published by Springer. This book was released on 2018-12-20 with total page 541 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the best articles presented by researchers and industrial experts at the International Conference on “Innovative Design and Development Practices in Aerospace and Automotive Engineering (I-DAD 2018)”. The papers discuss new design concepts, analysis and manufacturing technologies, with an emphasis on achieving improved performance by downsizing; improving the weight-to-strength ratio, fuel efficiency, and operational capability at room and elevated temperatures; reducing wear and tear; and addressing NVH aspects, while balancing the challenges of Euro IV/Barat Stage IV emission norms and beyond, greenhouse effects, and recyclable materials. The innovative methods discussed here offer valuable reference material for educational and research organizations, as well as industry, encouraging them to pursue challenging projects of mutual interest.

2nd International Conference on Smart Sustainable Materials and Technologies (ICSSMT 2023)

Author : M. Sumesh
Publisher : Springer Nature
ISBN 13 : 3031498267
Total Pages : 234 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis 2nd International Conference on Smart Sustainable Materials and Technologies (ICSSMT 2023) by : M. Sumesh

Download or read book 2nd International Conference on Smart Sustainable Materials and Technologies (ICSSMT 2023) written by M. Sumesh and published by Springer Nature. This book was released on with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of the 4th International Conference on Informatics, Technology and Engineering 2023 (InCITE 2023)

Author : Markus Hartono
Publisher : Springer Nature
ISBN 13 : 9464632887
Total Pages : 667 pages
Book Rating : 4.4/5 (646 download)

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Book Synopsis Proceedings of the 4th International Conference on Informatics, Technology and Engineering 2023 (InCITE 2023) by : Markus Hartono

Download or read book Proceedings of the 4th International Conference on Informatics, Technology and Engineering 2023 (InCITE 2023) written by Markus Hartono and published by Springer Nature. This book was released on 2023-11-18 with total page 667 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book.Adaptive, Resilient & Collaborative EngineeringTowards Faster Recovery & Impactful Solutions The world in the last decade has been facing global issues such as accelerated global warming, depleting natural resources, food waste and scarcity, water contamination and shortage, energy conservation, etc. Enter the COVID-19 pandemic in 2020 and we face what people term as double disruption. Not only solutions to the above problems are becoming more critical, but they are also needed fast. Timely and effective solutions are called for so that we can recover from the pandemic while at the same time carry our efforts to better our world. It is no longer sufficient to find solutions that can only delay the negative impacts from the above problems, but it is imperative to tip the balance and reverse the impacts to our advantage. Engineers and engineering have a vital role in inventing mechanisms, systems, and/or products that can address the solutions. Digital technologies and artificial intelligence have been at the forefront of such exploration and we can expect some hints for a better future, if we continue being adaptive, resilient, and collaborative. Given the above background, Faculty of Engineering - Universitas Surabaya, will host the fourth bi-annual international conference “The 4th International Conference on Informatics, Technology and Engineering 2023 (InCITE 2023)” in Yogyakarta, Indonesia, September 14th–15th, 2023. This event is a continuation of the past events successfully held in 2017, 2019, and 2021. We invite academia and business practitioners all around the globe to share ideas and best practices relevant to the above conference topic. We hope that this event can also serve as a platform of gathering for anyone interested in exploring potential solutions of our common problems today. Accepted and presented paper will be submitted for publication in reputable International Proceeding (Atlantis Press). See you in Yogyakarta!

Principles of Composite Material Mechanics, Second Edition

Author : Ronald F. Gibson
Publisher : CRC Press
ISBN 13 : 1420014242
Total Pages : 610 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Principles of Composite Material Mechanics, Second Edition by : Ronald F. Gibson

Download or read book Principles of Composite Material Mechanics, Second Edition written by Ronald F. Gibson and published by CRC Press. This book was released on 2007-05-30 with total page 610 pages. Available in PDF, EPUB and Kindle. Book excerpt: Extensively updated and maintaining the high standard of the popular original, Principles of Composite Material Mechanics, Second Edition reflects many of the recent developments in the mechanics of composite materials. It draws on the decades of teaching and research experience of the author and the course material of the senior undergraduate and graduate level classes he has taught. New and up-to-date information throughout the text brings modern engineering students everything they need to advance their knowledge of the evermore common composite materials. The introduction strengthens the book’s emphasis on basic principles of mechanics by adding a review of the basic mechanics of materials equations. New appendices cover the derivations of stress equilibrium equations and the strain–displacement relations from elasticity theory. Additional sections address recent applications of composite mechanics to nanocomposites, composite grid structures, and composite sandwich structures. More detailed discussion of elasticity and finite element models have been included along with results from the recent World Wide Failure Exercise. The author takes a phenomenological approach to illustrate linear viscoelastic behavior of composites. Updated information on the nature of fracture and composite testing includes coverage of the finite element implementation of the Virtual Crack Closure technique and new and revised ASTM standard test methods. The author includes updated and expanded material property tables, many more example problems and homework exercises, as well as new reference citings throughout the text. Requiring a solid foundation in materials mechanics, engineering, linear algebra, and differential equations, Principles of Composite Materials Mechanics, Second Edition provides the advanced knowledge in composite materials needed by today’s materials scientists and engineers.

Additive Manufacturing, Modeling Systems and 3D Prototyping

Author : Emilio Rossi and Massimo Di Nicolantonio
Publisher : AHFE International
ISBN 13 : 1958651109
Total Pages : 87 pages
Book Rating : 4.9/5 (586 download)

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Book Synopsis Additive Manufacturing, Modeling Systems and 3D Prototyping by : Emilio Rossi and Massimo Di Nicolantonio

Download or read book Additive Manufacturing, Modeling Systems and 3D Prototyping written by Emilio Rossi and Massimo Di Nicolantonio and published by AHFE International. This book was released on 2022-07-24 with total page 87 pages. Available in PDF, EPUB and Kindle. Book excerpt: Additive Manufacturing, Modeling Systems and 3D Prototyping Proceedings of the 13th International Conference on Applied Human Factors and Ergonomics (AHFE 2022), July 24–28, 2022, New York, USA

Thermoplastics and Thermoplastic Composites

Author : Michel Biron
Publisher : William Andrew
ISBN 13 : 0081025025
Total Pages : 1165 pages
Book Rating : 4.0/5 (81 download)

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Book Synopsis Thermoplastics and Thermoplastic Composites by : Michel Biron

Download or read book Thermoplastics and Thermoplastic Composites written by Michel Biron and published by William Andrew. This book was released on 2018-06-06 with total page 1165 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thermoplastics and Thermoplastic Composites, Third Edition bridges the technology and business aspects of thermoplastics, providing a guide designed to help engineers working in real-world industrial settings. The author explores the criteria for material selection, provides a detailed guide to each family of thermoplastics, and explains the various processing options for each material type. More than 30 families of thermoplastics are described with information on their advantages and drawbacks, special grades, prices, transformation processes, applications, thermal behavior, technological properties (tenacity, friction, dimensional stability), durability (ageing, creep, fatigue), chemical and fire behavior, electrical properties, and joining possibilities. In this third edition, standards and costs have been updated for all materials, and more information on topics such as bioplastics, 3D printing and recycling have been added. In addition, an entirely new chapter on the concept of 'Industry 4.0' has been added, with guidance and suggestions on the incorporation of virtualization, connectivity, and automation into the plastics engineering process to reduce materials and processing failure. - Includes detailed case studies that illustrate best practices across a wide range of applications and industry sectors - Presents a new chapter on the 'Industry 4.0' concept - Suggests software solutions to assist with design, decision-making and management, along with other forms of automation

Machine Learning Applied to Composite Materials

Author : Vinod Kushvaha
Publisher : Springer Nature
ISBN 13 : 9811962782
Total Pages : 202 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Machine Learning Applied to Composite Materials by : Vinod Kushvaha

Download or read book Machine Learning Applied to Composite Materials written by Vinod Kushvaha and published by Springer Nature. This book was released on 2022-11-29 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the approach of Machine Learning (ML) based predictive models in the design of composite materials to achieve the required properties for certain applications. ML can learn from existing experimental data obtained from very limited number of experiments and subsequently can be trained to find solutions of the complex non-linear, multi-dimensional functional relationships without any prior assumptions about their nature. In this case the ML models can learn from existing experimental data obtained from (1) composite design based on various properties of the matrix material and fillers/reinforcements (2) material processing during fabrication (3) property relationships. Modelling of these relationships using ML methods significantly reduce the experimental work involved in designing new composites, and therefore offer a new avenue for material design and properties. The book caters to students, academics and researchers who are interested in the field of material composite modelling and design.