Industrial Applications I

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Industrial Applications of Machine Learning

Pedro Larrañaga,David Atienza,Javier Diaz-Rozo,Alberto Ogbechie,Carlos Esteban Puerto-Santana,Concha Bielza
Industrial Applications of Machine Learning Book PDF

Author : Pedro Larrañaga,David Atienza,Javier Diaz-Rozo,Alberto Ogbechie,Carlos Esteban Puerto-Santana,Concha Bielza
Publisher : CRC Press
Page : 336 pages
File Size : 45,5 Mb
Release : 2018-12-12
Category : Business & Economics
ISBN : 9781351128377

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Industrial Applications of Machine Learning by Pedro Larrañaga,David Atienza,Javier Diaz-Rozo,Alberto Ogbechie,Carlos Esteban Puerto-Santana,Concha Bielza Pdf

Industrial Applications of Machine Learning shows how machine learning can be applied to address real-world problems in the fourth industrial revolution, and provides the required knowledge and tools to empower readers to build their own solutions based on theory and practice. The book introduces the fourth industrial revolution and its current impact on organizations and society. It explores machine learning fundamentals, and includes four case studies that address a real-world problem in the manufacturing or logistics domains, and approaches machine learning solutions from an application-oriented point of view. The book should be of special interest to researchers interested in real-world industrial problems. Features Describes the opportunities, challenges, issues, and trends offered by the fourth industrial revolution Provides a user-friendly introduction to machine learning with examples of cutting-edge applications in different industrial sectors Includes four case studies addressing real-world industrial problems solved with machine learning techniques A dedicated website for the book contains the datasets of the case studies for the reader's reproduction, enabling the groundwork for future problem-solving Uses of three of the most widespread software and programming languages within the engineering and data science communities, namely R, Python, and Weka

Industrial Applications for Intelligent Polymers and Coatings

Majid Hosseini,Abdel Salam Hamdy Makhlouf
Industrial Applications for Intelligent Polymers and Coatings Book PDF

Author : Majid Hosseini,Abdel Salam Hamdy Makhlouf
Publisher : Springer
Page : 710 pages
File Size : 40,9 Mb
Release : 2016-05-14
Category : Technology & Engineering
ISBN : 9783319268934

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Industrial Applications for Intelligent Polymers and Coatings by Majid Hosseini,Abdel Salam Hamdy Makhlouf Pdf

This book is a comprehensive collaboration on intelligent polymers and coatings for industrial applications by worldwide researchers and specialists. The authors cover the basis and fundamental aspects of intelligent polymers and coatings, challenges, and potential mechanisms and properties. They include recent and emerging industrial applications in medical, smart textile design, oil and gas, electronic, aerospace, and automobile industries as well as other applications including microsystems, sensors, and actuators, among others. The authors discuss the potential for future research in these areas for improvement and growth of marketable applications of intelligent polymers and coatings.

Industrial Applications of Natural Fibres

Jörg Müssig
Industrial Applications of Natural Fibres Book PDF

Author : Jörg Müssig
Publisher : John Wiley & Sons
Page : 560 pages
File Size : 53,8 Mb
Release : 2010-04-15
Category : Science
ISBN : 0470660341

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Industrial Applications of Natural Fibres by Jörg Müssig Pdf

Natural fibres are becoming increasingly popular for use in industrial applications, providing sustainable solutions to support technical innovation. These versatile, natural based materials have applications in a wide range of industries, from textiles and consumer products to the automotive and construction industries. Industrial Applications of Natural Fibres examines the different steps of processing, from natural generation, fibre separation and fibre processing, to the manufacturing of the final product. Each step is linked to fibre properties and characterization, highlighting how different fibres influence the product properties through a discussion of their chemical and structural qualities. Considering the value-added chain from natural generation to final product, with emphasis on quality management, this book reviews the current research and technical applications of natural fibres. Topics covered include: Introduction to the Chemistry and Biology of Natural Fibres Economic Aspects of Natural Fibres Vegetable Fibres Animal Fibres Testing and Quality Management Applications: Current and Potential Industrial Application of Natural Fibres will be a valuable resource for scientists in industry and academia interested in the development of natural based materials and products. It is particularly relevant for those working in chemical engineering, sustainable chemistry, agricultural sciences, biology and materials sciences.

Virtual Reality for Industrial Applications

Fan Dai
Virtual Reality for Industrial Applications Book PDF

Author : Fan Dai
Publisher : Springer Science & Business Media
Page : 177 pages
File Size : 53,7 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783642468476

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Virtual Reality for Industrial Applications by Fan Dai Pdf

Just a few years ago, virtual reality was regarded as more a toy than a tool. Today, however, it is becoming the enabling technology for man-machine communications. The rapid development of graphics hardware and soft ware makes its application possible. Besides building walkthroughs and landscape fly-overs with very realistic visual effects, we can recognize the trend toward industrial applications. This is because of the emerging need for tools for rapid product development. Especially in the aeronautical and automotive industries, companies have began to investigate and develop virtual reality tools for their own needs in co-operation with research or ganizations. In co-operation with the Fraunhofer Institute for Computer Graphics (IGD), the Computer Graphics Center (ZGDV) in Darmstadt established the German working group on virtual reality in 1993 as a forum for infor mation exchange between industry and research. German researchers, system developers, and industrial users have met several times in Darm stadt at the Computer Graphics Center. In these meetings they discussed the essential issues inherent in applying virtual reality to industrial appli cations and exchanged their latest research results and experiences.

Industrial Applications of Poly(lactic acid)

Maria Laura Di Lorenzo,René Androsch
Industrial Applications of Poly lactic acid Book PDF

Author : Maria Laura Di Lorenzo,René Androsch
Publisher : Springer
Page : 228 pages
File Size : 45,7 Mb
Release : 2018-08-22
Category : Technology & Engineering
ISBN : 9783319754598

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Industrial Applications of Poly(lactic acid) by Maria Laura Di Lorenzo,René Androsch Pdf

The series Advances in Polymer Science presents critical reviews of the present and future trends in polymer and biopolymer science. It covers all areas of research in polymer and biopolymer science including chemistry, physical chemistry, physics, material science.The thematic volumes are addressed to scientists, whether at universities or in industry, who wish to keep abreast of the important advances in the covered topics.Advances in Polymer Science enjoys a longstanding tradition and good reputation in its community. Each volume is dedicated to a current topic, and each review critically surveys one aspect of that topic, to place it within the context of the volume. The volumes typically summarize the significant developments of the last 5 to 10 years and discuss them critically, presenting selected examples, explaining and illustrating the important principles, and bringing together many important references of primary literature. On that basis, future research directions in the area can be discussed. Advances in Polymer Science volumes thus are important references for every polymer scientist, as well as for other scientists interested in polymer science - as an introduction to a neighboring field, or as a compilation of detailed information for the specialist.Review articles for the individual volumes are invited by the volume editors. Single contributions can be specially commissioned.Readership: Polymer scientists, or scientists in related fields interested in polymer and biopolymer science, at universities or in industry, graduate students.

Industrial Applications I

Tharwat F. Tadros
Industrial Applications I Book PDF

Author : Tharwat F. Tadros
Publisher : Walter de Gruyter GmbH & Co KG
Page : 293 pages
File Size : 52,8 Mb
Release : 2017-12-18
Category : Science
ISBN : 9783110555257

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Industrial Applications I by Tharwat F. Tadros Pdf

Volume 3 of the Handbook of Colloid and Interface Science is a survey into the applications of colloids in a variety of fields, based on theories presented in Volumes 1 and 2. The Handbook provides a complete understanding of how colloids and interfaces can be applied in materials science, chemical engineering, and colloidal science. It is ideally suited as reference work for research scientists, universities, and industries.

Industrial Applications of Renewable Plastics

Michel Biron
Industrial Applications of Renewable Plastics Book PDF

Author : Michel Biron
Publisher : William Andrew
Page : 632 pages
File Size : 48,7 Mb
Release : 2016-11-10
Category : Technology & Engineering
ISBN : 9780323480666

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Industrial Applications of Renewable Plastics by Michel Biron Pdf

Industrial Applications of Renewable Plastics: Environmental, Technological, and Economic Advances provides practical information to help engineers and materials scientists deploy renewable plastics in the plastics market. It explores the uses, possibilities, and problems of renewable plastics and composites to assist in material selection and rejection. The designer’s main problems are examined, along with basic reminders that deal with structures and processing methods that can help those who are generally familiar with metals understand the unique properties of plastic materials. The book offers a candid overview of main issues, including conservation of fossil resources, geopolitical considerations, greenhouse effects, competition with food crops, deforestation, pollution, and disposal of renewable plastics. In addition, an overview of some tools related to sustainability (Life cycle assessments, CO2 emissions, carbon footprint, and more) is provided. The book is an essential resource for engineers and materials scientists involved in material selection, design, manufacturing, molding, fabrication, and other links in the supply chain of plastics. The material contained is of great relevance to many major industries, including automotive and transport, packaging, aeronautics, shipbuilding, industrial and military equipment, electrical and electronics, energy, and more. Provides key, enabling information for engineers and materials scientists looking to increase the use of renewable plastic materials in their work Presents practical guidance to assist in materials selection, processing methods, and applications development, particularly for designers more familiar with other materials, such as metals Includes a candid discussion of the pros and cons of using renewable plastics, considering the technical, economic, legal, and environmental aspects

Advances in Applications of Industrial Biomaterials

Eva Pellicer,Danilo Nikolic,Jordi Sort,Maria Baró,Fatima Zivic,Nenad Grujovic,Radoslav Grujic,Svetlana Pelemis
Advances in Applications of Industrial Biomaterials Book PDF

Author : Eva Pellicer,Danilo Nikolic,Jordi Sort,Maria Baró,Fatima Zivic,Nenad Grujovic,Radoslav Grujic,Svetlana Pelemis
Publisher : Springer
Page : 214 pages
File Size : 42,5 Mb
Release : 2017-07-25
Category : Technology & Engineering
ISBN : 9783319627670

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Advances in Applications of Industrial Biomaterials by Eva Pellicer,Danilo Nikolic,Jordi Sort,Maria Baró,Fatima Zivic,Nenad Grujovic,Radoslav Grujic,Svetlana Pelemis Pdf

This book presents recent advances in the development of biomaterials for industrial applications, and discusses the potential for substituting environmentally hazardous substances with environmentally friendly and degradable components. Focusing on both the material development and production technologies, it reviews different materials, as well as new production technologies and application areas. It also highlights the importance of incorporating organic materials into different composites to enable consumption of otherwise waste materials. Further it addresses biopolymers for the food industry, e.g. edible films and coatings in food production and biodegradable materials; the automotive industry; bio fuels, such as biodiesel based on organic constituents; and green composites in marine applications. Environmental protection aspects related to the protection of cultural heritage, and new nanoparticles, such as nano zerovalent iron, are also reviewed. Aimed at young research ers, professionals, chemical engineers and marine engineers, the book is the result of the joint efforts of different academic and research institutions participating in the WIMB Tempus project, 543898-TEMPUS-1-2013-1-ES-TEMPUS-JPHES, “Development of Sustainable Interrelations between Education, Research and Innovation at WBC Universities in Nanotechnologies and Advanced Materials where Innovation Means Business”, co-funded by the European Union Tempus Program.

Reinforcement Learning

Phil Winder Ph.D.
Reinforcement Learning Book PDF

Author : Phil Winder Ph.D.
Publisher : "O'Reilly Media, Inc."
Page : 517 pages
File Size : 40,6 Mb
Release : 2020-11-06
Category : Computers
ISBN : 9781492072348

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Reinforcement Learning by Phil Winder Ph.D. Pdf

Reinforcement learning (RL) will deliver one of the biggest breakthroughs in AI over the next decade, enabling algorithms to learn from their environment to achieve arbitrary goals. This exciting development avoids constraints found in traditional machine learning (ML) algorithms. This practical book shows data science and AI professionals how to learn by reinforcement and enable a machine to learn by itself. Author Phil Winder of Winder Research covers everything from basic building blocks to state-of-the-art practices. You'll explore the current state of RL, focus on industrial applications, learn numerous algorithms, and benefit from dedicated chapters on deploying RL solutions to production. This is no cookbook; doesn't shy away from math and expects familiarity with ML. Learn what RL is and how the algorithms help solve problems Become grounded in RL fundamentals including Markov decision processes, dynamic programming, and temporal difference learning Dive deep into a range of value and policy gradient methods Apply advanced RL solutions such as meta learning, hierarchical learning, multi-agent, and imitation learning Understand cutting-edge deep RL algorithms including Rainbow, PPO, TD3, SAC, and more Get practical examples through the accompanying website

Handbook of Research on Industrial Applications for Improved Supply Chain Performance

García-Alcaraz, Jorge Luis,Jamil, George Leal,Avelar-Sosa, Liliana,Briones Peñalver, Antonio Juan
Handbook of Research on Industrial Applications for Improved Supply Chain Performance Book PDF

Author : García-Alcaraz, Jorge Luis,Jamil, George Leal,Avelar-Sosa, Liliana,Briones Peñalver, Antonio Juan
Publisher : IGI Global
Page : 549 pages
File Size : 51,7 Mb
Release : 2019-10-18
Category : Business & Economics
ISBN : 9781799802044

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Handbook of Research on Industrial Applications for Improved Supply Chain Performance by García-Alcaraz, Jorge Luis,Jamil, George Leal,Avelar-Sosa, Liliana,Briones Peñalver, Antonio Juan Pdf

In the industrial world, companies are always seeking competitive advantages to sustain themselves in the globalized market. A supply chain is one of these improvements that managers implement in order to stay ahead of the competition. However, certain methods of supply chains add risks such as the addition of costs, possible accidents, and economic losses. Because of this, companies are looking for techniques in which to progress their supply chain execution. The Handbook of Research on Industrial Applications for Improved Supply Chain Performance is a pivotal reference source that identifies techniques, tools, and methodologies that can improve supply chain performance and enable businesses to generate a competitive advantage in the globalized market. While highlighting topics such as material flow, route optimization, and green distribution, this publication is ideally designed for managers, executives, logistics engineers, production managers, warehouse operations managers, board directors, consultants, analysts, inventory control managers, researchers, academicians, industrial and managerial professionals, practitioners, and students looking to improve costs and quality of supply chains.

Industrial Applications of Lasers

John F. Ready
Industrial Applications of Lasers Book PDF

Author : John F. Ready
Publisher : Elsevier
Page : 599 pages
File Size : 52,6 Mb
Release : 1997-04-25
Category : Technology & Engineering
ISBN : 008050860X

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Industrial Applications of Lasers by John F. Ready Pdf

A practical book with a variety of uses, this book can help applications engineers spark problem-solving techniques through the use of lasers. Industrial Application of Lasers, Second Edition takes the reader through laser fundamentals, unusual properties of laser light, types of practical lasers available, and commonly used accessory equipment. The book also applies this information to existing and developing applications. Current uses of lasers, including laser welding and cutting, electronic fabrication techniques, lightwave communications, laser-based applications in alignment, surveying, and metrology are all covered as well as discussing the potential for future applications such as all-optical computers,remote environmental monitoring, and laser-assisted thermonuclear fusion. Explains basic laser fundamentals as well as emphasizing how lasers are used for real applications in industry Describes the importance of laser safety Discusses potentially important future applications such as remote environmental monitoring Includes rare expert lore and opinion

Handbook of Nanomaterials for Industrial Applications

Chaudhery Mustansar Hussain
Handbook of Nanomaterials for Industrial Applications Book PDF

Author : Chaudhery Mustansar Hussain
Publisher : Elsevier
Page : 1143 pages
File Size : 49,8 Mb
Release : 2018-07-19
Category : Science
ISBN : 9780128133521

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Handbook of Nanomaterials for Industrial Applications by Chaudhery Mustansar Hussain Pdf

Handbook of Nanomaterials for Industrial Applications explores the use of novel nanomaterials in the industrial arena. The book covers nanomaterials and the techniques that can play vital roles in many industrial procedures, such as increasing sensitivity, magnifying precision and improving production limits. In addition, the book stresses that these approaches tend to provide green, sustainable solutions for industrial developments. Finally, the legal, economical and toxicity aspects of nanomaterials are covered in detail, making this is a comprehensive, important resource for anyone wanting to learn more about how nanomaterials are changing the way we create products in modern industry. Demonstrates how cutting-edge developments in nanomaterials translate into real-world innovations in a range of industry sectors Explores how using nanomaterials can help engineers to create innovative consumer products Discusses the legal, economical and toxicity issues arising from the industrial applications of nanomaterials

Industrial Applications of X-Ray Diffraction

Frank Smith
Industrial Applications of X Ray Diffraction Book PDF

Author : Frank Smith
Publisher : CRC Press
Page : 1026 pages
File Size : 52,9 Mb
Release : 1999-09-22
Category : Science
ISBN : 9780824719920

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Industrial Applications of X-Ray Diffraction by Frank Smith Pdf

By illustrating a wide range of specific applications in all major industries, this work broadens the coverage of X-ray diffraction beyond basic tenets, research and academic principles. The book serves as a guide to solving problems faced everyday in the laboratory, and offers a review of the current theory and practice of X-ray diffraction, major advances and potential uses.

Industrial Applications

Martin Hofrichter
Industrial Applications Book PDF

Author : Martin Hofrichter
Publisher : Springer Science & Business Media
Page : 485 pages
File Size : 54,8 Mb
Release : 2010-09-13
Category : Science
ISBN : 364211458X

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Industrial Applications by Martin Hofrichter Pdf

This volume gives a survey of the state of the art in the traditional fields of industrial mycology as well as of selected novel applications of fungi. The first section deals with the use of fungi in the production and processing of bread, cheese, beer and wine, traditional Asian fermentation products and edible mushrooms. The second section is devoted to the production of fungal metabolites and enzymes representing value-added products. In addition to antibiotics, alkaloids organic acids, vitamins and industrial enzymes, which have successfully been in use for decades, it is also dedicated to fungal metabolites, such as insecticidal and nematicidal compounds, immunosurppressants and flavors with promising biotechnological potential. In the next section, the recent developments in fungal biotransformation of small molecules, the bioconversion of lignocelluloses as well as the use of fungi in metal recovery are presented. The final part introduces some innovative new trends in the field of applied mycology: the preparation of fungal bioherbicides, recent genomic approaches for the identification of biopolymer degrading enzymes, current developments in using oxidative enzymes from fungi as well as new attempts to transfer fungal remediation technologies into practice.

Microfabrication for Industrial Applications

Regina Luttge
Microfabrication for Industrial Applications Book PDF

Author : Regina Luttge
Publisher : William Andrew
Page : 314 pages
File Size : 53,7 Mb
Release : 2011-09-14
Category : Science
ISBN : 9780815515821

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Microfabrication for Industrial Applications by Regina Luttge Pdf

Microfabrication for Industrial Applications focuses on the industrial perspective for micro- and nanofabrication methods including large-scale manufacturing, transfer of concepts from lab to factory, process tolerance, yield, robustness, and cost. It gives a history of miniaturization, micro- and nanofabrication, and surveys industrial fields of application, illustrating fabrication processes of relevant micro and nano devices. Concerning sub-micron feature manufacture, the book explains: the philosophy of micro/ nanofabrication for integrated circuit industry; thin film deposition; (waveguide, plastic, semiconductor) material processing; packaging; interconnects; stress (e.g., thin film residual); economic; and environmental aspects. Micro/nanomechanical sensors and actuators are explained in depth with information on applications, materials (incl. functional polymers), methods, testing, fabrication, integration, reliability, magnetic microstructures, etc. Shows engineers & students how to evaluate the potential value of current and nearfuture manufacturing processes for miniaturized systems in industrial environments Explains the top-down and bottom up approaches to nanotechnology, nanostructures fabricated with beams, nano imprinting methods, nanoparticle manufacturing (and their health aspects), nanofeature analysis, and connecting nano to micro to macro Discusses issues for practical application cases; possibilities of dimension precision; large volume manufacturing of micro- & nanostructures (machines, materials, costs) Explains applications of Microsystems for information technology, e.g.: data recording (camera, microphone), storage (memories, CDs), communication; computing; and displays (beamers, LCD, TFT) Case studies are given for sensors, resonators, probes, transdermal medical systems, micro- pumps & valves, inkjets, DNA-analysis, lab-on-a-chip, & micro-cooling