Industrial Applications of Machine Learning

Industrial Applications of Machine Learning
Author: Pedro Larrañaga
Publisher: CRC Press
Total Pages: 349
Release: 2018-12-12
Genre: Business & Economics
ISBN: 135112837X

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

Advances in Applications of Industrial Biomaterials

Advances in Applications of Industrial Biomaterials
Author: Eva Pellicer
Publisher: Springer
Total Pages: 220
Release: 2017-07-25
Genre: Technology & Engineering
ISBN: 3319627678

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.

Industrial Applications of Lasers

Industrial Applications of Lasers
Author: John F. Ready
Publisher: Elsevier
Total Pages: 623
Release: 1997-04-25
Genre: Science
ISBN: 008050860X

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

Process Control Design for Industrial Applications

Process Control Design for Industrial Applications
Author: Dumitru Popescu
Publisher: John Wiley & Sons
Total Pages: 258
Release: 2017-04-12
Genre: Technology & Engineering
ISBN: 1119407931

This book presents the most important methods used for the design of digital controls implemented in industrial applications. The best modelling and identification techniques for dynamical systems are presented as well as the algorithms for the implementation of the modern solutions of process control. The proposed described methods are illustrated by various case studies for the main industrial sectors There exist a number of books related each one to a single type of control, yet usually without comparisons for various industrial sectors. Some other books present modelling and identification methods or signal processing. This book presents the methods to solve all the problems linked to the design of a process control without the need to find additional information.

Artificial Intelligence in Industrial Applications

Artificial Intelligence in Industrial Applications
Author: Steven Lawrence Fernandes
Publisher: Springer Nature
Total Pages: 203
Release: 2021-12-07
Genre: Technology & Engineering
ISBN: 3030853837

This book highlights the analytics and optimization issues in industry, to propose new approaches, and to present applications of innovative approaches in real facilities. In the past few decades there has been an exponential rise in the application of artificial intelligence for solving complex and intricate problems arising in industrial domain. The versatility of these techniques have made them a favorite among scientists and researchers working in diverse areas. The book is edited to serve a broad readership, including computer scientists, medical professionals, and mathematicians interested in studying computational intelligence and their applications. It will also be helpful for researchers, graduate and undergraduate students with an interest in the fields of Artificial Intelligence and Industrial problems. This book will be a useful resource for researchers, academicians as well as professionals interested in the highly interdisciplinary field of Artificial Intelligence.

Handbook of Nanomaterials for Industrial Applications

Handbook of Nanomaterials for Industrial Applications
Author: Chaudhery Mustansar Hussain
Publisher: Elsevier
Total Pages: 1143
Release: 2018-07-19
Genre: Science
ISBN: 012813352X

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

Green Nanomaterials for Industrial Applications

Green Nanomaterials for Industrial Applications
Author: Uma Shanker
Publisher: Elsevier
Total Pages: 580
Release: 2021-09-29
Genre: Technology & Engineering
ISBN: 0128236221

Green Nanomaterials for Industrial Applications explores the applications of nanomaterials for a variety of industry sectors, along with their environmental impacts, lifecycle analysis, safety and sustainability. This book brings together the industrial applications of nanomaterials, covering new trends and challenges. Significant properties, safety and sustainability and environmental impacts of synthesis routes are also explored, as are major industrial applications, including agriculture, medicine, communications, construction, energy, and in the military. This book is an important information source for those in research and development who want to gain a greater understanding of how nanotechnology is being used to create cheaper, more efficient products. Green nanomaterials have significant advantages including low cost, high efficiency, neutral environmental impact, and stability. Green Nanomaterials for Industrial Applications provides comprehensive information about green nanomaterials, their types, and methods for generation, characterization as well as their properties. Furthermore, this book also provides coverage of industrial scale fabrication methods for green nanomaterials and their applications for various industrial sectors at both experimental and theoretical models scales. This book is an important reference source for materials scientists, engineers and environmental scientists who want to learn more about how sustainable nanomaterials are being used in a range of industrial applications. - Explores industrial scale fabrication of green nanomaterials - Assesses environmental, legal, health and safety aspects - Discusses how green nanomaterials can be manufactured on an industrial scale

Textiles for Industrial Applications

Textiles for Industrial Applications
Author: R. Senthil Kumar
Publisher: CRC Press
Total Pages: 393
Release: 2016-04-19
Genre: Technology & Engineering
ISBN: 1466566507

An evolution is currently underway in the textile industry and Textile for Industrial Applications is the guidebook for its growth. This industry can be classified into three categories-clothing, home textile, and industrial textile. Industrial textiles, also known as technical textiles, are a part of the industry that is thriving and showing great

Industrial Applications Of Electron Microscopy

Industrial Applications Of Electron Microscopy
Author: Zhigang Li
Publisher: CRC Press
Total Pages: 656
Release: 2002-12-04
Genre: Science
ISBN: 9780203910306

Providing proven strategies for solutions to research, development, and production dilemmas, this reference details the instrumentation and underlying principles for utilization of electron microscopy in the manufacturing, automotive, semiconductor, photographic film, pharmaceutical, chemical, mineral, forensic, glass, and pulp and paper industries

Industrial Applications of X-Ray Diffraction

Industrial Applications of X-Ray Diffraction
Author: Frank Smith
Publisher: CRC Press
Total Pages: 1026
Release: 1999-09-22
Genre: Science
ISBN: 0824719921

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.