Machine Learning For Sustainable Manufacturing In Industry 4 0
DOWNLOAD eBooks
Download Machine Learning For Sustainable Manufacturing In Industry 4 0 PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Machine Learning For Sustainable Manufacturing In Industry 4 0 book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Machine Learning For Sustainable Manufacturing In Industry 4 0
DOWNLOAD eBooks
Author : Raman Kumar
language : en
Publisher: CRC Press
Release Date : 2023-11-02
Machine Learning For Sustainable Manufacturing In Industry 4 0 written by Raman Kumar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-02 with Technology & Engineering categories.
The book focuses on the recent developments in the areas of error reduction, resource optimization, and revenue growth in sustainable manufacturing using machine learning. It presents the integration of smart technologies such as machine learning in the field of Industry 4.0 for better quality products and efficient manufacturing methods. Focusses on machine learning applications in Industry 4.0 ecosystem, such as resource optimization, data analysis, and predictions. Highlights the importance of the explainable machine learning model in the manufacturing processes. Presents the integration of machine learning and big data analytics from an industry 4.0 perspective. Discusses advanced computational techniques for sustainable manufacturing. Examines environmental impacts of operations and supply chain from an industry 4.0 perspective. This book provides scientific and technological insight into sustainable manufacturing by covering a wide range of machine learning applications fault detection, cyber-attack prediction, and inventory management. It further discusses resource optimization using machine learning in industry 4.0, and explainable machine learning models for industry 4.0. It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in the fields including mechanical engineering, manufacturing engineering, production engineering, aerospace engineering, and computer engineering.
Sustainable Manufacturing For Industry 4 0
DOWNLOAD eBooks
Author : K. Jayakrishna
language : en
Publisher: CRC Press
Release Date : 2020-10-18
Sustainable Manufacturing For Industry 4 0 written by K. Jayakrishna and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-18 with Business & Economics categories.
Industry 4.0 promises tremendous opportunities for industries to go green by leveraging virtual physical systems and internet driven technologies for a competitive advantage and set the platform for the factory of the future and smart manufacturing. The book provides measures that can be adopted by practicing design engineers, to develop products that will be sustainable in all stages of its life cycle. It helps organizations in implementation of sustainable manufacturing practices and formulation of critical strategies in their transition towards Industry 4.0., and the book will provide insights on ways of deploying these practices in correlation with the environmental benefits mapped to support the practicing managers and stakeholders. Features Assists in the understanding of the shifting paradigm in manufacturing sector towards smart and sustainable practices Showcases contemporary technologies and their insurgence in existing industries Focuses on need, applications, and implementation framework for Industry 4.0 Encapsulates all that one has to learn about sustainability and its transformation in Industry 4.0 Real time case studies are presented
Sustainable Manufacturing In Industry 4 0
DOWNLOAD eBooks
Author : Hamed Gholami
language : en
Publisher: Springer Nature
Release Date : 2023-01-04
Sustainable Manufacturing In Industry 4 0 written by Hamed Gholami and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-04 with Technology & Engineering categories.
This book gives an overview of the latest technologies in the Industry 4.0, using smart and autonomous systems driven by data and machine learning, to develop a sustainable approach to manufacturing. It includes the implementation of smart technological approaches in different manufacturing processes such as laser welding, additive manufacturing, equipment maintenance and inspection, automotive manufacturing, poultry processing, supply chain management, value stream mapping and development. This book caters to research experts and practitioners who are keen to realize the benefits of industry 4.0 to transform the manufacturing sector into a more sustainable-based state.
Smart And Sustainable Manufacturing Systems For Industry 4 0
DOWNLOAD eBooks
Author : Vijaya Kumar Manupati
language : en
Publisher: CRC Press
Release Date : 2022-08-04
Smart And Sustainable Manufacturing Systems For Industry 4 0 written by Vijaya Kumar Manupati and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-04 with Technology & Engineering categories.
The current perspectives of smart and sustainable manufacturing systems hold important implications for current practices and understanding these concepts for further implications. This comprehensive reference text discusses both centralized and decentralized production systems, using variety of new cutting-edge approaches to solve the problem. The text covers simulation-based approaches including social network-based approaches, discrete event-based approaches, and knowledge based for smart and sustainable systems. It further covers mathematical models such as single-objective, multi-objective, and many-objective. The text discusses important topics including energy efficiency, transportation constrains for efficient and effective production, meta-heuristic and hybrid algorithms, and real-time monitoring and analysis for smart and sustainable production. This book- • Presents approaches to improve the objectives of sustain-ability and smart production systems. • Discusses Internet of Things (IoT) and Industrial Internet of Things (IIoT) concepts and its implementation for production systems. • Covers social network analysis method in distributed manufacturing systems. • Examines reckoning prognostics and diagnostics to monitor the health of the systems in perspective of distributed manufacturing. • Discusses aspects of Industry 4.0 in specific production systems. The text will be useful for graduate students and professional in the fields of mechanical engineering, production engineering, industrial engineering, and manufacturing.
Industry 4 0 Technologies Sustainable Manufacturing Supply Chains
DOWNLOAD eBooks
Author : K E K Vimal
language : en
Publisher: Springer Nature
Release Date : 2023-09-30
Industry 4 0 Technologies Sustainable Manufacturing Supply Chains written by K E K Vimal and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-30 with Technology & Engineering categories.
This book brings forth the fundamental understanding of the role of Industry 4.0 technologies in sustainable manufacturing supply chain. Readers will get an overview of the challenges, opportunities, and requirements for the implementation of digital technologies and how they can support manufacturing supply chains to be sustainable. The book presents many applications of Industry 4.0 including integration of IoT, AI, Big Data, Blockchain, Procurement 4.0, Logistics 4.0, and Lean 4.0 in different contexts. The book therefore provides a platform for researchers, academicians, and professionals from diverse backgrounds to gain state-of-the-art knowledge for using Industry 4.0 in sustainable manufacturing supply chains. Readers will also be able to identify the practical significance and opportunities for future work directions.
Industry 4 0 Technologies Sustainable Manufacturing Supply Chains
DOWNLOAD eBooks
Author : Vimal K E K
language : en
Publisher: Springer Nature
Release Date : 2023-09-13
Industry 4 0 Technologies Sustainable Manufacturing Supply Chains written by Vimal K E K and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-13 with Technology & Engineering categories.
This book covers topics related to implementation of advanced technologies, such as AI, big data, procurement 4.0, Logistics 4.0 and Lean 4.0, in Industry 4.0 for the manufacturing supply chain. Many applications of Industry 4.0 in the manufacturing supply chain have been presented. The content of this book is useful for students, researchers and professionals in order to implement Industry 4.0 in manufacturing supply chain.
Industry 4 0
DOWNLOAD eBooks
Author : Ravi Kant
language : en
Publisher: CRC Press
Release Date : 2023-11-10
Industry 4 0 written by Ravi Kant and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-10 with Technology & Engineering categories.
This book presents a comprehensive discussion of the recent advances in Industry 4.0, manufacturing processes, and intelligent techniques. It will serve as an ideal reference text for graduate students and academic researchers in the fields of manufacturing engineering, industrial engineering, mechanical engineering, and production engineering. This text introduces Industry 4.0, its evolution, and essential pillars of Industry 4.0 including calibration, metrology, quality control, robotics, artificial intelligence, and the Internet of Things. It comprehensively covers important topics including the cold spray technique for additive manufacturing, tool condition monitoring, robotic manipulators, metrology, quality control, and the Internet of Things in Industry 4.0. The book: Discusses additive manufacturing and applications of lasers in advanced manufacturing Covers sensors, actuators, and calibration techniques for next-generation industries Emphasizes the recycling of materials for sustainable manufacturing Explores latest advances in the Internet of Things, robotics, artificial intelligence, and machine learning in view of Industry 4.0 Provides a conceptual framework of Industry 4.0 with the help of applications and case studies The text is primarily written for graduate students and academic researchers in the fields of manufacturing engineering, industrial engineering, mechanical engineering, and production engineering.
Sustainability In Industry 4 0
DOWNLOAD eBooks
Author : Shwetank Avikal
language : en
Publisher: CRC Press
Release Date : 2021-09-30
Sustainability In Industry 4 0 written by Shwetank Avikal and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-30 with Technology & Engineering categories.
A large and growing number of manufacturers are realizing the substantial financial and environmental benefits of sustainable business practices. To develop more sustainable societies, industries need to better understand how to respond to environmental, economic, and social challenges and transform industrial behavior. The objective of this book is to provide the required knowledge and accelerate the transition towards a sustainable industrial system. The book will help industries to enhance operational efficiency by reducing costs and waste. It will help them increase customer response, reach new customers, and gain competitive advantage. It offers innovation, scenario planning, and strategic analysis that goes beyond compliance, as well as case studies and remedies to the industry 4.0 challenges. Professionals, as well as students, can refer to this book to add to their knowledge on Industry 4.0 and develop new ideas and solutions to the existing and future problems.
Artificial Intelligence For A Sustainable Industry 4 0
DOWNLOAD eBooks
Author : Shashank Awasthi
language : en
Publisher: Springer Nature
Release Date : 2021-10-21
Artificial Intelligence For A Sustainable Industry 4 0 written by Shashank Awasthi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-21 with Computers categories.
This book outlines the recent advancements in the field of artificial intelligence (AI) and addresses how useful it is in achieving truly sustainable solutions. The book also serves as a useful reference literature in developing sustainable engineering solutions to various social and techno-commercial issues of global significance. This book is organized into two sections: section 1 is focused on fundamentals and principles of AI to lay the groundwork for the second section. Section 2 explores the sustainable engineering solutions development using AI, which addresses challenges in various computing techniques and opportunities in engineering design for sustainable development using IoT/AI and smart cities. Applications include waste minimization, re-manufacturing, reuse and recycling technologies using IoT/AI, Industry 4.0, intelligent and smart grid systems, energy conservation using technology, and robotic process automation (RPA). The book is ideal for the engineers, researchers and students interested in how AI can aid in sustainable development applications.
Lean Six Sigma 4 0 For Operational Excellence Under The Industry 4 0 Transformation
DOWNLOAD eBooks
Author : Rajeev Rathi
language : en
Publisher: CRC Press
Release Date : 2023-10-12
Lean Six Sigma 4 0 For Operational Excellence Under The Industry 4 0 Transformation written by Rajeev Rathi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-12 with Technology & Engineering categories.
This book presents innovative breakthroughs in operational excellence that can solve the operational issues of smart factories. It illustrates various tools and techniques of Lean Six Sigma 4.0 and details their suitability for manufacturing and service systems. Lean Six Sigma 4.0 for Operational Excellence Under the Industry 4.0 Transformation provides technological advancement in operational excellence and offers a framework to integrate Lean Six Sigma and Industry 4.0. The book is a guide to dealing with new operational challenges and explains how to use Industrial IoT, Sensors, and AI to collect real-time data on the shop floor. While focusing on developing a toolset for Lean Six Sigma 4.0, this book also presents the enabling factors to adopt Lean Six Sigma 4.0 in the manufacturing and service sectors. The book will help industrial managers, practitioners, and researchers on the path of process improvement in modern-day industries.