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Synopsis
This book reports innovative deep learning and big data analytics technologies for smart manufacturing applications. In this book, theoretical foundations, as well as the state-of-the-art and practical implementations for the relevant technologies, are covered. This book details the relevant applied research conducted by the authors in some important manufacturing applications, including intelligent prognosis on manufacturing processes, sustainable manufacturing and human-robot cooperation. Industrial case studies included in this book illustrate the design details of the algorithms and methodologies for the applications, in a bid to provide useful references to readers.
Smart manufacturing aims to take advantage of advanced information and artificial intelligent technologies to enable flexibility in physical manufacturing processes to address increasingly dynamic markets. In recent years, the development of innovative deep learning and big data analytics algorithms is dramatic. Meanwhile, the algorithms and technologies have been widely applied to facilitate various manufacturing applications. It is essential to make a timely update on this subject considering its importance and rapid progress.
This book offers a valuable resource for researchers in the smart manufacturing communities, as well as practicing engineers and decision makers in industry and all those interested in smart manufacturing and Industry 4.0.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
À propos de l?auteur
Prof. Weidong Li is a full professor in manufacturing, Coventry University (UK). Professor Li has more than twenty years' experiences in computer aided design, manufacturing informatics, smart manufacturing and sustainable manufacturing. His research has been sponsored by a number of research and development projects from the UK EPSRC, European Commission and European industries such as Jaguar Land Rover, Airbus, Rolls-Royce, Sandvik, etc. In the research areas, he has published four books and around 200 research papers in international journals and conferences.
Dr Yuchen Liang is a lecturer from Coventry University. Dr Liang has gotten his PhD degree from Coventry University from Automotive and Mechanical Engineering. His research areas are data driven smart manufacturing and cyber-physical manufacturing systems. His research works have been sponsored by the European Commission and the Innovate UK.Dr Sheng Wang is a senior researcher in manufacturing, Coventry University, UK. Dr Wang has gotten her PhD degree from Queen Mary University of London from Computer Science and Electronic Engineering. In the past five years, Dr Wang has participated in a number of European Commission-sponsored projects in smart manufacturing.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
- ÉditeurSpringer
- Date d'édition2022
- ISBN 10 3030668517
- ISBN 13 9783030668518
- ReliureBroché
- Langueanglais
- Nombre de pages228
- ÉditeurLi Weidong, Liang Yuchen, Wang Sheng
- Coordonnées du fabricantnon disponible
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Data Driven Smart Manufacturing Technologies and Applications
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ISBN 10 : 3030668517
ISBN 13 : 9783030668518
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents innovative Big Data analytics and deep learning technologies for intelligent manufacturingIllustrates design details of algorithms and methodologies using industrial case studiesOffers a valuable resource for researchers and engine. N° de réf. du vendeur 560620762
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Data Driven Smart Manufacturing Technologies and Applications (Springer Series in Advanced Manufacturing)
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Data Driven Smart Manufacturing Technologies and Applications
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ISBN 13 : 9783030668518
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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book reports innovative deep learning and big data analytics technologies for smart manufacturing applications. In this book, theoretical foundations, as well as the state-of-the-art and practical implementations for the relevant technologies, are covered. This book details the relevant applied research conducted by the authors in some important manufacturing applications, including intelligent prognosis on manufacturing processes, sustainable manufacturing and human-robot cooperation. Industrial case studies included in this book illustrate the design details of the algorithms and methodologies for the applications, in a bid to provide useful references to readers.Smart manufacturing aims to take advantage of advanced information and artificial intelligent technologies to enable flexibility in physical manufacturing processes to address increasingly dynamic markets. In recent years, the development of innovative deep learning and big data analytics algorithms is dramatic. Meanwhile, the algorithms and technologies have been widely applied to facilitate various manufacturing applications. It is essential to make a timely update on this subject considering its importance and rapid progress. This bookoffers a valuable resource for researchers in the smart manufacturing communities, as well as practicing engineers and decision makers in industry and all those interested in smart manufacturing and Industry 4.0. N° de réf. du vendeur 9783030668518
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Data Driven Smart Manufacturing Technologies and Applications
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ISBN 10 : 3030668517
ISBN 13 : 9783030668518
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book reports innovative deep learning and big data analytics technologies for smart manufacturing applications. In this book, theoretical foundations, as well as the state-of-the-art and practical implementations for the relevant technologies, are covered. This book details the relevant applied research conducted by the authors in some important manufacturing applications, including intelligent prognosis on manufacturing processes, sustainable manufacturing and human-robot cooperation. Industrial case studies included in this book illustrate the design details of the algorithms and methodologies for the applications, in a bid to provide useful references to readers.Smart manufacturing aims to take advantage of advanced information and artificial intelligent technologies to enable flexibility in physical manufacturing processes to address increasingly dynamic markets. In recent years, the development of innovative deep learning and big data analytics algorithms is dramatic. Meanwhile, the algorithms and technologies have been widely applied to facilitate various manufacturing applications. It is essential to make a timely update on this subject considering its importance and rapid progress. This bookoffers a valuable resource for researchers in the smart manufacturing communities, as well as practicing engineers and decision makers in industry and all those interested in smart manufacturing and Industry 4.0. 228 pp. Englisch. N° de réf. du vendeur 9783030668518
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Data Driven Smart Manufacturing Technologies and Applications
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ISBN 13 : 9783030668518
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Taschenbuch. Etat : Neu. Neuware -This book reports innovative deep learning and big data analytics technologies for smart manufacturing applications. In this book, theoretical foundations, as well as the state-of-the-art and practical implementations for the relevant technologies, are covered. This book details the relevant applied research conducted by the authors in some important manufacturing applications, including intelligent prognosis on manufacturing processes, sustainable manufacturing and human-robot cooperation. Industrial case studies included in this book illustrate the design details of the algorithms and methodologies for the applications, in a bid to provide useful references to readers.Smart manufacturing aims to take advantage of advanced information and artificial intelligent technologies to enable flexibility in physical manufacturing processes to address increasingly dynamic markets. In recent years, the development of innovative deep learning and big data analytics algorithms is dramatic. Meanwhile, the algorithms and technologies have been widely applied to facilitate various manufacturing applications. It is essential to make a timely update on this subject considering its importance and rapid progress.This book offers a valuable resource for researchers in the smart manufacturing communities, as well as practicing engineers and decision makers in industry and all those interested in smart manufacturing and Industry 4.0.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 228 pp. Englisch. N° de réf. du vendeur 9783030668518
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