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Data Driven Smart Manufacturing Technologies and Applications (Hardcover, 1st ed. 2021)
Loot Price: R5,025
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Data Driven Smart Manufacturing Technologies and Applications (Hardcover, 1st ed. 2021)
Series: Springer Series in Advanced Manufacturing
Expected to ship within 12 - 17 working days
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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.
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