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Engineering of Additive Manufacturing Features for Data-Driven Solutions - Sources, Techniques, Pipelines, and Applications (1st ed. 2023)
Loot Price: R1,147
Discovery Miles 11 470
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Engineering of Additive Manufacturing Features for Data-Driven Solutions - Sources, Techniques, Pipelines, and Applications (1st ed. 2023)
Series: SpringerBriefs in Applied Sciences and Technology
Expected to ship within 12 - 17 working days
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This book is a comprehensive guide to the latest developments in
data-driven additive manufacturing (AM). From data mining and
pre-processing to signal processing, computer vision, and more, the
book covers all the essential techniques for preparing AM data.
Readers willl explore the key physical and synthetic sources of AM
data throughout the life cycle of the process and learn about
feature engineering techniques, pipelines, and resulting features,
as well as their applications at each life cycle phase. With a
focus on featurization efforts from reviewed literature, this book
offers tabular summaries for major data sources and analyzes
feature spaces at the design, process, and structure phases of AM
to uncover trends and insights specific to feature engineering
techniques. Finally, the book discusses current challenges and
future directions, including AI/ML/DL readiness of AM data. Whether
you're an expert or newcomer to the field, this book provides a
broader summary of the status and future of data-driven AM
technology.
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