Machine Intelligence in Mechanical Engineering explains the latest
applications of machine intelligence and data-driven
decision-making in mechanical engineering industries. By providing
introductory theory, trouble-shooting case studies, detailed
algorithms and implementation instructions, this interdisciplinary
book will help readers explore additional applications in their own
fields. Those with a mechanical background will learn the important
tasks related to preprocessing of datasets, feature extraction,
verification and validation of machine learning models which unlock
these new methods. Machine Intelligence is currently a key topic in
industrial automation, enabling machines to solve complex
engineering tasks and driving efficiencies in the smart production
line. Smart preventative maintenance systems can prevent machine
downtime, smart monitoring and control can produce more effective
workflows with less human intervention.
General
Imprint: |
Academic Press Inc
|
Country of origin: |
United States |
Series: |
Woodhead Publishing Reviews: Mechanical Engineering Series |
Release date: |
November 2023 |
First published: |
2024 |
Editors: |
K. Palanikumar
• Elango Natarajan
• S. Ramesh
• J. Paulo Davim
|
Dimensions: |
229 x 152mm (L x W) |
Format: |
Paperback
|
Pages: |
448 |
ISBN-13: |
978-0-443-18644-8 |
Categories: |
Books
Promotions
|
LSN: |
0-443-18644-8 |
Barcode: |
9780443186448 |
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