Soft Computing in Smart Manufacturing: Solutions toward Industry 5.0 (Advanced Mechanical Engineering, 8) - Hardcover

Book 8 of 8: Advanced Mechanical Engineering
 
9783110693171: Soft Computing in Smart Manufacturing: Solutions toward Industry 5.0 (Advanced Mechanical Engineering, 8)
Hardcover
ISBN 10: 3110693178 ISBN 13: 9783110693171
Publisher: De Gruyter, 2021

Synopsis

This book aims at addressing the challenges of contemporary manufacturing in Industry 4.0 environment and future manufacturing (aka Industry 5.0), by implementing soft computing as one of the major sub-fields of artificial intelligence. It contributes to development and application of the soft computing systems, including links to hardware, software and enterprise systems, in resolving modern manufacturing issues in complex, highly dynamic and globalized industrial circumstances. It embraces heterogeneous complementary aspects, such as control, monitoring and modeling of different manufacturing tasks, including intelligent robotic systems and processes, addressed by various machine learning and fuzzy techniques; modeling and parametric optimization of advanced conventional and non-conventional, eco-friendly manufacturing processes by using machine learning and evolutionary computing techniques; cybersecurity framework for Internet of Things-based systems addressing trustworthiness and resilience in machine-to-machine and human-machine collaboration; static and dynamic digital twins integration and synchronization in a smart factory environment; STEP-NC technology for a smart machine vision system, and integration of Open CNC with Service-Oriented Architecture for STEP-NC monitoring system in a smart manufacturing.

Areas of interest include but are not limited to applications of soft computing to address the following:

  • dynamic process/system modeling and simulation,

  • dynamic process/system parametric optimization,

  • dynamic planning and scheduling,

  • smart, predictive maintenance,

  • intelligent and autonomous systems,

  • improved machine cognition,

  • effective digital twins integration,

  • human-machine collaboration, robots, and cobots.

"synopsis" may belong to another edition of this title.

About the Author

T. Sibalija, Belgrade Metropolitan University, Serbia; J. P. Davim, Universitiy of Aveiro, Portugal.

"About this title" may belong to another edition of this title.

Publisher
De Gruyter
Publication date
2021
Language
English
ISBN 10 
3110693178
ISBN 13 
9783110693171
Binding
Hardcover
Edition number
1
Number of pages
291
Editor
Sibalija Tatjana, Davim J. Paulo