Soft Computing in Smart Manufacturing : Solutions toward Industry 5.0

"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...

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Bibliographic Details
Other Authors Sibalija, Tatjana V. (Editor), Davim, J. Paulo (Editor)
Format Electronic eBook
LanguageEnglish
Published Berlin : De Gruyter, [2022]
SeriesDe Gruyter series in advanced mechanical engineering ; v. 7.
Subjects
Manufacturing industries > Data processing.
Soft computing.
Artificial intelligence > Industrial applications.
elektronické knihy
electronic books
Online AccessFull text
ISBN9783110693256
3110693259
9783110693225
3110693224
9783110693171
Physical Description1 online resource : illustrations (some color)

Cover

Table of Contents:
  • 1 Control, monitoring, modeling, and optimization of manufacturing and machining technologies
  • 2 Trustworthy human-machine assistance by dynamic process security monitoring in industrial environments
  • 3 Application of convolutional neural networks for visual control of intelligent robotic systems
  • 4 Digital twins in smart manufacturing
  • 5 A novel implementation of an open CNC PC-based and service-oriented architecture-based monitoring system for STEP-NC - a case study
  • 6 Smart system based on STEP-NC for machine vision inspection (3SMVI)
  • 7 Soft computing in advanced cutting processes
  • 8 Modeling and optimization of AWJM process on the processing of Banana fiber-reinforced polymer composites using Taguchi-JAYA method
  • Index.

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