Soft Computing in Smart Manufacturing: Solutions toward Industry 5.0

Tatjana Sibalija, J. Paulo Davim

Informasi Dasar

22.21.585
006.3
Buku - Elektronik (E-Book)
4

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.

Subjek

COMPUTING
MANUFACTURING,

Katalog

Soft Computing in Smart Manufacturing: Solutions toward Industry 5.0
9783110693225
407p.; pdf file.: 8,9 MB
English

Sirkulasi

Rp. 0
Rp. 0
Tidak

Pengarang

Tatjana Sibalija, J. Paulo Davim
Perorangan
 
 

Penerbit

Walter de Gruyter GmbH
Berlin
2022

Koleksi

Kompetensi

 

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