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Electronic Resource

Advanced Process Monitoring for Industry 4.0

Reis, Marco S. - Personal Name; Gao, Furong - Personal Name;

This book reports recent advances on Process Monitoring (PM) to cope with the many challenges raised by the new production systems, sensors and "extreme data" conditions that emerged with Industry 4.0. Concepts such as digital-twins and deep learning are brought to the PM arena, pushing forward the capabilities of existing methodologies to handle more complex scenarios. The evolution of classical paradigms such as Latent Variable modeling, Six Sigma and FMEA are also covered. Applications span a wide range of domains such as microelectronics, semiconductors, chemicals, materials, agriculture, as well as the monitoring of rotating equipment, combustion systems and membrane separation processes.


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Detail Information
Series Title
-
Call Number
-
Publisher
Basel, Switzerland, 2021 : MDPI - Multidisciplinary Digital Publishing Institute.,
Collation
288 hlm,: ill, lamp; 21 cm
Language
English
ISBN/ISSN
9783036520742
Classification
NONE
Content Type
text
Media Type
computer
Carrier Type
online resource
Edition
-
Subject(s)
Technology: general issues
Specific Detail Info
-
Statement of Responsibility
Reis, Marco S. (editor) Gao, Furong (editor)
Other Information
Cataloger
ida
Source
https://directory.doabooks.org/handle/20.500.12854/76899
Validator
-
Digital Object Identifier (DOI)
https://directory.doabooks.org/handle/20.500.12854/76899
Journal Volume
-
Journal Issue
-
Subtitle
-
Parallel Title
-
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No other version available

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  • Advanced Process Monitoring for Industry 4.0
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