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JIDOKA. Integration of Human and AI within Industry 4.0 Cyber Physical Manufacturing Systems

This book is about JIDOKA, a Japanese management technique coined by Toyota that consists of imbuing machines with human intelligence. The purpose of this compilation of research articles is to show industrial leaders innovative cases of digitization of value creation processes that have allowed the...

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Médium: Online
Jazyk:angličtina
Vydáno: MDPI - Multidisciplinary Digital Publishing Institute 2022
Témata:
healthy operator 4.0
human–cyber–physical system
industrial internet of things
industry 4.0
smart workplaces
EEG sensors
manufacturing systems
shopfloor management
machine learning
deep learning
reference architecture model
interoperability
digital twin
distributed ledger technology
GDPR
RAMI 4.0
LASFA
quantum computing
strategic organizational design
Industry 4.0
complex networks
cyber-physical systems
lean management systems
quantum strategic organizational design
quantum circuits
quantum simulation
JIDOKA
Operator 4.0
process variability
integration explaining variability
quantum approximate optimization algorithm
value–stream networks
optimization
maintenance interval
maintenance model
semi-Markov process
right-censored data
finite horizon
maintenance cost
Cyber-Physical Systems
Lean Manufacturing
Directed Acyclic Graphs
scikit-learn
pipegraph
machine learning models
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology
On-line přístup:ONIX_20220506_9783036538129_63
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Shrnutí:This book is about JIDOKA, a Japanese management technique coined by Toyota that consists of imbuing machines with human intelligence. The purpose of this compilation of research articles is to show industrial leaders innovative cases of digitization of value creation processes that have allowed them to improve their performance in a sustainable way. This book shows several applications of JIDOKA in the quest towards an integration of human and AI within Industry 4.0 Cyber Physical Manufacturing Systems. From the use of artificial intelligence to advanced mathematical models or quantum computing, all paths are valid to advance in the process of human–machine integration.

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